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The four principles of adaptation
Edward M. Hulburt *
Woods Hole Oceanographic Institution, 520 Woods Hole Road, Woods Hole, MA 02543, USA
Received 24 July 2001; received in revised form 6 March 2002; accepted 16 April 2002
Abstract
There are four principles of adaptation. The first is that if two quite different entities occur under the same condition,
then one is adapted and the other is not adapted to this condition. Thus the warm-blooded vertebrate is adapted to
year-round temperature in temperate regions because it is behaviorally active year-round, whereas the cold-blooded
vertebrate is not adapted to year-round temperature because it is not active year-round. The second principle is that if
one entity occurs under two quite different conditions, then it is adapted to one condition but is not adapted to the
other condition. Thus the North American forest is adapted to moist conditions in the east and west, but is not adapted
to the non-moist, semi-desert regions of the southwest. The third principle is that if one entity is adapted to a second,
then the second is adapted to the first. Thus the white spruce was adapted to an expanding locale between 12 000 and
9000 years ago in the mid-west of North America, and this locale was adapted to the spruce. The fourth principle is that
two quite different entities occur under two quite different conditions, and one is adapted to its condition and the other
is adapted to its condition. Thus, there is a tendency (an entity) toward many boned toes in the paddle limbs of aquatic
vertebrates and this is an adaptation to swimming, and there is a tendency toward two or one toes in land vertebrates
and this is an adaptation to running. The four principles have a logically valid structure. An example is: if an animal is
behaviorally active under year-round temperate temperature, P , then the animal is adapted to year-round temperate
temperature, Q ; equivalent to: if the animal is not year-round adapted, �/Q , then the animal is not year-round active,
�/P :(P ‡/Q )�/(Q ‡/�/P ). Generation of this formula from the axioms of Logic for Mathematicians (Rosser, 1953)
takes a number of proofs. When it is said that an entity is behaviorally active, it is meant that the entity has the property
of being behaviorally active. When it is said that an entity is adapted (to year-round temperature), it is meant that the
entity has the property of being adapted, the property of adaptedness (to year-round temperature). This is the
philosophical realist view. So by empirical justification and logical and philosophical ramification, an integrated model
of the principles of adaptation is sought. # 2002 Elsevier Science B.V. All rights reserved.
Keywords: Logically valid model; Adapted; Not adapted; Warm-bloodedness; Cold-bloodedness; Terminal evolution; Repeating
evolution; Axiomatic proof; Property; Universal
1. Introduction
Mathematical models are the models par ex-
cellence. But logical models can be achieved* Tel.: �/1-5085483074
Ecological Modelling 156 (2002) 61�/84
www.elsevier.com/locate/ecolmodel
0304-3800/02/$ - see front matter # 2002 Elsevier Science B.V. All rights reserved.
PII: S 0 3 0 4 - 3 8 0 0 ( 0 2 ) 0 0 1 2 4 - 2
(Hulburt, 1992, 1996, 1998, 2001). How can a
mathematical model be transformed into a logical
model? Next will be provided an attempt at such a
transformation.Mathematical models in ecology can be exem-
plified by predator-prey models. Here is one
(Caughley and Lawton, 1981, p. 106). ‘‘If the
rate of renewal of the food of the herbivores, g , is
independent of the standing crop of plants, v , food
availability changes as dv /dt�/g ,’’ or dv�/gdt .
There is an arresting feature about this equation. It
is logically valid. To see this, think that if a larger
value of t is matched by a larger value of v , then a
not larger value of v is matched by a not larger
value of t . My thought is that this is a legitimate
appraisal of the equation and brings out its
logically valid structure. This appraisal underlies
the first and second principles that will be pre-
sented later.
Equally well the equation could be appraised in
this way: if t is a certain value then v has its value
and if v has its value then t is a certain value*/
which is to say that t is a certain value just in case
v has its value too. Though redundant, this is valid
and is the basis of the third principle to be
presented.
Then too, the equation could be appraised in
this way: if t is a certain value then v has its value,
t is in fact a certain value, so v does have its value
(modus ponens). Yet in the paper cited above, in
addition to v , the amount of food (for the
herbivore), there is H , the amount of the herbi-
vore, so that dH�/[rH (1�/dH/g )]dt . Thus if t is a
certain value then H has its value, t is in fact a
certain value, so H does have its value*/modus
ponens again. So there are two cases of modus
ponens, a valid structure, available from the food�/
herbivore model. In the coming pages this two-
modus ponens structure will be the foundation of
the fourth principle.
In the second equation being analyzed, v is the
amount of plant food, g is the rate of renewal of
plant food, H is the amount of herbivore, r is ‘‘the
herbivore’s intrinsic rate of increase,’’ and b is ‘‘therate of intake sufficient to maintain a herbivore
and allow its replacement in the next generation.’’
Both the amounts of food and of herbivore are
properties of the system. The three rates are
properties of each plant and each animal in the
system. Each plant and each animal is composed
of properties. The rate properties are transmitted
to the system, where the system is conceived of asan entity, like a plant or animal. So the system is a
system of properties. Properties are the constitu-
ents of the system and thus are the structure of the
system as a model.
Thus the plan of this adaptation enterprise is to
use logically valid expressions gotten from simple
and basic equations and to use a system of
properties, for the parameters of the equationsreally are properties.
2. The plan of the adaptation enterprise
The intent of this enterprise is to justify adapta-
tion in three ways. The first way is that there
should be a factual basis, an observational basis
for the inference to adaptation, for the justification
of adaptation. The second way is that there shouldbe a proof method to derive this inference, to
generate this justification. The third way is that
there should be a philosophical framework to
insure the reality of the justification of adaptation.
The first way means that basing adaptation on
natural selection is to be excluded. Natural selec-
tion is a supposition; it is the grand surmise of
evolution (Dennett, 1995; Dawkins, 1996). But it israrely factual, observational. A case of natural
selection was observed in the Galapagos finches
(Boag and Grant, 1981). But this is rare. So when
Stern (1970) says ‘‘whatever has been produced by
selection is to be designated as better adapted,’’
this approach will be excluded because we cannot
know usually that natural selection really did
happen. Likewise when Gould and Vrba (1982)
Fig. 1. Upper figure: percentage of time shells of mussels remain open during 24-h periods at different temperatures ranging from 1.0
to 24.9 8C (from Loosanoff, 1942). Lower figure: mean rate of water pumping by oysters at five homogeneous temperature levels
(from Loosanoff, 1958).
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8462
Fig. 1 (Continued)
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 63
Table 1
Growth of pure cultures of unicellular algae
Growth rates of isolates of several diatom species in div./day at various temperatures
Temperature (8C)
1 4.5 7 9 11.5 14.2 17 20.3 22 25.7 27.5
Asterionella glacialis Cape Cod 0.45 0.79 1.28 1.51 1.28 0.47 1.84 1.23 1.38 1.23 0
Thalassionema nitzschioides Cape Cod 0.74 0.67 0.80 1.11 1.14 1.14 1.58 1.84 1.38 0.52 0
Temperature (8C)
2.8 4 7 10 13 16 19 22.2 24�/25 27�/28 30
Skeletonema costatum Long Island Sound 0.38 0.50 0.75 0.92 1.04 1.33 1.66 1.58 2.21 1.80 0
Growth rate of Nannochloris atomus in div./day at various temperatures
Temperature (8C)
5 10 15 20 25 30
New York 0.00 0.14 0.65 0.80 0.71 0.32
Cape Cod, Long Island Sound, and New York are on the eastern coast of the USA, and are where the species were isolated.
E.M
.H
ulb
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say that the wing is an adaptation for flight since itwas produced by natural selection, this approach
will be excluded because we cannot know for sure
that natural selection really did produce the wing
as an adaptation for flight. Thus the justification
for adaptation will not have this suppositional
basis. Instead, the justification for adaptation will
be expressed in four formulae, four compound
descriptive statements based on fact, on observa-tion.
The second way means that the formulae, the
logically valid expressions, for adaptation will be
generated from axioms in a manner well estab-
lished in symbolic logic, in mathematical logic.
The third way means that there are not merely
adapted entities but there is the property of
adaptation, adaptedness, which the adapted enti-ties have. The property adaptedness bridges the
gap between the adapted entities and produces the
connectedness of the enterprise as an overall
model.
Thus the inference to adaptedness will be based
on fact, will be derivable, and will be model
oriented. This will result in an integrated model.
A crucial flaw in the inference from naturalselection to adaptation is that the inference cannot
yield any but adapted entities. An example from
Kricher and Morrison (1988), pp. 141�/143, says
that in the eastern woodchuck of the USA, ‘‘the
ability to hibernate. . . is an adaptation.’’ The grey
squirrel lacks this adaptation, they point out. For
the woodchuck, they want us to believe without a
shred of evidence that ‘‘In the past, probablymillions of years ago, woodchuck ancestors pos-
sessing the ability. . . to sleep deeply for at least
part of the winter, were the ones that survived the
best. . . and left most offspring in the overall
woodchuck population.’’ They speculate about
the origin of an adaptation and in the process
leave unmentioned the obvious contrast between
the woodchuck that is adapted because it hiber-nates and the squirrel that is not adapted because
it does not hibernate.
In the next part, the adaptational enterprise to
be presented will differentiate between cases
wherein adaptation and its denial pertain and
cases wherein only the affirmation of adaptation
pertains. This differentiation will be accomplished
by the four principles of adaptation. But the fourprinciples will be concerned with a deeper feature,
the composition of adaptation itself.
In order to prepare for the next section the
following technical details are presented: P , Q , R ,
S are short statements abbreviated; ‡/ goes
between a statement beginning with if and one
beginning with then ; �/, �/, �/, �/ are abbrevia-
tions for and , or , not, equivalent to ; �/ is therefore ;Fx , Gx are x is F , x is G.
3. The first two principles of adaptation
What is the purpose of the first two principles ofadaptation? The purpose is to show what adapta-
tion is, what the composition of adaptation is.
Once natural selection is excluded as an explana-
tory basis of adaptation, an ecological explanatory
basis of its composition can be taken up as follows
next.
The first and second principles of adaptation are
these:First*/if two quite different entities occur under
the same condition, then one is adapted to the
condition and the other is not adapted to the
condition.
Second*/if one entity occurs under two quite
different conditions, then it is adapted to one
condition but not adapted to the other condition.
4. The justification of the first principle of
adaptation
The first principle applies with two quite differ-
ent entities occurring under the same condition.The two quite different entities may be:
Case 1, reproductively different,
Case 2, responsively different,
Case 3, physiologically different,
Case 4, behaviorally different.
Under case 1, as justification for the inference of
being adapted, is the empiricality that comes from
pure culture growth of four species of marine
plankton algae at various temperatures (Hulburt,
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 65
1982, 1992; Ryther, 1954) (Table 1). Three of thespecies have growth rates, reproductive rates, of
0.38�/0.74 div./day at temperatures of 1�/2.8 8C.
They have rates of 1.04�/1.28 div./day at 11.5�/
13 8C, and rates of 0.52�/1.80 div./day at 25.7�/
27 8C, with no growth at 30 8C. Together these
three species compose a single though scattered
entity with an approximately single reproductive
range of wide span. This array of cells in threespecies occurs under a water temperature range of
1�/22 8C, which is the annual range off southern
New England of USA (New York to Cape Cod),
where this single, scattered array is prevalent
throughout the year. A fourth species, a scattered
entity, has a smaller reproductive span, its growth
rate bring 0.0 at 5 8C, being very small, 0.14 div./
day, at 10 8C and being moderate from 15 to30 8C. But this species is endemic near New York,
growing to great abundance in summer and fall
(Ryther, 1954; Hulburt, 1981, 1982). So there are
two quite different entities, one with a wide
reproductive range, and one not with a wide
reproductive range; and they occur under the
same external temperature condition. So there
are two entities, one adapted to this condition,the other not adapted to this condition. Redun-
dantly, one entity’s reproductive attribute and its
attribute of being adapted are had by it. The other
entity’s reproductive attribute and its attribute of
not being adapted are had by it, too.
Under case 2, as justification for being adapted
and for being not adapted, come empirical, factual
observations, just as in case 1. The observationsare on the responses, two quite different responses,
of two quite different scattered arrays of organ-
isms, the oyster (Crassostrea virginica ) and the
mussel (Mytilus edulis ).
Both scattered arrays (Quine, 1960, pp. 97�/99),
both species, pump large quantities of water
through slightly opened shells by the cilia of their
gills. At 16 8C to about 28 8C 9.0 l/h is pumpedthrough the oyster; at 10�/0.0 8C less than 1.0 l/h
is pumped through (Loosanoff, 1958). (Fig. 1).
Stoppage of ciliary motion occurs at 5�/2.0 8C(Galtshoff, 1928) and the time open is much less at
5 8C than at 13�/22 8C. Together these observa-
tions show that the oyster has the attribute, the
property, of not responding to the full, year-round
temperature range of southern New England. Sothe oyster has the attribute, the property, of not
being adapted to the full, year-round range of
southern New England. But the mussel has ciliary
movement down to �/1.0 8C and no change in
time open, 78�/99%, between 24.9 and �/0.5 8C(Loosanoff, 1942*/see Fig. 1). So the mussel does
have the attribute, the property, of responding to
southern New England’s temperature range and sothe mussel has the attribute, the property, of being
adapted to this range. Thus, in case 2 two entities,
two quite differently responding entities, occur
under the same condition and one has the attribute
of being adapted and the other has the attribute of
not being adapted to this condition. To put the
foregoing matter in more detail, each individual
oyster has the non-year-round response attribute,a physicalistic attribute, from which the inter-
preted attribute, not being adapted year-round, is
inferred, and these attributes are transmitted to the
conglomerate entity of all southern New England
oysters. Same for each mussel, except being
responsive and adapted are the attributes.
Case 3, like cases 1 and 2, justifies the inference
of being adapted from two purely empiricalsituations, warm-blooded animals and cold-
blooded animals. What it is that keeps a warm-
blooded animal warm is sought on two fronts, one
the heat of metabolism which is six times higher in
endotherms (birds and mammals) than in ec-
totherms (amphibia and reptiles) (McFarland et
al., 1979, p. 267) and the other the nervous system
control of heat regulation (Ransom et al., 1937;Mills and Heath, 1972; Hagan and Heath, 1980;
Hammel, 1968; Heinrich, 1977; Gordon and
Ferguson, 1980; Nelson et al., 1984; Satinoff,
1964, 1978; Lepkovsky et al., 1968). In temperate
regions the two quite different entities, the warm-
blooded array and the cold-blooded array, occur
under wide annual temperature ranges. So the
warm-blooded array is adapted, has the propertyof physiological adaptedness, to wide annual
ranges, and the cold-blooded array is not adapted,
does not have the property of physiological
adaptedness, to wide annual ranges. The two quite
different entities differ physiologically.
But in case 4 the different entities differ beha-
viorally. The entities only differ from case 3
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8466
entities in that hibernators are put in with the cold-
blooded ectotherms. Thus, the behaviorally active
conglomerate entity under year-round temperature
is adapted to year-round temperature and the not
behaviorally active conglomerate entity under
year-round temperature is not adapted to year-
round temperature. Thinking of two individual
animals we might have the logically valid:If x is in a year-round active animal (P ), then x
is in an adapted animal (Q ), one that has
adaptedness to year-round temperature*/equiva-
lent to: if x is not in an adapted animal (�/Q ), one
which does not have any adaptedness to year-
round temperature, then x is not in a year-round
active animal (�/P ):
(P ‡ Q) � (�Q ‡� P) (1)
This model splits all temperate land vertebratesinto two groups, birds and mammals minus
hibernators as one group and amphibia and
reptiles plus hibernators as the other group. But
there are half as many x ’s as animals because in
expression (1) it is the same x that goes from being
in one active, adapted animal year-round to being
Fig. 2. The islands and banks colonized by A. segrei from its source island Cuba, upper left. Perch height distributions for adult male
(solid line, adult female (dotted line), and subadult male (broken line) sagrei populations on Jamaica, Exuma, Abaco, and Swan
Island, lower left. Average hourly body temperatures of sagrei , grahami , and lineatopus occurring in habitats with differing shade
conditions near Discovery Bay, Jamaica, compared with sagrei populations on Exuma and Abaco (from Lister, 1976).
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 67
in one not-adapted, not active animal year-round.
One group is held together by two attributes, by
two inhering properties, being year-round active
and being adapted, which define two identical sets1
(thus one group). The other group is likewise held
together by two inhering attributes, or properties,
being not adapted and being not year-round
active, which determine two identical sets (thus
the other group) 1. And the two groups are held
together by the single x that links two animals, one
from each group. It is true that x does not appear
in (P ‡/Q )�/(�/Q ‡/�/P) of expression (1); but
an alternative notation, (Fx ‡/Gx )�/(�/Gx ‡/�/
Fx ), does have x .
5. The justification of the second principle of
adaptation
Cases 1, 2, 3 next justify the second principle of
adaptation: if one entity occurs under two quite
different conditions, then it is adapted to one
condition but not adapted to the other condition.
Cases 1, 2, and 3 next do not infer being adapted
from physicalistic structure, from fact, they as-
sume outright being adapted and the denial of
being adapted as inhering attributes or traits of
physical structure.
Case 1 gives observations on the lizard Anolis
sagrei under competition and lack of competition
(Lister, 1976, one of many studies on Anolis in the
Caribbean), Fig. 2. A. sagrei adult males have a
perch height reaching 6 ft. on small trees in open,
sunny areas in Jamaica with four competitor
species. It has a perch height distribution reaching
8 ft. on Exuma with three competitor species and
has a perch height distribution reaching 10 and 13
Table 2
Latitudinal gradients in the incidence of some predator-related traits of low intertidal rocky-shore snails
Percentage of species with*/
Number of spe-
cies
Toothed aper-
tures
Elongate aper-
tures
Inflexible opercu-
lum
Strong external sculp-
ture
Temperate
Vancouver Is., British Co-
lumbia
17 5.9 0 0 5.9
Boothbay Harbor, Maine 5 0 0 0 0
Plymouth, England 12 8.3 8.3 0 0
Isla San Lorenzo, Peru 11 9.1 0 9.1 0
Montemar, Chile 20 5 0 10 10
Average�/3.58
Tropical
Playa de Panama, Costa Rica 15 40 47 20 20
Panama City, Panama 20 15 30 25 30
Fort Point, Jamaica 15 13 20 20 33
Playa Chikitu, Curacao 10 20 10 30 0
Dakar, Senegal 13 15 23 7.7 7.7
Takorada, Ghana 7 0 0 14 14
Average�/18.9
Taken from Vermeij (1978), p. 60.
1 Identical sets have the same members. Also, there is limited
complementation, for just two groups result, just two
complementary groups.
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8468
Fig. 3. The aereal distributions of several forest species. Left, the California redwood (Sequoia sempervirens ). Upper right, species and
races of Juniperus in the southern United States. Lower right, two species of pinon pine. (From Ornduff, 1998, left; Grant, 1963, upper
right; Lanner and Lanner, 1981, lower left.)
Fig. 4. The aereal distribution of the white spruce, Pices glauca 12 000 years ago, lower figure, and 9000 years ago, upper figure (from
Ritchie and MacDonald, 1986) and the proposed (David, 1981) and hypothesized wind circulation. The wind wants to blow from high
pressure over the ice to low pressure off the ice, the Coriolis force makes it blow 908 to the right, so that it blows clockwise around the
high over the ice.
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 69
Fig. 4 (Continued)
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8470
ft. in sunny to shady areas with large trees
on Abaco and Swan Is. with no competitor
Anolis species. This expansion in structural
niche is matched by expansion in its thermal
niche.
On Jamaica A. sagrei ’s body temperature is
between 31 and 33 8C because it has only a low
perch height on small trees of sunny places. By
contrast on Abaco when it is in the sun it has a 32�/
34 8C range but when it is in the shade of large
trees, where it can invade without competition, it
has a body temperature of 25�/28 8C. Thus it
occurs under two quite different conditions, one
with competitors and one without. It has two quite
different structural and thermal niche distributions
as a result. So it is adapted to the unrestricted,
competitor-absent condition and it is not adapted
to the restricted, competitor-present condition.
The attribution of being adapted and the attribu-
tion of not being adapted are made outright as
inhering traits or characteristics of the physical
entity A. sagrei and the physical conditions
justifying the attributions.
Whereas in case 1, the single entity, A. sagrei , is
adapted in part of its range, in another part of its
range, this single entity is not adapted. And this
simple distinction will be seen to pertain in cases 2
and 3.
Case 2 provides data justifying outright the
attribution of adaptation, and its denial, for
predation on low intertidal rocky shore snails
(Vermeij, 1978, pp. 57�/60). The incidence and
degree of shell characters that discourage shell
crushing by predators increase toward the tropics.
The percentage of species with toothed apertures,
elongated apertures, inflexible operculum, and
strong external sculpture is 3.58% from four
temperate places and is 18.9% from four tropical
places, Table 2. Additionally, the frequency of
repaired shell injuries from predation is 0.07 for
three snail species of the British Columbia coast
but is 0.30 for three different species of the Costa
Rican coast. So all these snails compose a single,
scattered array and this entity is exposed to quite
different predation conditions. So the snail array is
better adapted to temperate predation and is not
better adapted to tropical predation*/is better
adapted in part of its range and worse adapted in
another part of its range.
In case 3, the North American forest is com-
posed of many woody plants, of many woody
species, of many woody associations of species.
And so, no matter whether one considers in the
east the mixed mesophytic forest of Appalachia, or
the beach-maple association northward, or the
oak-hickory association to the south and east and
west, or the northern boreal forest with white
spruce dominating and spreading from Newfound-
land and New England across Canada to the
Rocky Mountains, or the high Engelmann
spruce-subalpine association and the Douglas fir
association below and below this the ponderosa
pine association of the Rocky Mountains, or the
Sitka spruce dominated association extending
from Alaska south to the Olympic Peninsula
where it is joined by western hemlock, arborvitae,
and grand fir, or the broad-leaved evergreen oaks
in the coastal ranges of southern California
(Oosting, 1948, pp. 234�/299), no matter which
factual association is considered, the following
properties may be attributed as inhering in it:
a) All associations have the trait of tallness only
in moist environments,
b) All associations have the characteristic of
dense packedness only in moist environments,c) All associations have the property of competi-
tiveness only in moist environments,
d) All associations have the attribute of high
growth capacity only in moist environments,
for all these associations occur where rainfall is
greater than 30 in. per year. And where rainfall is
less than 30 in. per year in the desert or semi-desert
regions of the Southwest (the Great Basin and
Mohave Desert), pinon pines, sagebrush, and
creosote bush form several associations of small,
spaced-apart, uncompetitive, low growth woody
plants. The contrast of large luxuriant trees in
moist regions with small, spaced-apart, depauper-
ite trees and woody bushes of the arid Southwest is
striking, and we might say, thinking however of
the singleness of the North American forest: the
North American forest is adapted only to moist
regions, if and only if it is not adapted to any non-
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 71
Fig. 5. Uppermost figure. The plesiosaur Hydrothecrosaurus , Jurassic, 12 m long. Next to the top figure. The ichthyosaur Shonisaurus ,
Upper Triassic, 15 m long. Middle figure. The mosasaur Plotosaurus , Upper Cretaceous, 10 m long. Bottom figure. Left pair, the
artiodactyls Proebrotherium and Protoceras, Oligocene. Right pair, the periossodactyls Hyracotherium (left) and Tetraclaenodon
(right), Lower Eocene (from Carroll, 1988, pp. 248, 256, 234, 515 and 529).
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8472
moist regions.2 More simply this could be thelogically valid:
If the North American forest is adapted (P ) then
it is in a moist region (Q )*/equivalent to: if it is
not in a moist region (�/Q ), then it is not adapted
(�/P ):
(P ‡ Q) � (�Q ‡�P): (2)
This model stresses the continuity and singleness
of the North American forest, which occurs under
two quite different conditions. It is well adapted in
the part of its range where it is luxuriant, but in
another part of its range where it is depauperite it
seems to be just barely getting along and is not
adapted in the luxuriant sense. Thus the second
principle of adaptation is upheld: one entity (theNorth American forest) occurs under two quite
different conditions, adapted under one and not
adapted under the other.
6. The third principle of adaptation
What is the purpose of the third principle of
adaptation? As with the first and second princi-
ples, the purpose is to show what adaptation is,
what the composition of adaptation is. An ecolo-
gical explanatory basis is given. The suppositional
character of natural selection must be excluded
from the factual basis of the composition of
adaptation.The third principle of adaptation is this: one
entity is adapted to a second, and the second is
adapted to the first (and conversely): so they are
adapted to each other. There is only affirmation of
adaptation in this third principle. An obvious
example of the third principle is symbionts. If
symbiont x is adapted to symbiont y , then y is
adapted to x (and conversely), so they are adaptedto each other. But such reciprocal adaptation need
not be between two organisms. It can be between
an organism and some facet of the environment.
Cases of this are described in Hulburt (1996). One
of these cases will be extended in the followingelaboration in justifying the outright attribution of
adaptation as an inhering attribute of a species (or
variety) and as an attribute of their locales.
In order to stress the empiricality of the basis for
adaptational interpretation, Fig. 3 presents the
distributions of two species and one species com-
plex and Fig. 4 presents the distributions of one
species at two different times. In Fig. 3, theredwood has its present day small distribution
(Ornduff, 1998). Before the Pleistocene the red-
wood was widespread in the West (Axelrod, 1976),
but after the glacier melted it did not regain its
wide distribution. Nevertheless, it is secure and
dominant in its present coastal locale. More wide-
spread are two species of pinon pine, occurring
presently throughout several southwest states(Lanner and Lanner, 1981). Thence the distribu-
tion of overlapping varieties of juniper cover a
portion of the southern USA (Grant, 1963, p.
461). And finally the small locale of white spruce
at the height of glaciation 12 000 years ago
contrasts with its large locale 9000 years ago as it
spread north with the melting of the ice (Ritchie
and MacDonald, 1986).The question is: what do these distributions
show? What do they show? They show, it would
seem, that the locales of these species are adapted
to these species. Necessarily, these locales are
adapted to these species; otherwise the species
would not be there. Thus the third principle is
substantiated; if one species is adapted to its locale
or region then its locale or region must be adaptedto it (and conversely); so the two are adapted to
each other. More fully we might use the logically
valid model:
(a) If one species is adapted to its locale (P ),
then its locale is adapted to it (Q ), and (b) if its
locale is adapted to it (Q ) then the species is
adapted to its locale (P )*/equivalent to: (c) the
species is adapted to its locale if and only if itslocale is adapted to it.
[(P ‡ Q) � (Q ‡ P)] � (P � Q): (3)
Thus the property of being adapted, a universal,
is had by the species and is had by the locale too,
two cases of the same property.
2 Again limited complementation is meant. Non-moist does
not mean ‘everything in the world except moist’; non-moist
means dry.
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 73
7. The fourth principle of adaptation
What is the purpose, again, of the fourth
principle of adaptation? As with the first three,
the purpose is to show what adaptation is, what
the composition of adaptation is. The evolutionary
cases presented next must contribute to this end
purely by their content, unencumbered by the
assumption of natural selection.The fourth principle of adaptation is this: two
quite different entities occur under two quite
different conditions, and each entity is adapted
to its condition. There is only affirmation of
adaptation in the fourth principle. The fourth
principle is ideally suited to portray a terminal
phase and a chronic, repeating phase of evolution.
Two cases will be presented (more cases are givenin a very different way in Hulburt, 1998).
In case 1, in temperate regions, a great variety of
insects are active in summer. Their eggs are laid in
a variety of ways; these develop into larvae in a
great many ways; the worm-like aquatic larvae
mature as pupae and metamorphose into winged
insects (Howard, 1937). If this process goes
through without cessation at any point, it is non-diapause and it is caused ancillarily by the long
day-length of summer (Saunders, 1976, pp. 87�/
118). But in autumn, short days cause arrested
development, diapause, either at the reproductive
stage or at the larval and nymphal stages or at the
pupae stage (Beck, 1980, pp. 156�/180). After
winter diapause is broken by long day-length and
morphogenesis occurs because of concomitanthigh temperature. So there are two quite different
entities, two quite different processes*/for process
is a single entity. Thus, these two processes, non-
diapause or diapause, occur under very different
day-length conditions, the long-day of spring�/
summer or the short-day of autumn�/winter. So
summer adaptation ensues or winter adaptation
ensues. And these two physical processes and theirattributed inhering adaptations exemplify par
excellence a terminal aspect in evolution.
In case 2, the simple feature of paddle-like limbs in
non-fish vertebrates that return to the water
contrasts with the feature of normal four or two
limbs of land vertebrates (except legless forms)
(Carroll, 1988, pp. 156�/415). Slightly paddle-like
limbs but without extra toe bones occur earliest in
reptiles, in the mesosaurs of the Permian (late
Paleozoic). These reptiles had no opening behind the
eye opening and are called anapsids. Another group
had a single opening, high up, behind the eye
opening, are called euryapsids, and had two large
marine assemblages, the plesiosaurs and pliosaurs;
in these many-boned toes of their paddle limbs
occurred (Jurassic and Cretaceous [Mesozoic]).3 A
third assemblage, tuna-like in form, are the
icthyosaurs, in which occurred many-boned toes
of paddle limbs (Jurassic and Cretaceous). Then in
the diapsid group, with two openings behind the eye,
the large spectacular mosasaurs from the Cretac-
eous had, in some at least, many-boned toes (Fig. 5).
Returning to anapsids, the turtle lineage has aquatic
representation from Cretaceous to now with well
developed limbs but not apparently with extra toe
bones. Thence, moving to the mammal group
whales have paddle forelimbs from Eocene on, as
do dugongs (manatees); and walruses, sea lions, and
seals have all four limbs paddle-like. In some of
these, many-boned toes occur (whales). In summary
it is to be pointed out that there is a tendency toward
many-boned toes in the paddle limbs of aquatic
vertebrates. It will be asserted later that tendency,
like process, is an entity.
But in land vertebrates (continuing case 2) the
tendency is toe reduction: four toes in the bipedal
dinosaur Ornithomimus , four toes often in Cretac-
eous and Cenozoic birds, and two toes in ostriches
(Eocene to present). In ungulates (mammals) toe
reduction is repeated as four toes reduce to three in
early perissodactyls (Fig. 5). There were four toes
on front legs and three on back in titanotheres
(Oligocene) and tapirs (pre-Pleistocene-present)
and Eocene rhinoceroses, which then reduced to
three for the rest of the Cenozoic. There were three
then one from earlier to later Cenozoic horses. Toe
reduction was repeated from four to two in
artiodactyls (Fig. 5) (four in pigs, two in camels
and deer) (from Romer, 1959, pp. 256�/278). So it
is clear that a prominent aspect of land evolution is
3 Mesozoic: Triassic, Jurassic, Cretaceous. Cenozoic:
Paleocene, Eocene, Oligocene, Miocene, Pliocene, Pleistocene,
Recent.
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8474
a tendency toward two or one toes, instead of thenormal five, and this tendency is more marked
later, in the Cenozoic.
And so the fourth principle of adaptation is
upheld: two quite different arrays occur, an aquatic
array with a tendency toward many-boned paddle
limbs and a terrestrial array with a tendency toward
toe reduction, and one is adapted to swimming and
the other to running. We might rephrase this simpledistinction in the logically valid model:
There is a tendency toward limbs with many toe
bones (P ), or there is a tendency toward reduced-
toe limbs (R ); if there is the first tendency (P ), then
aquatic adaptedness ensues (Q ), and if there is the
second tendency (R ), then terrestrial adaptedness
ensues (S ); therefore aquatic adaptedness ensues
or terrestrial adaptedness ensues
(Q�S) : (P�R); [(P ‡ Q) � (R ‡ S)]; � (Q�S):
(4)
Whereas case 1 is the termination of an evolution-
ary process, case 2 is a chronic, repeating evolution-
ary process. Whereas case 1 is physiological�/
morphological, case 2 is just morphological.
8. Justification by the axiomatic method
The four principles of adaptation, as expressed
in the logically valid expressions (1)�/(4), can be
generated by application of the axiomatic method
of symbolic logic. It would seem naıve to acceptthese principles purely on the basis of their
mirroring the empirical detail that is said to justify
them. Do the principles themselves have a source
from which they can be generated? The answer is
that they do have such a source. Does this source
generate by small, interconnecting steps expres-
sions (1)�/(4)? The answer is that there are many
interconnecting steps that generate the outcomeseen in expressions (1)�/(4). The source is the
axioms of the axiomatic method, or propositional
calculus, of symbolic logic.
First, one must be prepared to accept the feature
of structure. One must see what is same-structure
in �/(�/QP ) and �/(�/PP ). But one must see in
this sequence change in structure, too. What hashappened, of course, is the substitution of P for Q
in the sequence from �/(�/QP ) to �/(�/PP ).
Substitution is a prime method of effecting the
small, interconnecting steps that get from axioms
to further expressions. A second method is the use
of one, just one, argument form, modus ponens,
which is: if this then that, given this; therefore
that*/P ‡/Q , P �/Q .It is the plan to have P and Q (and other letters)
arranged and rearranged in an interconnecting,
integrating manner. The letters are empty for this
procedure. But in the end the letters will be filled
as in expressions (1)�/(4), and thus an integrated
model will be gotten.
Among texts on mathematical logic such as
Church (1956), Mendelson (1979), Kleene (1964),and Hamilton (1988) different axioms are given
and a few proofs deriving further formulas are
given. But Rosser (1953) gives 29 proofs and
Hilbert and Ackerman (1950) gives 40 proofs.
Copi (1979) reworks the Rosser system and the
Hilbert and Ackerman system and presents for the
Rosser system 22 fully portrayed proofs and 32
more theorems are indicated (proofs left to thereader). Nidditch (1962) has 11 axioms, the rest
mostly 3 or 4. Nidditch presents 57 proofs, fully
portrayed and completely annotated. But here the
Rosser�/Copi system will be followed, because its
three axioms require a close fitting sequence of
proofs to gain the formulas of expressions (1)�/(4).
In what follows 18 proofs will be given, totaling
112 steps, and thus an exhaustive delineation ofinterconnection is a clear intent.
Two kinds of proofs will be given. One is where
axioms or previously proved formulas only are
used to gain a further proved formula. The other is
where assumed formulas are included to gain a
further formula. The first is ‘proof of. . .’ and the
second is ‘proof that. . .yields. . .’. Substitution of a
letter remains constant throughout a single proof.By substitution and premise assumption the three
axioms (next) generate and weave a remarkable
wealth of interconnection, wherein each proof is
necessary to the next. Part of the whole procedure
is given next, the rest (the larger part) is in
Appendix A.
A list of formulations is the following:
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 75
P ‡/Q , P ; Q modus ponens, rule 1 or R.1., where ‘‡/’ means ‘implies’, ‘if�/then’ (if P then Q )
�/ means ‘not’
V means ‘or’
�/ means ‘and’
P ‡/Q defined, df., as �/(P �/Q ), for P ‡/Q means getting Q if you get P and so not to get Q
must be denied or barred initially in �/(P �/Q )
P �/ Q defined, df., as �/(�/P �/Q ), for barring not getting both P and Q amounts to getting
one or the other or both
Df. definition
Pr. premiss
The axioms are:
Axiom 1 P ‡/PP
Axiom 2 PQ ‡/P
Axiom 3 (P ‡/Q )‡/[�/(QR )‡/�/(RP )]
Does it matter that the letters are in a certain order or that they are close together, in conjunction with each other? It does matter.
Every rearrangement must be fought for by substitution and the use of modus ponens (R.1).
Proof that P ‡/Q , Q ‡/R yield �/(�/RP )
1. (P ‡/Q )‡/[�/(Q �/R )‡/�/(�/RP )] Ax. 3, with �/R replacing
2. P ‡/R for R.1 from 1 and 2
3. �/(Q �/R )‡/�/(�/RP )
4. (Q ‡/R )‡/�/(�/RP ) df. of �/(Q �/R ) as Q ‡/R
5. Q ‡/R pr.
6. �/(�/RP ) R.1 from 4 and 5
Proof that P ‡/Q , Q ‡/P yield �/(�/PP )
7. �/(�/PP ) from 1 to 6, replacing R with P
Proof of �/�/P ‡/P
8. �/(�/�/P �/P ) from 7, replacing P with �/P
9. �/�/P ‡/P df.
Proof of (Q ‡/P )‡/(�/P ‡/�/Q )
10. (�/�/Q ‡/Q )‡/[�/(Q �/P )‡/�/(�/
P �/�/Q )]
Ax. 3, �/�/Q put for P , �/P for R
11. �/�/Q ‡/Q from 9, Q replaces P
12. �/(Q �/P )‡/�/(�/P �/�/Q ) R.1, from 10 and 11
13. (Q ‡/P )‡/(�/P ‡/�/Q ) df.
Proof that �/P ‡/�/Q yields Q ‡/P
14. (�/P ‡/�/Q )‡/[�/(�/QQ )‡/�/(Q �/
P )]
Ax. 3, �/P put for P , �/Q for Q , Q for R
15. �/P ‡/�/Q pr.
16. �/(�/QQ )‡/�/(Q �/P ) R.1, from 14 and 15
17. �/(�/QQ ) from 7, Q instead of P
18. �/(Q �/P ) R.1, from 16 and 17
19. Q ‡/P df.
Each one of the last four proofs depends on what was proved in a previous proof, 7 depending on 1�/6, 8�/9 depending on 7, 10�/13
depending on 9 at step 11, 14�/19 depending on 7 at step 17 The next proof starts with P ‡/(Q ‡/PQ ) gotten by steps 50�/112 in
Appendix A. But P , Q yielding PQ can be P yielding Q ‡/PQ , which can be P ‡/(Q ‡/PQ ). Reversing conclusion to premisses via
implications is the deduction theorem, D.T. (see Nidditch, 1962, pp. 30�/40 for many examples).
Proof that P , Q yield PQ )
20. P ‡/(Q ‡/PQ ) from 50�/112 in Appendix A
21. P pr.
22. Q ‡/PQ R.1, from 20 and 21
23. Q pr.
24. PQ R.1, from 22 and 23
Proof of (Q ‡/P )�/(�/P ‡/�/Q ))
25. (�/P ‡/�/Q )‡/(Q ‡/P ) from 15 and 19 and D.T. (above)
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8476
Steps leading to 27 generate the structure of
expressions (1) and (2). Steps leading to 35
generate the structure of expression (3). Steps
leading to 49 generate the structure of expression
(4). Step 27 is (Q ‡/P )�/(�/P ‡/�/Q ). But put-
ting P for Q and Q for P this becomes (P ‡/Q )�/
(�/Q ‡/�/P ). Changing expression (1) somewhat
we get a non-empty, filled 27 in order to be as close
to reality as possible: if x is in a year-round
reproductive�/responsive�/active organism (P )
then x is in an organism having adaptedness to
year-round temperature (Q )*/equivalent to: if x is
not in an organism having adaptedness to year-
round temperature (�/Q ), then x is not in a year-
round reproductive*/responsive*/active organ-
ism (�/P ). The x can be symbolized; thus 27 can
be: (Fx ‡/Gx )�/(�/Gx ‡/�/Fx ).
This filling of 27 with content includes also: if x
is in an adapted part of A. sagrei , or the temperate-
tropical snail conglomerate, or the North Amer-
ican forest, then x is in a favorable ecological
context*/equivalent to: if x is not in a favorable
context, then x is not in an adapted part of those
entities. Thus again: (Fx ‡/Gx )�/(�/Gx ‡/�/Fx ).
More succinctly and more fully we have: x is
adapted only to favorable contexts if and only if x
is not adapted to any unfavorable contexts.
This filling of 27 with content includes splitting
algal species’ x across those cells which are year-
round reproductive and adapted and those cells
which are not adapted and not year-round repro-
ductive; splitting mussel-oysters’ x across those
individuals which are year-round responsive and
adapted and those individuals which are not
26. [(Q ‡/P )‡/(�/P ‡/�/Q )] �/[(�/P ‡/�/
Q )‡/(Q ‡/P )]
from 13 and 25 by 24, where bracketed parts replace P and Q in 24.
27. (Q ‡/P )�/(�/P ‡/�/Q ) 27 is defined by 26, where the left parenthesized part implies the right parenthesized
part in the first bracket and the right part implies the left part in the second bracket.
‘�/’ means ‘equivalent to’. The tacit conjunction in PQ is changed from schematic to
reality by and , of step 26.)
Proof of [(P ‡/Q ) �/(Q ‡/P )]�/(P �/Q ))
28. P ‡/Q pr.
29. Q ‡/P pr.
30. (P ‡/Q ) �/(Q ‡/P ) from 28 and 29 by 24
31. P �/Q df. as in 2
32. [(P ‡/Q ) �/(Q ‡/P )]‡/(P �/Q ) pr.
33. (P �/Q )‡/[(P ‡/Q ) �/(Q ‡/P )] pr.
34. {[(P ‡/Q ) �/(Q ‡/P )]‡/(P �/Q )} �/{(P �/
Q )‡/[(P ‡/Q ) �/(Q ‡/P )]}
32, 33 by 24
35. [(P ‡/Q ) �/(Q ‡/P )]�/(P �/Q ) df. as in 26 and 27
Proof that P �/ R , (P ‡/Q ) �/(R ‡/S ) yield Q �/ S
36. P �/ R pr.
37. P ‡/Q assumption
38. R ‡/S assumption
39. �/Q ‡/�/P from 37 and 13 by R.1, P for Q , Q for P
40. �/S ‡/�/R from 38 and 13 by R.1, R for Q , S for P
41. (�/Q �/S )‡/(�/R �/Q ) from 40 and 53 in Appendix A
42. (�/R �/Q )‡/(�/P �/R ) from 39 and 53 in Appendix A
43. (�/Q �/S )‡/(�/P �/R ) from 41, 42, and 61�/70 of Appendix A
44. [(�/Q �/S )‡/(�/P �/R )]‡/[�/(�/P �/
R )‡/�/(�/Q �/S )]
from 43 and 13
45. �/(�/P �/R )‡/�/(�/Q �/S ) R.1 from 44 and 43
46. (P �/ R )‡/(Q �/ S ) df.
47. Q �/ S R.1 from 46 and 36
48. (P ‡/Q ) �/(R ‡/S ) from 37 and 38 by 24
49. P �/ R , (P ‡/Q ) �/(R ‡/S )�/Q �/ S from 36, 48, and 47, �/ meaning ‘therefore’ and replacing ‘yield’.
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 77
adapted and not year-round responsive. The x is
split across warm bloodeders (minus hibernators)
and cold bloodeders (plus hibernators); x is split
across these two groups. Each group is composed
of two identical sets (classes)4 because each group
has two attributes, being year-round active and
being adapted in one group, being not adapted
and being not year-round active in the other
group.
Step 35 is [(P ‡/Q ) �/(Q ‡/P )]�/(P �/Q ): if one
species has adaptedness to its locale (P ), then its
locale has adaptedness to it (Q ), and if its locale
has adaptedness to it (Q ) then the species has
adaptedness to its locale (P )*/which is equivalent
to (�/): the species has adaptedness to its locale if
and only if its locale has adaptedness to it (P �/Q ).
Thus the species may be the redwood, or may be
one of the pinon pines, or may be one of the
junipers, or may be the white spruce.
Step 49 is P �/R , (P ‡/Q ) �/(R ‡/S )�/Q �/S :
there is the process of diapause or there is the
process of non-diapause (P �/ R ), if there is the
diapause process then there is winter adaptedness
(P ‡/Q ) and if there is the non-diapause process
then there is summer adaptedness (R ‡/S ), there-
fore there is winter adaptedness or there is summer
adaptedness (Q �/S ). Likewise, there is a tendency
toward limbs with many toe bones or there is a
tendency toward reduced-toe limbs (P �/R ), if
there is the first tendency then aquatic adaptedness
ensues (P ‡/Q ) and if there is the second tendency
then terrestrial adaptedness ensues (R ‡/S ), there-
fore aquatic adaptedness ensues or terrestrial
adaptedness ensues (Q �/S ).
Once the schematic formulas 27, 35, and 49 are
filled in with descriptive words, part of the reality
that is aimed for in this enterprise has been gotten.
A vital point is this: our words describing what is
are as close to what is as we can get. Here no
widening of the gap between description and what
is being described will be indulged in. The linguis-
tic ‘x is a mussel and x is adapted’ will be
excluded. The ‘x ’ of the linguistic ‘x is a mussel’
will be avoided. The spurious two entities of ‘x ’
and ‘a mussel’ will be replaced by x as a part of the
single mussel. Were one to mention the NorthAmerican forest as x being adapted only to moist
environments, this would be explained as x is part
of each twig, each plant, each association of the
conglomerate entity the North American forest,
this x integrating this single, broad, scattered
thing. For x is real. As is the connective and ,
that was fought for by interconnecting proofs, a
woven integrated reality. And especially to beincluded are the other connectives, if�/then , or ,
which are vital to the integrated reality which the
sequence of proofs is.
The view here is that the connectives if�/then ,
and , or are elements as real as the elements they
connect. Same for not . The deduction theorem was
just mentioned, saying that P , Q yielding PQ can
be reversed to P ‡/(Q ‡/PQ ), that �/P ‡/�/Q
yielding Q ‡/P can be reversed to (�/P ‡/�/Q )‡/
(Q ‡/P )*/though only after the proof has been
accomplished. But proof and reversal show the
remarkable degree of connectedness, of integra-
tion, intended for adaptation.
9. A philosophical model: a glimpse beyond
An integrated model was sought in the first
section by justifying the four principles of adapta-
tion with empirical detail. An integrated model
was sought in the second section by espousing the
point of view that the computational elaboration
of proof is a semblance of a model that once filled
in with descriptive words is a complete model.
There remains to be considered the philosophicalapproach, an integrated approach. The philoso-
phical approach is, aptly, the approach of the
realist in the nominalist�/realist controversy of the
20th century, wherein the nominalist, the extreme
nominalist, admits only particulars and the realist
admits particulars and properties.
Already the realist approach has been taken,
saying in one breath that the particular, the algalarray, is adapted to, has the property adaptedness
to, year-round temperature, that the particular,
the warm-blooded single animal, is adapted to, has
the property adaptedness to year-round
temperature*/whereas the complementary array
and the cold-blooded single animal is not adapted4 The sets are identical because they have the same members.
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8478
to, does not have adaptedness to, year-roundtemperature. These statements introduce the rea-
list approach, presented in four books (Bergmann,
1967; Wolterstorff, 1970a; Armstrong, 1978a,b,
1989). According to Wolterstorff ‘‘Necessarily, for
anything at all, if it is courageous, then it
exemplifies courage; and, if there is something
which exemplifies courage then there is such a
thing as courage’’ entails ‘‘Necessarily, if some-thing is courageous, then there is such a thing as
courage’’. Adapted could of course be put for
courageous; adaptedness could be put for courage,
courageousness. The argument is one of many
variations presented by Wolterstorff in chapter 5.
But Wolterstorff admits that properties, attributes,
cannot be irreducibly established, cannot be im-
mune to reduction to particulars, to something iscourageous, to something is adapted. This was in
1970.
But Jackson (1977) (in a three paged paper)
provided an ‘‘apparently decisive’’ objection to the
reduction of properties, attributes, to particulars,
to the nominalist view. ‘‘Everything red is both
shaped and extended, but red is neither a shape
nor an extension.’’ ‘‘This is not to deny that ‘Red isa color’ entails that necessarily everything red is
colored. But the former says more than the latter.
If red’s being a color were nothing more than a
matter of every red thing necessarily being colored,
then red’s being a shape and an extension would be
nothing more than the fact that necessarily every
red thing is shaped and extended. And red is not a
shape and not an extension. It seems that ‘Red is acolor’ says, as the realist maintains, something
about red not reducible to something about red
things.’’ These are Jackson’s important words.
Previously the reduction of properties to particu-
lars was argued to be difficult by Pap (1959) and
Quine (1960), pp. 118�/124). Wolterstorff (chapter
9) contends the reducibility of properties is easy,
but he is wrong since he says that ‘rednesses arecolors’ reduces to ‘red things are colored’*/but
rednesses are indistinguishable and so not numer-
able.
When properties (attributes) are viewed as
confined to particulars, properties are called tropes
(Armstrong, 1989, pp. 113�/133, Williams, 1953;
Campbell, 1981; Stout, 1921�/1923, 1923, 1936).
One particular is a bundle of tropes. ‘‘Particular
being’s distinguishing mark is that it is exhausted
in the one embodiment, or occasion, or example’’
(Campbell, 1981). It occurs new once. It is, once
only. Likewise for the compresent tropes it is made
of. For Stout (1923) the tropes of a particular
when all assembled make the particular. One is to
see that one living oyster has the attribute, the
property, the trope of a calcium carbonate shell
compresent locationally with another trope, a
pumping rate of 9.0 l/h from 16 to 28 8C. These
and other tropes are either glued together by
multicellularity or more loosely hung together,
like pumping rate, to make a concrete living being,
a one-time only embodiment. But these and other
tropes are integrated by if�/then and and in P ‡/
(Q ‡/PQ ), which if filled with descriptive content
is: if there is shell separately, then if there is
pumping rate separately, then there are both shell
and pumping rate together. But though a loca-
tionally tight chunk, like an oyster, is construct-
able by tropes and the reality integrating feature,
P ‡/(Q ‡/PQ ), each chunk is isolated from every-
thing else. Each chunk5 is alone, all alone.
But consider properties, or universals, them-
selves. ‘‘It seems to follow that universals are, or
may be, multiply located; for are they not to be
found wherever the particulars that instantiate
them are found? If two different electrons have
charge e , then e , one thing, a universal, is to be
found in two different places, the places where the
two electrons are. . .’’ (Armstrong, 1989, p. 98).
The universal e is repeated in two electrons. And
the same is true of the oyster’s pumping rate, 9.0 l/
h at 16�/28 8C. This rate, one thing, a universal, is
to be found in two different oysters. If we were
dealing in tropes there would be two charges e ,
two pumping rates; but now we are dealing in
universals and there is one charge e and one
pumping rate instantiated, exemplified in two
electrons, in two oysters. Tropes are instantiations.
Universals are extraordinarily more integrative
than tropes. A single e unites all the electrons in
the universe. A single pumping rate unites each
lonely oyster with all the other oysters.
5 Chunk is from Williams (1931).
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 79
Particulars can, of course, range in size fromthat of the electron to that of the whole universe.
In the middle range are the chunky oyster and the
broad, flat American forest. Each tree in the
American forest has the properties, the universals,
tallness, dense packedness (with others), competi-
tiveness, high growth capacity, and adaptedness in
moist environments. Each tree transmits these
universals to the whole moist part of the forest,and so these five single things, among many
others, integrate the moist forest.
Universals are repeatedly instantiated, exempli-
fied, embodied in particulars. To be is to be a
particular, and to be a particular is to have a
universal. We can go up from particulars to
particulars exemplifying universals to universals,
as in Wolterstorff’s argument. And we can godown in the same way. But can we go sideways?
Again, if we were dealing in tropes, we would have
a separate roundness in each round thing, a
separate adaptedness in each mussel. We would
want these roundnesses to be members in a
similarity set as Williams (1953), p. 11 suggests,
for they resemble each other perfectly*/same for
the adaptednesses. But what is the commonproperty that would define, here, a similarity set?
There is none. A billiard ball is round, so it is a
member of the set of round things because it has
the common property with others of roundness.
But there is no common property of roundnesses
(as Campbell, 1981, p. 485, points out). So each
roundness cannot be a member in a set. This
impasse is the outcome of the initial mistake ofthinking that roundnesses are distinguishable, are
numerable. But if we are dealing in universals this
impasse does not come up.
Universals go sideways, in the simplest manner,
from particular to particular, grouping them,
integrating them into sets, classes. For there is
nothing more integrative than the classifications
that universals, common properties, achieve.Classifications into sets, or classes, are rigid.
Sets, classes, are. They are not gettings to be. They
are not developments, trends, processes, tenden-
cies. But these are as crucial, as integrative as sets
(classes). The development of expansion of the
white spruce from 12 000 to 9000 years ago is a
development in the spruce’s adaptedness to its
locale and the locale’s adaptedness to the spruce.These are two cases that the universal adaptedness
has (Wolterstorff, 1970b), for particulars have
universals while universals have cases, two expres-
sions of reality. Then there are the processes of
diapause and non-diapause, and the tendencies
toward increased bones in the toes of aquatic
paddle limbs and reduced toes in land limbs, four
further cases that the universal adaptedness has.
10. Universals and the principles of adaptation
Universals characterize the things which em-
body them. Characteristics, which are universals,
likewise characterize the things, the particulars,
which embody them. Though particulars embody,
exemplify universals or characteristics, particularsnever characterize. Only characteristics character-
ize (Bayliss, 1953, pp. 57�/58). Characteristics are
properties, are traits, are qualities, are features, are
parameters. Characteristics inhere in things, imbue
things, penetrate things, permeate things. So do
properties, which are the same as characteristics*/
and both are universals. Properties are collected
together to embody, to make, to compose, toconstitute something, some individual, some par-
ticular, whether the particular is tight or scattered
(one oyster versus the forest, the ecological sys-
tem), whether the particular is small or large (algal
cell or Cretaceous mosasaur). Properties and
particulars have almost an asymmetric relation.
For properties are embodied in, are exemplified in
particulars, while particulars embody, exemplifyproperties. But both have each other. For a
universal to exist it must have a particular; for a
particular to exist it must have a universal.
Because particular and universal cannot be inde-
pendent: they must depend on each other (Allaire,
1960). And in this way they constitute all existence.
There is, of course, a great deal more to
universals than the small bit just presented. Oneissue is: what holds several properties together to
make, to form a particular? It was pointed out that
a multicellular glue holds the physical portion of a
biological entity together; but in general for several
properties to be held together in a metaphysical
sense a nexus is required. Thus Bergmann (1967)
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/8480
stresses that in a spot that it is red and round there
are really three constituents, red, round, and thenexus. If and is taken as a constituent of reality it
is a quasinexus (Bergmann, 1967, p. 93). This
looks back to P ‡/(Q ‡/PQ ) and looks forward to
the conjunction of properties next.
The four principles of adaptation are character-
istics. They characterize the biological entities of
the world. The four principles are universals par
excellence. But they are complex universals, com-
plex properties, because they are and -connected,
conjunctions of properties (Armstrong, 1978b, vol.
2, chap. 15). What this amounts to is as follows.
For the first principle, for example, we have the
property of being active and adapted year-round,
the property of being not-adapted and not-active
year-round. For the second principle, for example,
we have the property of being dense-packed andmoisture adapted, the property of being non-
dense-packed and not-moisture-adapted. For the
third principle, for example, we have the property
of being adapted to locale by the white spruce and
adapted to the white spruce by the locale. For the
fourth principle, for example, we have the prop-
erty of being diapause and winter-adapted, the
property of being non-diapause and summer-
adapted. And this is the brief resume of the four
principles of adaptation.
Acknowledgements
The author is indebted to Betty Shaughnessy for
typing this article.
Appendix A
The proof 20�/24, which joins two compound
statements by and in 26, starts with P ‡/(Q ‡/PQ ),
gotten by steps 50�/112. These steps are based on
Copi (1979), pp. 227�/250, except steps 82�/99,
which are based on Rosser (1953), pp. 64�/65.In the following sequence of proofs there are
several salient features. Thus from the repeated use
of steps 53 and 60 (Rule of Thumb 1) and from the
reasoning of steps 62, 63�/70 (Rule of Thumb 2)
and by the laborious derivation of associativity in
82�/99 and the dazzling substitution in 100, the
final result of the simple and crucial 112 is
achieved.
References
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Proof that P ‡/Q yields RP ‡/QR
50. P ‡/Q pr.
51. (P ‡/Q )‡/[�/(QR )‡/�/(RP )] Ax. 3
52. �/(QR )‡/�/(RP ) R.1 from 50 and 51
53. RP ‡/QR from 15 and 19, �/(QR ) of 52 replacing �/P and �/(RP ) of 52
replacing �/Q in 15
Proof that �/P ‡/�/Q yields P ‡/P
54. �/P ‡/�/Q pr.
55. (�/P ‡/�/Q )‡/[�/(�/QP )‡/�/(P �/P )] Ax. 3, P replacing R , and �/P and �/Q put for P and Q
56. �/(�/QP )‡/�/(P �/P ) R.1, from 55 and 54
57. �/(�/QP ) from 6, with �/Q for �/R
58. �/(P �/P ) R.1 from 56 and 57
59. P ‡/P df.
Proof of RP ‡/PR
60. RP ‡/PR from 59 and 53. Rule of thumb 1; surround P ‡/P with R
Proof that P ‡/Q , Q ‡/R yield P ‡/R
61. P ‡/P from 59
62. P ‡/Q pr.
63. Q ‡/R pr.
Appendix A
E.M. Hulburt / Ecological Modelling 156 (2002) 61�/84 81
64. (P ‡/P )‡/[�/(P �/Q )‡/�/(�/QP )] Ax. 3, putting P for P and Q , �/Q for R
65. �/(�/QP ) R.1 done twice, as in 2�/6
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68. �/(�/QP )‡/�/(P �/R ) R.1, from 67 and 66
69. �/(P �/R ) R.1, from 68 and 65
70. P ‡/R df. Rule of thumb 2: Q ’s cancel in P ‡/Q , Q ‡/R ; P ‡/R
Proof that P ‡/Q , P ‡/R yield P ‡/QR
71. P ‡/Q pr.
72.P ‡/R pr.
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Proof that R ‡/S yields PR ‡/PS
78. R ‡/S pr.
79. PR ‡/SP from 78 and 53, with R and S for P and Q , with P for R
80. SP ‡/PS from 60, with S put for R
81. PR ‡/PS from 79 and 80 with reasoning as in 62, 63 to 70
Associativity proofs, 82�/99
Proof of (PQ ) R ‡/P
82. (PQ )R ‡/PQ Ax. 2, with PQ put for P , R put for Q
83. PQ ‡/P Ax. 2
84. (PQ )R ‡/P from 82 and 83 by reasoning of 62, 63 to 70
Proof of (PQ )R ‡/Q
85. (PQ )R ‡/PQ Ax. 2, with PQ put for P
86. PQ ‡/QP from 60, with P for R and Q for P
87. (PQ ) R ‡/QP from 85 and 86, reasoning as in 62, 63�/70
88. QP ‡/Q Ax. 2
89. (PQ )R ‡/Q from 87 and 88, as in 62, 63�/70
Proof of (PQ ) R ‡/R
90. (PQ )R ‡/R (PQ ) from 60, putting PQ for R and R for P
91. R (PQ )‡/R Ax. 2, putting R for P and (PQ ) for Q
92. (PQ )R ‡/R from 90, 91, as in 62, 63�/70
Proof of (PQ ) R ‡/P (QR )
93. (PQ )R ‡/QR from 89 and 92 by reasoning as in 71, 72, to 77
94. (PQ )R ‡/P (QR ) from 84 and 93 by reasoning as in 71, 72, to 77
Proof of P (QR )‡/(PQ ) R
95. P (QR )‡/(QR )P from 60, (QR ) put for P , P put for R
96. (QR )P ‡/Q (RP ) from 95, like 94, outer parentheses like 94’s outers
97. Q (RP )‡/(RP )Q from 96, like 60, (RP ) for P and Q for R
98. (RP )Q ‡/R (PQ ) from 97, like 94, outer parentheses like 94’s outers
99. R (PQ )‡/(PQ ) R from 98, like 60, PQ for P
Proof of [(PQ )‡/R ]‡/[P ‡/(Q ‡/R )]
100. P �/�/(Q �/R )‡/P (Q �/R ) from 81, �/�/(Q �/R ) for R , Q �/R for S
101. P (Q �/R )‡/(PQ )�/R from 95�/99, �/R for R
102. P �/�/(Q �/R )‡/(PQ )�/R from 100 and 101, as in 62, 63�/70
103. {[P �/�/(Q �/R )]‡/[(PQ )�/R ]}
‡/{�/[(PQ )�/R ]‡/�/[P �/�/(Q �/R )]}
from 102, bracketed parts replacing Q and P in 13
104. �/[(PQ )�/R ]‡/�/[P �/�/(Q �/R )] from 103 and 102 by R.1
105. [(PQ )‡/R ]‡/[P ‡/(Q ‡/R )] from 104, df.
Proof of P ‡/(Q ‡/PQ )
106. P ‡/P from 59
107. Q ‡/Q from 59, Q put for P
108. PQ ‡/QP from 107 and 60, P for R , Q for P
109. QP ‡/PQ from 106 and 60, Q put R
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