Eight Days a Week - The Fourth Wave - Disspative Structures - Control System Theory

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    13 Appendix B: Economy and dissipative structures

    A lot of people think that the history of the world is predestined and that it has

    a goal. In reality the evolution follows unpredictable routes. On this reflection

    we have based our belief in the possibility of creativity, freedom and, above

    all, sense of responsibility of mankind.

    K. Lorenz, Our Last Chance, p 10.

    One reason the idea of historical determinism has traditionally invited so much

    hostility can be traced to a popular misconception. True, the concept means

    that history follows a set pattern; that society evolves and undergoestransformations in tune with a discernible rhythm. But it does notimply, as is

    commonly believed, that humanity cannot make its own destiny; nor does it

    signify fatalism and resignation before the might of the Providence. All

    historical determinism means is that, while man indeed is the architect of his

    own fate, he has to operate within bounds determined by a higher principle:

    Nature.

    R. Batra, The Great Depression of 1990, p. 24.

    In system theory, it has been shown that for a certain set of systems, one can force them toevolve to a predefined end-state by applying a control-policy. But the path towards that end-

    state is usually fluctuating: the several state-variables, output-variables and also the control-

    variables oscillate around certain values. These oscillations are determined by the system

    equations, the eigen-values and eigen-frequencies. This is the case for systems in the linear

    region. But if some state-variables show signs of saturation, non-linearities can occur,

    resulting in seemingly chaotic behavior. So both statements by Konrad Lorenz and Ravi Batra

    have their region of validity. And heres the reason why.

    13.1 Energy and entropy

    Western society has been influenced for a great deal by Newtonian physics and the advance of

    the method of science. From the 17th

    and 18th

    century onward, as contrasted with the

    Hellenistic way of thinking, scientists confined themselves to the study of what can be

    measured, quantified and expressed in mathematical expressions mathematical expressions

    which then allowed them to make predictions of the experimental results. This mathematical

    approach towards reality has had great influence on the way man perceived the world.

    For Aristotle, physics was the science of processes, of changes that occur in

    nature. However, for Galileo and the other founders of modern physics, the

    only change that could be expressed in precise mathematical terms was

    acceleration, the variation in the state of motion. This led finally to the

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    fundamental equation of classical mechanics, which relates mass m and

    acceleration a to force F:

    m . a = m .dr/dt = F (1)

    Henceforth physical time was identified with the time t, which appears in the

    classical equation of motion. We could view the physical world as a collection

    oftrajectories, such as the figure below. shows a one-dimensional universe.

    A trajectory represents the positionX(t) of a test particle as a function of time.

    The important feature is that dynamics make no distinction between the future

    and the past. Equation (1) is invariant with respect to the time inversion t -t:

    both motions A, forward in time, and B, backward in time are possible.

    However, unless the direction of time is introduced, evolutionary processes

    cannot be described in any nontrivial way.Ilya Prigogine, From Being to Becoming, p. 2.

    X(t)

    t

    B

    X(t)

    t

    A

    World lines indicating the time evolution of the coordinate X(t)

    corresponding to different initial conditions:(A) forward in time; (B) backward in time.

    So classical physics described an invariable world, a world without qualitative evolution,

    where time is just a mathematical variable: the physics of being, as Prigogine has labeled it.

    This is manifested in the law of conservation of energy, which states that the total quantity of

    energy in the universe cannot change: energy can change from one form to another e.g.

    kinetic energy can change into potential or electrical energy and vice versa but the sum of

    all forms of energy remains the same.

    Since the end of the 18th century, one has started to make distinction between useful and not-

    useful energy, as not all transformations of energy are possible. In this respect we can say that

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    the transformation of kinetic energy into potential energy and vice versa cannot go on forever,

    as some of the kinetic energy is lost as heat or thermal energy due to friction, and this heat

    cannot again be transformed to potential energy. So in the course of time the amount of

    potential and kinetic energy will decrease while the amount of useless thermal energy will

    increase. To describe this irreversibility, one has introduced the concept of entropy next to

    that of energy.

    As already mentioned, dynamics describe processes in which the direction of

    time does not matter. Clearly, there are other situations in which this direction

    does indeed play an essential role. If we heat part of a macroscopic body and

    then isolate this body thermally, we observe that the temperature gradually

    becomes uniform. In such processes, then, time displays an obvious one-

    sidedness...

    The second law of thermodynamics as formulated by Rudolf Clausius

    strikingly summarizes their characteristic features. Clausius considered

    isolated systems, which exchange neither energy nor matter with the outside

    world. The second law then implies the existence of a function S, the entropy,

    which increases monotonically until it reaches its maximum value at the state

    of thermodynamic equilibrium:

    dS/dt 0

    The second law of thermodynamics, then states that irreversible processes lead

    to a kind of one-sidedness of time. The positive time direction is associated

    with the increase in entropy.

    Ilya Prigogine, From Being to Becoming, pp. 5, 6.

    Entropy can be considered as a measure for disorder: in an isolated system, that has no

    interaction with other systems, the disorder will increase in the course of time, structures are

    degraded. In such an isolated system there will never again arise ordered structures just by

    themselves. If, for example, hot water and ice are put together in a thermally sealed container,

    then after some time one will have lukewarm water. And never again will one find ice and hot

    water together in that same container if it is left by itself.

    A clockwork, for example, is a relatively isolated system that needs energy torun but does not necessarily need to interact with its environment to keep

    functioning. Like all isolated systems it will proceed according to the second

    law of thermodynamics, from order to disorder, until it has reached a state of

    equilibrium in which all processes motion, heat exchange, and so onhave

    come to a standstill.

    F. Capra, The Turning Point, p. 291.

    In nature, however, one does not only see this evolution from order to disorder or chaos.

    Certain systems and organisms show strong tendencies towards more order. Sometimes very

    complex structures and forms of organization become manifest. As an example we can thinkof the evolution of an impregnated ovum towards a human being with its complex system of

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    tissues and organs. These evolutions, which in a way are also irreversible, seem to be in

    contradiction with the entropy-law.

    But we must stress the fact that the law of entropy is only valid in isolated systems, which

    have no exchange of matter or energy with their surrounding world. As a matter of fact, such

    systems are rather unusual and very often of a technical origin, created by man. In nature wewill rather find closedand open systems.

    Closed systems exchange only energy with their surroundings, and no matter. Open systems can exchange both energy and matter with other systems.

    Open and closed systems have the possibility of continuously importing free energy from the

    environment and to export entropy. This means that increasing entropy, in contrast to isolated

    systems, does not have to accumulate in the systems and increase there. Entropy can also

    remain at the same level or even decrease in the system (see figure below).

    deS

    diS>0

    An open system in which diS represents entropy productionand deS represents entropy exchange between system andenvironment.

    So the evolution towards more order in an open or closed system is not in contradiction with

    the second law of thermodynamics. An open or closed system interacts with its surrounding

    systems and thus can be considered as an integral part of a larger system. According to the

    second law of thermodynamics, entropy or disorder can continually increase in the larger

    system if this is an isolated system, while order can increase in one or more of its subsystems.

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    And when the overall system like the Earth is not isolated, but open or even closed,

    order can increase in all of its subsystems!

    The bookEntropy,A New Worldview of Jeremy Rifkin is in this respect wrong, as Mr. Rifkin

    fails to recognize that the entropy law is only valid in isolated systems, and the Earth is a

    quasi closed system: there is energy exchange with the rest of the Universe, as radiation of the

    Sun is absorbed, used in all kind of physical, meteorological and biological processes, and

    low valued thermal infrared radiation is expelled back to the Universe as heat. And there is

    even a small amount of matter that is exchanged: meteorites enter the atmosphere and

    satellites and other space craft are sent into orbit or even to other planets. But this exchange of

    matter is so small that it can be neglected. The Earth can be considered as a closed system,

    with the Sun as its main energy source.

    But how does this happen that in not-isolated systems the internal order can increase? Is there

    an underlying mechanism that governs this evolution? This question has fascinated

    generations of scientists, as it is related to the question on the origin of the world and the

    origin of life. According to the reductionistic approach in science, based on classical physics,

    the origin of life is a result of sheer luck, and living organisms should be considered as an

    accident, a pathological phenomenon in a pure materialistic dead world. By accepting pure

    coincidence or sheer luck as the initial cause of life, every further questioning on the meaning

    of life becomes irrelevant.

    Classical thermodynamics was focused primarily on isolated systems in their state of

    equilibriumwhere entropy has reached a maximum and increase of entropy has stopped

    and on systems which are very near to this state of equilibrium in which a deviation from

    this equilibrium was considered as a temporal disturbance and in which evolution could onlylead towards the equilibrium state itself. During this evolution, the increase in entropy is very

    small, the deviations from the equilibrium are small, so one can assume linear relations

    between the increase of entropy and the different variables of the system. As a result of these

    linearities, the mathematics to describe these systems are rather easy and well understood.

    This explains why scientists have confined themselves for so long to the study and

    exploration of this part of thermodynamics: they had found themselves a hole and they had

    the tools to dig it deeper. We just mention two results that came out of this digging process,

    and which will proof to be very important in the course of this discussion.

    In 1931, Lars Onsager discovered the first general relations in non-equilibrium

    thermodynamics for the linear, near-to-equilibrium region. These are thefamous reciprocity relations. In qualitative terms, they state that if a force

    say one (corresponding, for example, to a temperature gradient) may

    influence a flux two (for example, a diffusion process), then force two (a

    concentration gradient) will also influence the flux one (the heat flow)...

    The general nature of Onsagers relations has to be emphasized. It is

    immaterial, for instance, whether the irreversible processes take place in a

    gaseous, liquid, or solid medium...

    A second general result in this field of linear non-equilibrium thermodynamics

    bears mention here. We have already spoken of thermodynamic potentials

    whose extrema correspond to the states of equilibrium toward whichthermodynamic evolution tends irreversibly. Such are the entropy S for

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    isolated systems, and the free energy F for closed systems at a given

    temperature. The thermodynamics of close-to-equilibrium systems also

    introduces such a potential function. It is quite remarkable that this potential is

    the entropy-production P itself. The theorem of minimum entropy production

    does, in fact, show that in the range of validity of Onsagers relations that is,

    the linear regiona system evolves towards a stationary state characterized bythe minimum entropy production compatible with the constraints imposed upon

    the system....

    The stationary state toward which the system evolves is then necessarily a non-

    equilibrium state at which dissipative processes with non-vanishing rates

    occur. But since it is a stationary state, all the quantities that describe the

    system, such as temperature concentrations, become time-independent.

    Similarly, the entropy of the system now becomes independent of time.

    Therefore its time variation dS = 0 vanishes. But we have seen that the time

    variation of entropy is made up of two terms the entropy flow deS and the

    positive entropy production diS. Therefore dS = 0 implies that deS = - diS < 0

    (so it is negative). The heat or matter flux coming from the environment

    determines a negative flow of entropy deS, which is, however, matched by the

    entropy production diS due to irreversible processes inside the system. A

    negative flux means that the system transfers entropy to the outside world.

    Therefore at the stationary state, the systems activity continuously increases

    the entropy of its environment. This is true for all stationary states. But the

    theorem of minimum entropy production says more. The particular stationary

    state toward which the system tends is the one in which this transfer of entropy

    to the environment is as small as is compatible with the imposed boundary

    conditions...

    Linear thermodynamics thus describe the stable, predictable behavior of

    systems tending toward the minimum level of activity compatible with the

    fluxes that feed them.

    Prigogine, Stengers, Order out of Chaos, pp. 137-139.

    For non-scientists this may all seem rather esoteric. But in the third section of this appendix

    things will become clear when we will stress the importance of these conclusions in relation

    with the evolution of socioeconomic systems.Since the 1970s studies in thermodynamics have crossed the border of systems near to

    equilibrium. In systems that are in a state far from equilibrium, the relations between the

    different variables of the system are rather non-linear and one is confronted with phenomena

    of a totally different nature. In linear systems, in a state near to equilibrium, the irreversible

    process of increase of entropy can only lead towards the equilibrium. Remember that

    according to the concept of evenly rotatingeconomy formulated by the economist Murray

    Rothbard, when everything is perfectly known by everybody, technology is stabilized, and

    management is perfect, then the economy evolves to a stationary state and profit tends to

    decline to zero. But in non-linear systems, in a state far from the equilibrium, this is not the

    case!

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    According to the second law of thermodynamics, isolated systems evolve toward the state of

    thermodynamic equilibrium, regardless their initial state. Due to the supply of energy and

    matter from the surrounding systems, open and closed systems can evolve towards a state

    which is not the thermodynamic equilibrium, but which is notwithstanding stable: an

    equilibrium of a higher order. This principle has been studied in great detail by Professor Ilya

    Prigogine of the University of Brussels, who was granted the Nobel Prize chemistry in 1977for his pioneering research and the elaboration of the theory of dissipative structures and

    self-organizing systems.

    I would like to stress the fact that Prigogines findings do not only apply to pure chemical

    systems, but rather to all kind of systems, whether they are natural or socioeconomic: it has

    everything to do with the mathematics of linear and non-linear systems.

    13.2 Dissipative structures

    The study of the behavior of open and closed systems in states far from the thermodynamic

    equilibrium has resulted in a new branch in thermodynamics, which transcends classical

    thermodynamics and where non-classical concepts are used such as history of a system, order

    and stability as a result of fluctuation, consecutive instabilities and catastrophes in systems,

    and coherence of a system as a whole.

    13.2.1 The origination of dissipative structures

    Open and closed systems interact with their surrounding world: they both exchange energy

    with other systems, open systems also exchange matter. In irreversible processes in isolatedsystems near the state of equilibrium, entropy increases while ordered structures are

    destroyed. In open and closed systems, on the contrary, which are in a state far from

    thermodynamic equilibrium, ordered structures can evolve spontaneously this mechanism

    will be explained later in this section. These ordered structures are called dissipative

    structures. These are structures which themselves maintain energy and matter penetration by

    way of exchange with the environment and which give rise to the self-organization of globally

    stable structures over extended periods of time189.

    By extracting energy and matteri.e. ordered structuresfrom their surrounding world and

    by degrading these, using their components as input in their internal process of self-renewal,

    these systems are able to maintain their state far from the thermodynamic equilibrium, so that

    a stable structure originates. During this process entropy (disorder) is produced, which is thendissipated towards the surrounding systems in the form of degenerated matter (waste) and

    degenerated energy (heat). Think of your own body as a dissipative structure: you eat

    delicious food, which smells good and tastes good and looks good, which is digested in your

    body, used as energy source and material for growth and cell renewal ... and which is then

    dissipated as something that is lukewarm and stinks. But this material, in turn, can form the

    input for other living organisms: plants, which feed animals, etc., which in turn end their life

    on your table!

    The construction and maintenance of such an internal organization and order is done at the

    expense of the surrounding systems: there is a permanent interaction with the outside world

    189 E. Jantsch, The Self-Organizing Universe, p. 29.

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    needed in order to extract highly ordered energy and matter from them and to expel low

    valued waste and thermal energy towards those same surrounding systems. However, the

    construction of such an internal order is, within certain boundaries, independent from the

    surrounding systems: the system itself has a certain autonomy with respect to the outside

    world in the way it organizes its internal structure. So the dissipative structures are also called

    self-organizing systems. In this sense, the constitution of your body is irrelevant to the exactcomposition of your food, although it may influence your body mass index and health if some

    kind of food in your diet are lacking or are too abundant.

    Besides this duality of autonomy from the outside world for the organization of its internal

    order on the one side, andpermanent interaction and exchange of energy and matterin order

    to feed the construction and maintenance of that structure on the other side, dissipative

    structures are subject to still anotherat first sightparadox: their stability in a state far from

    the thermodynamic equilibrium. Dissipative structures continuously extract ordered structures

    and energy from their surrounding world in order to organize and maintain their internal

    structure. This policy prevents them from slipping down towards the static equilibrium state

    where entropy (disorder) is at its peak, where the increase of entropy has stopped, where timeand evolution have stopped and where the system is dead so to speak. On the contrary, the

    system keeps on functioning in a state far from equilibrium. At the same time self-organizing

    systems tend to have a high degree of stability, but this is not a static stability as with the

    thermodynamic equilibrium, characterized by invariableness and stiffness, but rather a

    dynamic stability, in which the overall structure of the system remains the same while there is

    permanent change in its components. This process of permanent changes occurs according to

    rhythmic oscillations: organized dynamic structures are a result of rhythmic patterns.

    The dynamic stability of a self-organizing system on the macro-level is based on permanent

    oscillations on the micro-level. These oscillations on the micro-level play also a basic role in

    the origination itself and the evolution of dissipative structures. When the deviations from theequilibrium state reach a certain level, for example due to positive feedback, this can result in

    a qualitative change in the nature of the system itself.

    The system stabilizes in a new organization structure quite different from its near-equilibrium

    state and characterized by higher energy extraction from its surrounding world than in the

    former equilibrium. The new order that has originated in this way can be of a temporal or a

    spatial nature. In temporal dissipative structures, the passing of the threshold triggers the

    system to leave the equilibrium state so it comes in a loop: the system keeps on going

    through the same cycle according to a fixed pattern and in a fixed amount of time, both

    specific for the origination structure the system has reached.

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    The figure above shows the limit cycle behavior of the Brusselator. The same periodic

    trajectory is obtained for different initial conditions (the initial conditions 1, 2 and 3 all lead to

    the same periodic cycle). The letter S represents the unstable steady state: this means that if

    the system is in state S, even the smallestdisturbance is enough in order to force the system to

    leave that state (via 4 to the same periodic cycle)!

    13.2.2 The evolution of dissipative structures

    The fluctuations that caused the origination of a dissipative structure out of a region near the

    equilibrium state do not cease to exist, but, on the contrary, constitute the basis for further

    evolution of the system from one stable organization structure towards another. In a way, a

    dissipative structure is stable within certain boundaries of these fluctuations. If they become

    too large, then the system can become unstable and this might result in a completereorganization of the system.

    When the system is disturbed, it has the tendency to maintain its stability by

    means of negative feedback mechanisms, which tend to reduce the deviation

    from the balanced state. However, this is not the only possibility. Deviations

    may also be reinforced internally through positive feedback, either in response

    to environmental changes, or spontaneously without any external influence.

    The stability of a living system is continually tested by its fluctuations, and at

    certain moments one or several of them may become so strong that they drive

    the system over an instability into an entire new structure, which will again be

    fluctuating and relatively stable. The stability of living systems is never

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    absolute. It will persist as long as the fluctuations remain below a critical size,

    but any system is always ready to evolve.

    F. Capra, The Turning Point, pp. 310-311.

    The study of the stability of a certain system is not an easy task, especially when unknown or

    unpredictable corruptive phenomena are in the play. But still we can formulate a very

    interesting rule on this subject.

    Nevertheless, one general result has been obtained, namely a necessary

    condition for chemical instability: in a chain of chemical reactions occurring in

    the system, the only reaction stages that, under certain conditions and

    circumstances, may jeopardize the stability of the stationary state are precisely

    the catalytic loops stages in which the product of a chemical reaction is

    involved in its own synthesis.

    Prigogine, Stengers, Order out of Chaos, p. 145.

    This general conclusion will proof to be of great value when we discuss the evolution of

    socioeconomic systems later on in this appendix.

    In a region of stability, the behavior of the system is determined by a certain syntax, and is, to

    a certain degree, predictable. When the system migrates from one stable organization

    structure (region of stability) towards another, it remains in a transit zone for a short period of

    time. And it is typical in such a transit zone that the system has the choice among at least two

    different organization structures it can evolve to. Therefore this transit zone is also called a

    bifurcation zone. This choice for the system introduces chance into the picture: it is not

    always predictable which one of the several possible options the system will choose in such a

    bifurcation point, so one cannot predict the precise evolution of the system in this region of

    instability. Remark the contrast with the predictability in the region of stability!

    In this respect we can say that a certain dissipative structure is just one phase in the evolution

    of a dynamic system, in which longer deterministic stability zones alternate with shorter

    probabilistic bifurcation zones. In these bifurcation zones the system has the freedom of

    choice for its further evolution, and the further it has evolved from the equilibrium state, the

    more options it can or has to choose from.

    A second property of a system in a transit zone, next to the freedom of choice among at least

    two options, is the principle of maximum entropy production. A particular aspect of this self-

    determination is the principle of maximum entropy production which holds near the unstable

    phases, in which a new structure forms. During the transition, entropy production increases

    significantly, whereas close to an autopoietic stable state it tends towards a minimum. In

    other words, the system does not spare any expense for the creative build-up of a new

    structureand justifiably so as long as an inexhaustible reservoir of free energy is available

    in the environment. At first, high energy penetration and maximum entropy production act as

    force for change, whereas after the establishment of a new basic structure there is a gradual

    shift toward a criterion of minimum entropy production per unit of mass190.

    A system can evolve through several organization structures, which become more and more

    complex. The structures further away from the dead equilibrium state are characterized by a

    190 E. Jantsch, The Self-Organizing Universe, pp. 50, 141.

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    greater extraction of energy and matter from the surrounding world and an increasing

    production of entropy, which is dissipated towards that same surrounding world. Due to the

    increased complexity of the organization, a greater flow of information is needed in order to

    assure the coordination of the several components and subsystems. And this increased

    information flow, by itself a result of the increased complexity, can also stimulate evolution:

    complex structures evolve quicker than simple ones. And due to the increasing number ofoptions in the bifurcation points, ever more organizational structures can arise: there is an

    evolution from simplicity and unity towards complexity and diversity at an ever-increasing

    speed191.

    13.2.3 The relation between the micro and the macro level

    Dissipative structures cannot exist on their own: they need their environment from where they

    can extract energy and matter in order to feed their internal processes and to where they canexpel degenerated products (waste and heat). So one has to consider these systems as a part ofa larger encompassing macro system.

    On the other hand, a dissipative structure itself can be composed of several subsystems, which

    by themselves are also dissipative structures and which feed their internal processes by

    sharing the amount of energy and matter that the overall system has extracted from its

    environment... or by extracting the necessary resources from other structures within that

    overall structure.

    This leads us to the notion of a leveled structure, in which each unit on a certain level is at the

    same time part of a structure of a higher level and by itself composed of several structures of a

    lower level. In this leveled structure there is interaction and interdependence amongcomponents on the same level and across levels.

    Many aspects of the relationships between organisms and their environment

    can be described very coherently with the help of the concept a stratified

    order, which has been touched up earlier. The tendency of the living systems

    to form multi-leveled structures whose level differ in their complexity is all-

    pervasive throughout nature and has to be seen as a basic principle of self-

    organization. At each level of complexity we encounter systems that are

    integrated, self-organizing wholes consisting of smaller parts, and, at the same

    time, acting as parts of larger wholes. For example, the human organism

    contains organ systems composed of several organs, each organ being made up

    of tissues and each tissue made up of cells. The relationship between these

    system levels can be represented by a system tree.

    F. Capra, The Turning Point, p. 303.

    In this leveled order of dissipative structures each system is linked with its environment by the

    exchange of energy and matter and by feedback-loops, both stabilizing and destabilizing. This

    allows for a very complex evolution. The circumstances in which the system of a micro level

    evolves are determined by the macro level. But the evolution of the macro level itself is the

    191 Cfr. the principle of ephemeralization formulated by B. Fuller in his bookCritical Path.

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    resultant of the evolution of the underlying micro level. So both levels influence each others

    evolution. This is called co-evolution.

    In such a stratified order, certain rules that are valid on one level can be overthrown on

    another level. So it is very well possible that the same action yields opposing results on two

    different levels: an action, which is good on one level, can be bad on another level. Theseconsiderations may seem rather strange for the minds of the people in the west. On the other

    hand, they are very characteristic for several eastern philosophies.

    In order to contract a thing, one should surely expand it first.

    In order to weaken, one will surely strengthen first.

    In order to overthrow, one will surely exalt first.

    In order to receive, one will surely give first.

    This is called subtle wisdom.

    Lao Tzu

    13.2.4 Symbiosis

    A dissipative structure extracts the energy and matter, needed for its existence and evolution,

    from its environment. This environment can be the surrounding world of the encompassing

    system, or it can be another subsystem within the overall system.

    In the latter case we could think of the situation as if the one system is parasitizing on the

    other. If, however, the one system is extracting too much energy and matter from the other

    one if it exploits the other to the limit then this system destroys its own source of vital

    resources, and thus endangers its own existence and evolution.

    In a balanced ecosystem animals and plants live together in a combination of

    competition and mutual dependency. Every species has the potential of

    undergoing an exponential population growth but these tendencies are kept in

    check by various controls and interactions. When the system is disturbed,

    exponential runaways will start to appear. Some plants will turn into

    weeds, and some animals into pests, and other species will be

    exterminated. The balance, or health, of the whole system will be threatened...

    Detailed study of ecosystems over the past decades has shown quite clearly

    that most relationships between living organisms are essentially cooperative

    ones, characterized by coexistence and interdependence, and symbiotic invarious degrees. Although there is competition, it usually takes place within a

    wider context of cooperation, so that the larger system is kept in balance. Even

    predator-prey relationships that are destructive for the immediate prey are

    generally beneficent for both species. This insight is in sharp contrast to the

    views of the Social Darwinists, who saw life exclusively in terms of

    competition, struggle, and destruction. Their view of nature has helped create a

    philosophy that legitimates exploitation and the disastrous impact of our

    technology on the natural environment. But such a view has no scientific

    justification, because it fails to perceive the integrative and cooperative

    principles that are essential aspects of the ways in which living systems

    organize themselves at all levels.F. Capra, The Turning Point, pp. 301-302.

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    As it is very well possible that opposing rules may be valid on the micro level and the macro

    level, we should not be surprised if individual greed and self-interest lead towards the creation

    of pests and the destruction of the overall system, while on the other side cooperation and

    altruism of individuals and groups can have a positive influence of the system as a whole,

    ergo also on those who take advantage of it. When two subsystems are competing for the

    available energy and matter necessary for their survival and evolution, this might result intoconflict and struggle. But this could also lead towards a forced evolution. From time to time

    during its evolution, every organism is forced to create a new environment for itself, because

    the old one is occupied by another one. These circumstances could be one of the reasons why

    species evolve to a higher level192. The system is forced to be creative in order to secure its

    own survival. In doing so, it can evolve towards a situation which, as a matter of fact, might

    be better than the previous one. As an introduction to the next section, we will apply this idea

    on a socioeconomic system.

    England is supposed to be the country where the Industrial Revolution started.

    Very often historical studies mention only the positive aspects of this

    evolution. But essential to the start of the Industrial Revolution was theimpotence of England at the end of the 18

    thcentury to compete with its

    neighboring countries. Compared to Flanders, England was no longer of

    economic importance. It was standing at a crossroad: or it had to give up its

    economic, political and military supremacy to other countries, or it had to

    change its economy very drastically by the introduction of technological

    innovations. There was no other way to compete with countries with a low

    level of labor-cost. The introduction of the spinning-machine, the shuttle and

    the steam engine in industry induced a radical change in the life of laborers and

    in the economy as a whole. The resulting substantial increase of productivity

    was a new agent in the economic process, so competition was no longer only a

    matter of the level of labor-cost.

    C. Vandenbroeke, Purchasing Power in Flanders, pp. 56-57.

    13.3 Socioeconomic systems

    A lot of the ideas and concepts on dissipative structures, discussed in the previous sections,

    have been implicitly used in this book when we discussed economy. We have no intention to

    repeat all of this. We will confine ourselves to the most striking similarities between

    dissipative structures and socioeconomic systems. We think that these could form the basisfor a further detailed study, which is beyond the scope of this book.

    On several occasions in previous chapters we have looked upon enterprises, social groups and

    countries as if they were systems constructing and preserving their internal order. In order to

    do this, energy and matter are extracted from the surrounding world and used to feed the

    internal processes while degraded energy and matter are dissipated towards the environment

    (thermal and other kinds of pollution). Perhaps we could consider the striving for profit as the

    realization of more internal order and dissipating more entropy towards the environment

    while making a loss is the equivalent of increased internal chaos or entropy. In this respect the

    question we have formulated in the section on economic misconceptions whether profit is

    possible and whether one system makes profit at the expense of loss for another system

    192 K. Lorenz, Our Last Chance, p. 48.

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    could be compared to the question how it is possible that some systems succeed in increasing

    their internal order at the expense of other systems.

    In an isolated economy (autarky) with zero-growth, there can indeed be no profit. But

    countries are open systems: they exchange matter and energy with their surrounding world: an

    individual country can increase its internal order; it can make a profit for society. And whenwe consider the earth as a whole, then we can speak of a closed system: only exchange of

    energy is possible with the outer world, but still it can increase its internal order, it is

    possible to make a profit for all of humanity!

    And if the overall system is not isolated, but open or even closed like Spaceship Earth, profit

    can increase for all of its subsystems! It doesnothas to be us or them!

    This clearly confirmed the reasonability of my working assumption that theaccelerated ephemeralization of science and technology might someday

    accomplish so much with so little that we could sustainingly take care of all

    humanity at a higher standard of living than any ever experienced, which

    would prove the Malthusian only you or me doctrine to be completely

    fallacious...

    B. Fuller, Critical Path, pp. 148-149, xxv.

    In this respect we can also understand the evolution of the profit-ratio as described in the

    section on the evolution of the profit-ratio. In times of war, which surely are bifurcationzones, the profit-ratio increases suddenly, just as there is maximum entropy production near

    unstable phases in the evolution of dissipative structures. The profit-ratio shows the tendency

    to decrease in between wars, just as the entropy production tends to a minimum in the stable

    region of a dissipative structure.

    We have also stated that a socioeconomic entity has no raison dtre on itself, but should be

    considered as a subsystem that has a certain role to play inside a system of a higher level and

    in interaction with other entities within that system. The notion of co-evolution between the

    micro-level and the macro-level has been introduced in the basic assumption of our economic

    model that profit (micro-level) is a consequence of growth (macro-level), and that the way

    how profit is divided among socioeconomic subsystems on the micro-level determines future

    growth on the macro-level.

    The way socioeconomic subsystems evolve is conditioned by the evolution of the overall

    system, but at the same time we can say that the overall system is the resultant of the

    underlying subsystems. From this co-evolution follows the idea that seemingly conflicting

    interestshigher wages for employees versus higher profits for employerscan form a unity

    if we consider them from the level of the overall system. Rules which are valid on the micro-

    level can yield the opposite result if applied to the macro-level.

    From the interplay of opposites follows the periodical behavior of economic entities. Within

    certain boundaries of the fluctuations, the economic system evolves according to a stable,

    well-defined and even predictable pattern: it has a strong dynamic stability. So one canunderstand the periodicity and the recurrence of most economic entities as shown in the

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    chapter 2: the system keeps on going through the same cycle according to a fixed pattern and

    in a fixed amount of time: about sixty years, two generations. In the US economy there has

    been at least one recession every decade, and a great depression every third or sixth decade in

    the sense that if the third decade managed to avoid a depression, then the sixth decade

    experienced a cumulative effectan all-out disaster193.

    Disturbances and fluctuations can be neutralized by applying negative feedback mechanisms.

    If we consider the economy of a country in its initial stage, when the elementary needs are not

    yet fulfilled, as after a war, then we can see reciprocity relations. The principle of the rubber

    cylinder described by Buckminster Fuller in the section The Social Purpose of Profit is, as a

    matter of fact, nothing else than the principle of reciprocity introduced in the theory of

    thermodynamic systems by Onsager: in a young economy the pursuit of profit and the

    satisfaction of needs have a mutual influence on each other. By trying to increase his turnover

    and his profit, a businessman hires employees. So these employees are now in a condition that

    they can satisfy their needs. And by increasing the wages of the employees, so their

    purchasing power increases, the companies can make a greater turnover and more profit. The

    feedback mechanism has a stabilizing influence and is used to fine -tune the economy(Keynes). One thinks in terms of equilibrium and continual growth and progress, equilibrium

    of supply and demand, complete employment

    But, alas, the necessary condition for the system to become unstable the catalytic loop

    mentioned in the previous section is also fulfilled. One of the state-variables of the system

    plays a role it its own synthesis: profit is at the same time a result of economic growth, while

    the distribution of profit determines future growth and thus future profit. So, when the

    fluctuations of certain variables become too large, due to the positive feedback-loops the

    rich becoming richer and the poor becoming poorer then the whole socioeconomic system

    becomes unstable, the oscillations grow194 to such an amplitude that certain variables go into

    saturation, non-linearities occur so that the systems internal dynamics change drastically. Abifurcation zone is reached. The former model of the economic process is no longer adapted

    to the economic reality, as a new socioeconomic system has evolved.

    Under the watchful eyes of the Keynesian policy-makers, capitalism seemed to

    be operating smoothly for a full quarter of a century following the Second

    World War. There were mild collapses occasionally, but no duplication of the

    1929 tragedy195. But just when the war against economic crises seemed to have

    been won, another intractable problem, potentially more dangerous than large

    scale unemployment, cropped up and has persisted since 1969 namely the

    coexistence of inflation with a high level of unemployment. This problem

    eluded Keynes, for there is supposed to be a trade-off between unemployment

    and inflation in the Keynesian system: both cannot rise or decline at the sametime. As yet there is no consensus among economists there hardly ever is

    as to how the new challenge should be met. The problem admits of no simple

    and politically feasible solution196.

    R. Batra, The Great Depression of 1990, p. 72.

    193 Ravi Batra, The Great Depression of 1990, p 118.194 See the charts in the section the evolution of money-growth and inflation from The Great Depression

    of 1990 written by Ravi Batra.195 But October 2008 surely was a new bifurcation point!

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    In this respect we can understand why there have been so many different economic schools

    in the course of history: the economy changes in the course of time, so there can be no

    economic theory that is valid in all circumstances and for all times. One should rather think of

    it as a temporal stage in the evolution of a dynamic system.

    Economists tend to freeze the economy arbitrarily in its current institutional structure insteadof seeing it as an evolving system that generates continually changing patterns. To grasp this

    dynamic evolution of the economy is extremely important, because it shows that strategies

    which are acceptable at one stage may become totally inappropriate at another197.

    As discussed in the previous section, we can propose a stratified order to describe the

    socioeconomic systems:

    Spaceship Earth. Political and economic power-blocks. Countries. Socioeconomic groups (branches of industry, unions,...). Socioeconomic entities (families, companies,...). Individuals.

    Most of these systems are open: they exchange matter and energy with their surroundings.

    Only the system of the highest level is closed, as the Earth exchanges mainly energy with the

    Universe (useful solar energy is taken in while low-valued thermal energy is dissipated

    outwardly) and no or very little matter is exchanged. In this stratified order, each subsystem

    tries to construct its own internal order by extracting useful energy and matter from its outside

    world and by expelling entropy and disorder to its outside world. This outside world can be

    the system of a higher level, a lower level or the same level.

    In the latter case we can say that one subsystem is parasitizing on another one. As the

    exploited system is obstructed in its striving for more internal order, or even worse, as its

    internal order is destroyed by the extraction of energy and matter and by the entropy

    dissipated by the other system198, we can say that this surely will not happen by free will: there

    will be oppression of one system by the other, oppression that might even be imbedded in the

    legal system199. This parasitism, based on oppression, cannot go on forever. Tensions arise

    between the exploited and the exploiting socioeconomic subsystems, and these tensions

    increase as the internal order of the exploited system is more and more hampered, so its very

    survival is at stake.

    When these tensions exceed a certain level, a zone of instability and turmoil is reached, a

    bifurcation point characterized by the fact that the systems have the choicein a way to speak

    from at least two options. One option could lead to the integration of the two subsystems

    into a new system, which then extracts the matter and energy needed for its evolution from a

    third system. The situation of parasitism, exploitation and oppression continues: internal

    parasitism is then replaced by external parasitism. Lower classes in the two merged

    196 Eight days a week?197 F. Capra, The Turning Point, p. 236.198 Shell in Nigeria, see the film The Age of Stupid.199 See Buckminster Fuller, Critical Path, chapter Legally Piggily.

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    systems are granted more rights and material wellbeing as a reward for their support during

    the turmoil, while exploitation becomes an export product. But after a period of stable

    evolution, problems will rise once more due to the depletion of matter and energy in the third

    system or the increasing tensions between the third system and the other two. Again

    integration of the third system can occur, etc.

    In this respect we can understand the evolution towards socioeconomic power-blocks of ever

    increasing magnitude, parallel with the arising of democracy in the western world. Nowadays

    we can recognize as major socioeconomic power-blocks the capitalistic western world, the

    former communistic countries, the Asian emerging economies, and the poor southern

    hemisphere, that functions as source of cheap labor, raw materials and energy, without being

    able to increase its own economic internal order. Now, at the beginning of the 21st

    century,

    humankind has reached the physical borders of its ecosystem. This holds the danger that the

    western world could fall back from a system of external parasitism to a system of internal

    parasitism: as matter and energy can no longer be extracted from other subsystems, the

    different subsystems within a power block might try to increase their order at the expense of

    other subsystems: power-blocks could then disintegrate200

    instead of integrate to a system of ahigher level, social evolution is then reversed in time. The society falls back to a lower level

    of evolution, with less democratic rights and less material wellbeing for all the social classes,

    except, of course, those in command, the military and the intellectual priesthood.

    But if a certain group of subsystems feed their internal processes by importing energy and

    matter from their outside world, then there is no need for internal exploitation, oppression and

    parasitism within the system. If we apply this on the highest level of our stratified order,

    Spaceship Earth, then we can see that a world society with social justice and without

    parasitism and oppression of one subsystem over the others is only possible if the subsystems

    import all or most of the energy they need from outside the Earth. The establishment ofsolar

    energy and renewable energy from wind and tidal waves, geothermal energy andhydroelectricity as the basic energy source for our social and economic system is not only an

    ecological must, but also a necessary although not sufficientcondition in order to evolve

    to a society with social justice, where all socioeconomic entities can live with each other

    without mutual aggression, parasitism or oppression. Ecology, development of the Third

    World countries and the cry for peace (make love, not war), which have been supported on an

    intuitive basis by generations of young people since the Summer of Love of 1967 and the

    anti-war movement, are inseparably linked to each other. And now they seem to be

    scientifically supported by the systems view of life, which has originated out of the theory

    of dissipative structures and self-organizing systems.

    The systems view of life is an appropriate basis not only for the behavior and

    the life sciences, but also for the social sciences, and especially for economics.The application of systems concepts to describe economic processes and

    activities is particularly urgent because virtually all our current economic

    problems are systemic problems that can no longer be understood via Cartesian

    science.

    Conventional economists, whether neoclassical, Marxist, Keynesian, or post-

    Keynesian, generally lack an ecological perspective. Economists tend to

    dissociate the economy from the ecological fabric in which it is embedded, and

    200

    Is this respect we can understand the fall of the Roman Empire, as it failed to install a new internalsocioeconomic order once it had reached the borders of its physical world, borders which were imposed by the

    level of communication and transport technology at that time.

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    to describe it in terms of simplistic and highly unrealistic theoretic models.

    Most of their basic concepts, narrowly defined and used without the pertinent

    ecological context, are no longer appropriate for mapping economic activities

    in a fundamentally interdependent world.

    F. Capra, The Turning Point, p. 431.

    In order to elaborate this new vision in science, economy and society, it is of paramount

    importance that a joint effort is made out of different academic disciplines, ignoring the

    traditional and institutionalized boundaries. A birds eye view over the field of holes in

    needed. Today, we urgently have to extract out of the synthesis of every scientific discipline

    the key elements, and incorporate them in a harmonic and cosmic overall picture... To

    accomplish this endeavor demands for a cyclopean mind, as it transcends the capabilities of a

    single human being. This intellectual and cultural effort can only be tackled with a reasonable

    chance for success by a group of scientists and researchers 201.

    On the other hand, we must not ignore the importance of individual efforts as sources of

    renewal within rigid and outdated structures.

    We believe that models inspired by the concept of order through fluctuation

    will help us with these questions and even permit us in some circumstances to

    give a more precise formulation to the complex interplay between individual

    and collective aspects of behavior. From the physicists point of view, this

    involves a distinction between states of the system in which all individual

    initiative is doomed to insignificance on the one hand, an on the other,

    bifurcation regions in which an individual, an idea202 , or a new behavior can

    upset the global state

    Be it biological, ecological, or social evolution, we cannot take as given either

    a definite set of interacting units, or a definite set of transformations of these

    units. The definition of the system is thus liable to be modified by its

    evolution. The simplest example of this kind of evolution is associated with the

    concept of structural stability. It concerns the reaction of a given system to the

    introduction of new units able to multiply by taking part in the systems

    processes.

    The problem of the stability of a system vis--vis this kind of change may be

    formulated as follows: the new constituents, introduced in small quantities,lead to a new set of reactions among the systems components. This new set of

    reactions then enters into competition with the systems previous mode offunctioning. If the system is structurally stable as far as this intrusion is

    concerned, the new mode of functioning will be unable to establish itself and

    the innovators will not survive. If, however203, the structural fluctuation

    successfully imposes itself if, for example the kinetics whereby the

    innovators multiply isfast enough for the latter to invade the system instead

    of being destroyed the whole system will adopt a new mode of functioning,

    its activity will be governed by a new syntax.

    201 J.B. Quintyn, A Cultural Journey Through Biology, Mathematics, Cosmology, Theory of Relativity,

    Cosmogony, p. 191.202 Eight days a week?203... the system is structural unstable (it is!) and ...

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    Prigogine, Stengers, Order out of Chaos, p. 206, pp. 189-190.

    It is up to us, the people, to do something for the people about what is described in this

    study. But you and I cannot do this alone. It has to be done by the people. The first step is to

    reach out and touch somebodys mind, pushing barriers and planting seeds fast enough, toinform other people, your family, friends, colleagues who might be interested in this matter.

    They can then inform other people, and so one. Maybe then world affairs can be changed.

    Consider the following table, and you will be surprised how easily and fast you can reach out

    to the whole world after some iterations: you share this study with 2 persons, they share it

    each with two other persons, and so on. After 10 iterations, 210

    = 1,024 persons have been

    reached. But you could also inform 3 persons, or 4 The result is really spectacular.

    2 to the power 10 is 1,024 Your street

    3 59,049 Your community

    4 1,048,576 Your town

    5 9,765,625 Your state

    6 60,466,176 Some other states

    7 282,475,249 Your country

    8 1,073.741,824 Some other countries

    9 3,486,784,401 Half of the world population

    Beyond that, we have to go extraterrestrial.

    13.4 Dissipative structures, communication and creativity

    13.4.1 Extension of Shannons communication-model

    In appendix A we have introduced some basic notions on information and communication

    theory. Our line of thoughts was based on the information theory elaborated by Shannon and

    others. We have explained and illustrated several topics, such as

    The information content of a message, determined by its probability of occurrence. The capacity to transmit information over a channel and the minimum time and/or

    energy needed in order to transmit a message.

    The concept of signal-space as the abstract representation of the paradigm of aperson or a society.

    But this theory has its limitations: it only deals with stable communication structures in the

    sense that, once the signal-space of sender and receiver are given, these two can onlycommunicate within the intersection of their two signal-spaces. The communication model

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    evolved in appendix A is applicable on the transfer of information that fits in an a priori

    defined and rigid structure. This is indeed the case for most technical communication systems.

    Living organisms, and man in particular, are able to handle stimuli and signals which do not

    fit in their initial signal-space, and they can even adopt the structure of their signal-space in

    order to encompass this new information. This dynamic process of expansion of signal-spaces

    is not covered by the Shannon-model described in appendix A. So we were forced to illustratethis with the help of the metaphor of digging holes of Edward de Bono. We then also made

    allusion of the existence of a new hole that would help us in understanding the origination of a

    new hole. In electronics this is called bootstrapping. In the textbook Integrated Electronics

    on page 277 we read: The term arises from the fact that, if one end of a resistor changes in

    voltage, the other end of it moves through the same potential difference; it is as if the resistor

    were pulling itself up by its bootstraps204.

    In the classical theory, communication is mainly considered as a one-way transfer of

    information from the source to the destination. The transmitted message falls within a

    predefined and rigid structure. Furthermore, this process of transfer of information leaves the

    sender and receiver unchanged. When for example the destination has received a messagewith a certain probability of occurrence and thus a certain information content, then the

    chance for another transmission of the same message remains the same: next time the same

    message is received the destination receives the same value of information.

    Carl Friedrich von Weizscker has defined information as that which generates new

    information205. According to him, the purpose of communication is not only the sheer

    transfer of information from sender to receiver, but also to influence the receiver and to

    induce a certain change in his behavior. The receiver can then react in a way which is not

    predefined in his signal-space: new information-unity-vectors are created. His son, Ernst von

    Weizscker, calls this kind of information pragmatic information. This pragmatic

    information is composed of two aspects: confirmation and novelty (see figure below).

    204 I find this a rather amusing thought. A levitating resistor?205 E. Jantsch, The Self-Organizing Universe, p. 50-53.

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    PragmaticInformation Shannon -

    Weaver

    NoveltyConfirmation

    100%0%

    0%100%

    Pragmatic (effective) information is composed of the two componentsnovelty and confirmation, and reaches a maximum when bothcomponents are balanced. After E. von Weiszcker (1974).

    Confirmation is that part of the information that fits within and thus strengthens the existing

    knowledge of the receiver: confirmation completely falls within the existing signal-space of

    the receiver, so no new insights or ideas are transmitted. Confirmation does not induce any

    changes with the receiver, so thepragmatic information content is nil.

    Novelty, on the contrary, is information which lays completely outside the signal-space of the

    receiver and in most cases will confuse that receiver: the stimuli and signals he is faced with

    are perceived as erratic and chaotic, as he cannot project them on known concepts, on already

    established information-unity-vectors of his signal-space a that time, he does not know how tohandle the new information. So, complete novelty has no pragmatic information content

    either.

    Confirmation and novelty are complementary aspects of pragmatic information: when one of

    the two is high, the other is low. Only a combination of confirmation and novelty results into

    a reasonable pragmatic information content, and in between the two extremes lays a

    combination which yields a maximum of pragmatic information, i.e. can have a strong

    influence on the behavior of the receiver.

    With the help of Erich Jantsch we can describe how a persons signal space is expanded, and

    we do this in terms of the theory of self-organizing systems.

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    We may now easily establish the connection between this model of pragmatic

    information and the ordering principles at work in equilibrium and non-

    equilibrium structures (see figure below).

    PragmaticInformation

    Equilibrium

    structures

    NoveltyConfirmation

    100%0%

    0%100%

    Dissipative structures transform novelty into confirmation, whereas equilibrating structures tendtowards maximum confirmation. Dissipative structures may evolve through states characterizedby maximum novelty (instable threshold) to new states characterized by a balance betweennovelty and confirmation (autopoiesis). In this transition, the entropy production reaches amaximum (area A), whereas in autopoiesis it tends toward a minimum (area B).

    A B

    Entropy production

    Autopoiesis

    Dissipative structures

    Instabilitythreshold Equilibrium

    A hundred per cent confirmation corresponds to a system in thermodynamic

    equilibrium. That pragmatic information becomes zero at this point is the

    correlate of the impossibility of bringing about any directed effect in

    equilibrium. A hundred percent novelty, in contrast, may be interpreted as the

    instability phase in which stochastic processes cease to confirm the old

    structure and have not yet established the new structure. Everything happening

    in this phase is novel. In between, in the balance between novelty and

    confirmation, we find the domain of autopoiesis.The scheme according to figure above also allows the representation of the

    change in entropy production occurring when a new dissipative structure is

    born. Entropy production206, is this context, is nothing else but the production

    of structure, implying at the same time more information and more

    confirmation. Immediately beyond the chaos of the instability threshold

    maximum entropy production is needed to attain a certain degree of

    206 More entropy is less structure. I think Jantsch meant here that energy is needed in order to create

    more structure. In doing so, the high valued energy is degraded to entropy, which is then dissipated. So, in this

    sense there is entropy production, but also consumption of energy. This remark of me is in line with the rest of

    his explanation. I have added this remark in order to counter Malthusianistic organizations which still adhere theprinciple of creative destruction, like the Halliburton Company and the Carlyle Group. You do not need

    destruction in order to create new forms of organization. This can be done by mutual agreement and consent.

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    confirmation. Area Ain the figure above has to be won very quickly by hard

    work207. After the formation of an autopoietic structure, however, the system

    oscillates in a balance between novelty and confirmation and has to do work

    only to the extent that novelty must be coped with continuously, as exemplified

    by area B in the time unit. This work, or entropy production, never becomes

    zero because the structure is kept busy by novelty entering through theexchange with the environment. In the scheme, it is pushed toward the left so

    that maintaining the balance requires ever new work (movement towards the

    right in the scheme). In this way, novelty is continuously transformed into

    confirmation. Cognition is not a linear process, but a circular process between

    the system and its environment.

    E. Jantsch, The Self-Organizing Universe, pp. 52-53.

    A lot of the considerations that we have formulated in appendix A can be understood in these

    terms. There we have said that there is no transfer of information possible outside theintersection of the signal-spaces of sender and receiver. Now we can expand this view: if

    there exists already a certain intersection between the two signal-spaces, and there is the

    intention with both communication partners and they are willing to spend the energy and time

    to transfer novelty into confirmation, then communication can result into an increase of the

    region of intersection. This increase of the intersection of the signal-spaces in turn results into

    better communication opportunities and also an increase of the individual signal-spaces of

    both parties. Both their paradigms have been expanded thanks to exchange of their mutually

    exclusive information-unity-vectors. Isnt this the proof that interdisciplinary research is a

    must, while specialization, in the long run, leads to pure confirmation, to mummification, to

    intellectual death?

    Communication is possible only where the cognitive domain of autopoietic

    systems overlap sufficiently. In intellectual discussions, too, a dialogue of the

    deaf only too often results. The other system has to have the possibility, in

    energetic and functional respects, of partially realizing the same dynamics.

    Communication is not giving, but the representation of oneself, ofone's own

    life, which evokes corresponding life processes in the other. This is the way in

    which living systems communicate with each other.

    E. Jantsch, The Self-Organizing Universe, pp. 203-204.

    So we can recognize the origination of an irreversible process: the expansion of the signal-

    space of all parties involved in the communication process by the continuous transformation

    of novelty into confirmation.

    In the fourth of the books in which Carlos Castenada transmits the world view

    of the shaman Don Juan of the Mexican Yaqui Indians, there is a striking

    parallel and generalization of this principle. According to Don Juan, reality is

    divided into two aspects, one of which (the tonal) comprises the regularities of

    a world ordered by our concepts, whereas the other (the nagual) represents the

    unexpected. The latter aspect may be mastered by creative thought and action

    and by spontaneous decisions (i.e. by free intuitive will). Thus the task of life

    207 I hope one day you will join us!

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    is the never ending transformation of the nagual into the tonal, of novelty into

    confirmation. The British Nobel Laureate in Physics, Brian Josephson (1975),

    has pointed out that this implies a new expression for the directedness of time,

    for the irreversibility of life processes.

    E. Jantsch, The Self-Organizing Universe, pp. 228-229.

    But indeed, in order to let the process of expansion of its signal-space take place, the receiver

    must be willing to do the effort to gain new experiences and to transform these into

    confirmation.

    Each system has to make its experiences by itself, has to cope by itselfwith its

    structural problems and has to itselfsecure the energy flow to unfold its life...

    True learning is never rote learning, but always stimulated experience by

    oneself.

    E. Jantsch, The Self-Organizing Universe, p. 205.

    In this respect we can see that having an open mind towards novelty is the same as having an

    open mind towards life itself. To isolate oneself from novelty and new ideas and to base ones

    opinion purely on (academic) confirmation can only lead to mummification, to rigidity, to

    intellectual death.

    13.4.2 Scientific evolution

    The insights we have gained in our discussions on dissipative structures and self-organizing

    systems as well as previous considerations on pragmatic information, novelty and

    confirmation can be applied to describe how scientific ideas evolve in the academic world.

    Based on their scientific research and the results of their experiments, scientists deduct

    general rules and principles, which in turn constitute the fundamentals of a scientific theory.

    Further experiments are then set up and their results interpreted in terms of that theory. The

    aspect confirmation rules over novelty, novelty is as much as possible reduced to

    confirmation, which increases the authority of the theory. In terms of dissipative structures,

    we can say that established science is the region of stability, where determinism is

    dominating. Unfortunately, it happens often that novelty, which cannot be reduced toconfirmation within the ruling theory, is ignored or even rejected.

    There are striking examples of facts that have been ignored because the

    cultural climate was not ready to incorporate them into a consistent scheme.

    The discovery of chemical clocks probably goes back to the nineteenth

    century, but their result seemed to contradict the idea of uniform decay to

    equilibrium. Meteorites were thrown out of the Vienna museum because there

    was no place for them in the description of the solar system.

    Prigogine, Stengers, Order out of Chaos, p. 307.

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    But with the help of technological means, the scientist increases his field of observation, he

    can expand the intersection of his signal-space with Nature. In doing so, he is faced with ever

    more phenomena and experimental evidence which cannot be reduced from novelty into

    confirmation. The ruling theory, which is like a stable and even rigid organization pattern, is

    faced with an increasing pressure of facts, so that after some time a small number of scientists

    start to question the validity of that theory. Then science goes through a crisis, it has reached abifurcation point it its evolution. It is a striking feature of such a transformation period that a

    lot of attention and energy is spent by the confirmationists in trying to save the old theory,

    while others, the novelists, are vigorously examining the new phenomena and searching for

    a new consistent theory. Basic principles, which were once commonly accepted knowledge,

    are put to question. This usually happens by individuals or small groups, and totally

    unorganized or uncoordinated. If often falls out of the control of the establishment. As with

    thermodynamic dissipative structures, several options are possible: scientists can start to dig a

    new hole on several places. Chance and intuition play an important role in this.

    The holistic knowledge of the systems own evolution which corresponds to

    re-ligio and which may already be observed in chemical dissipative structures,may be called in-tuition, which is literally learning from within. Intuition is not

    structural knowledge, but knowledge of ones own historical process. In this

    way, intuition becomes the only factor to guide direction when in processes of

    fast change, the orientation by means of stored information and by means of

    interpreting the exchange with the environment all fail.

    E. Jantsch, The Self-Organizing Universe, p. 220.

    Initially, the collective resistance and criticism from those who still adhere the well elaborated

    holes and established theories because of their academic status and the unacademicalapproach of the others is a brake on the individual attempts for an intellectual renaissance.

    But once one of these new theories becomes more and more structured and successful in

    explaining experimental results, then the academic world is willing to accept it. More and

    more scientists start to work on it, so it is elaborated to a well-proportioned theory. Again we

    enter a stable region, were all experimental results will be described in terms of the new

    theory. Novelty has become transformed into confirmation.

    So we can see scientific evolution as a succession of longer regions of stability, characterized

    by collectivity, rationality and determinism, alternating with short bifurcation regions, where

    individual creativity, intuition and very often pure chance prevail.

    13.4.3 Evolution of the brains

    The main feature of the evolution of life from the most primitive organisms towards the

    present day Homo Sapiens is the evolution of the brain and the neural system208. All the stages

    of this evolution are still present in any human being. According to the American

    neurophysiologist Paul D. MacLean one can see the brain as being composed of three parts(the thriune brain), each with their own structure, features and information-processing

    208 E. Jantsch, The Self-Organizing Universe, p. 165-169.

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    capacity. Each of the three parts has evolved during a certain stage in the evolution of living

    organisms.

    First there is the part that developed about 250 to 280 million years ago, together with the

    reptiles (the reptilian brain). One of the main characteristics of this part of the brain is the

    difficulty to process new information, it cannot handle new situations. It is, so to speak,genetically pre-programmed and it does not provide the ability to learn. Emphasis is

    completely on the processing of the aspect of confirmation of information. This part of the

    brain uses very little energy.

    In the second place there is the limbic brain, which originated together with the first mammals

    about 165 million years ago. This part has already a limited capacity to handle new stimuli,

    but at the same time it is considered to be the cause of the fact that most human beings stick

    too long to certain prejudices and ides fixes.

    And finally, there is the neo-cortex, which originated together with the primates (apes and

    human beings) 50 million years ago. In this part of the brain lay the powers to abstract, to

    reason, and to transcend the limitations of the immediate environment, in the sense that mandevelops the mental power to change the world around him according to his will ( self-

    reflexive mind). Totally new information can be processed, new information (ideas) can be

    created. This part of the brain uses most of the energy. It is a striking feature with man that

    this part of the brain is more developed than with any other living being, and, although the

    brain constitutes only a small part of the total weight of the human body, it takes the major

    part of the total consumption of oxygen and energy.

    This is in complete agreement with the model described by Jantsch: transformation of novelty

    into confirmation demands a lot of energy. With the evolution of living organism towards

    higher forms, the consumption of oxygen in the brain has increased. Conversely, would it then

    be possible to stimulate the mental evolution of an individual or of humanity as a whole, if the

    supply of oxygen to the brains could be increased in one way or another?

    As already mentioned, the three different types of brain are present in the human brain.

    According to which type prevails, an individual person shows creative tendencies and has an

    open mind to new ideas creative people are usually very open minded and have a good

    sense of humoror he shuts off the unfamiliar and hostile outside world and concentrates

    himself in confirmation (prejudices): The brain destroys in several steps of abstraction part

    of the informationthat part which cannot be expressed in the mental situation model 209. We

    may also say that confirmation is increased at the cost of novelty if novelty cannot be coped

    with210. Selective cognition leads to prejudices, prejudices lead to selective cognition.

    I hope I have been able to stimulate your neo-cortex and your appetite for novelty. And thatyou fully understand this statement from Albert Einstein: Problems cannot be solved at the

    same level of consciousness that created them.

    We repeat here some lines from our section on the relation between recurrence and paradigm.

    When a society functions according to a paradigm that is not in harmony with reality, and

    when, in spite of the crisis, it still follows the same line through, when it does not learn the

    necessary lessons and when it does not adapt its paradigm, then that society will again and

    again be faced with the same kind of crises even with increasing intensity , it will again

    and again go through the same scenario (scripts in transactional analysis, karma in eastern

    philosophies), just as the principal character in an ancient Greek drama: The tragic error in

    209 Signal-space!210 E. Jantsch, The Self-Organizing Universe, p. 178.

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    tragic drama is walking in blindness so that the tragic hero who intends to accomplish a

    certain result with his actions accomplishes the exact opposite211.

    The cause for recurrence and periodicity in economy can be found in the fact that the current

    socioeconomic paradigm is not in accordance with reality. The ever-repeating cycle of

    economic crises and wars can only be interrupted if we succeed to transcend the limitations ofthe present paradigm and if we can expand or even transcend our paradigm so it is more in

    tune with reality.

    211 Claude Steiner, Scripts People Live, p 60-61

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    14 Appendix C: Economy and Control System Theory

    14.1 An Economic Two-dimensional Flatland

    In our basis theory on the origin of profit we made the simplified assumption that there is a

    proportional relationship between the amount of money in circulationMand the average price

    level P. This is not the whole picture, as money has a velocity. The following lines are

    borrowed from Paul Samuelsons bookEconomics.

    In this discussion professor Samuelson uses the following economic concepts:

    GNP = Gross National Product

    M= the amount of money in circulation V= the velocity of circulation of money per year P = the average price level Q = the real (as distinct from current dollar) GNPIt is a historical fact that as dollar GNP has grown, so has M. WithMnow ten

    times as large as before World War II, dollar GNP is even more than ten times

    as large as its earlier figure...

    Why should there be any connection? Mis a stockmagnitude, something you

    can measure at an instant of time like any other balance-sheet asset. GNP is a

    flow of dollar income per year, something that you can measure only fromincome statements that refer to the passage of time between two dates212.

    A new concept can be introduced to describe the Fisher-Marshall ratios

    between two such different magnitudes: it is called the velocity of circulation

    of money per year and is written as V.

    Definition of velocity: The rate at which the stock of money is turning over per

    year to consummate income transactions is called the velocity of circulation of

    money (or more exactly, the income velocity, V).

    If the stock of money is turning over very slowly, so that its rate of dollar

    income spending per year is low, Vwill be low. If people hold less money at

    each instant of time relative to the rate of GNP flow (prices of apples * amount

    of apples + prices of oranges * amount of oranges + ...)213, then Vwill be high.

    The size of Vwill tend to rise with interest rates214. Also Vcan change over

    time with changes in financial institutions, habits, attitudes, expectations,

    computer communications, and relative distribution of M among different

    212Just as profit or cash flow for a company, or a balance of trade for a country.

    213Apples, oranges: quantity soldper year!

    214I would say V tends to rise with the rate of inflation! If real interest rates (interest rate minus

    inflation) are high, people will be inclined to save more and spend less, so V declines. But of course, wheninflation is high, interest rates are also high, but real interest on saved money is low, so people spend their money

    faster as it looses its value in their pocket and on their savings account. Thus Vincreases with inflation!

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    kinds of institutions and income classes. These changes in V need not,