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QUANTUM COMPUTERS
SUBMITTED BY Mr. Nolesh Premraj Warke.
ABSTRACTThe subject of quantum computing brings together ideas
from classical information theory, computer science, and quantum physics.
Quantum Computing merges two great scientific revolutions of the 20th century: Computer science and Quantum physics.
Quantum devices rely on the ability to control and manipulate binary data.
Quantum computing is the design of hardware and software that replaces Boolean logic by quantum law at the algorithmic level.
INTRODUCTIONWhat is Quantum computer ?
A quantum computer is a machine that performs calculations based on the laws of quantum mechanics,
which is the behavior of particles at the sub-atomic level.
A Quantum is a smallest possible discrete unit of any physical property Quantum Computing.
Computation depends on principle of quantum theory.
Exploit properties of quantum physics
Built around “qubits” rather than “bits”
Operates in an extreme environment.
Quantum approach is thousand a times faster.
Where did this idea come from ?
1982Richard Feynman envisions quantum computing
1985David Deutsch describes universal quantum computer
1994Peter Shor develops algorithm that could be used for quantum code-breaking
1999D-Wave Systems founded by Geordie Rose
2010D-Wave One: first commercial quantum computer, 128 qubits
2013D-Wave Two,
512 qubits
26th JAN 2017D-Wave 2000Q,
2000 qubits
Why Quantum Computing?
"The number of transistors incorporated in a chip will approximately double every 24 months."
-- Gordon Moore, Intel Co-Founder
Why Quantum Computing? By 2020 to 2025, transistors will be so small and it
will generate so much heat that standard silicon technology may eventually collapse.
Already Intel has implemented 32nm silicon technology
If scale becomes too small, Electrons tunnel through micro-thin barriers between wires corrupting signals.
Beauty of Quantum TheoryQuantum Mechanical theories are totally
different from the point of common sense.
But it agrees fully with experimental facts.
This is the beauty of Quantum Mechanics.
Literature surveyQuantum computers unlike classical computers
make use of qubits.
Qubits are nothing but Quantum bits.
Classical computers make use of classical bits.
Classical bits used in classical computers store single binary value at a single instance i.e. 0 or 1.
Qubits can store combination of 0 and 1 which can multiply the speed of processing into n times than that of classical computers.
These Qubits help Quantum computers to solve impractical or impossible to solve for a classical computer.
Traveling Salesman Problem: It is one of the best example for explaining
working of a quantum computer and speed as well.
A salesman always tries to figure out the shortest route to travel.
Here the conventional computer will compute for each and every route and will give the optimized route to the salesman which is very time consuming.
Quantum computers make use of qubits as they can represent more than one thing simultaneously i.e. they can work parallel.
This means Quantum computers can try insane
number of routes at the same time and return the answer in seconds.
A problem having n number of cities to be traveled to computed the shortest distance a classical computer will require 100’s or 1000’s of years, but a Quantum computer can work for it within seconds or minutes.
Algorithms Used David Deutsch (1992): It is an
Deterministic Quantum algorithm. Determine whether f: {0,1}n→ {0,1} is constant or balanced using a quantum computer
Daniel Simon (1994): Special case of the abelian hidden subgroup problem
Peter Shor (1994): Given an integer N, find its prime factors
Lov Grover (1996): It is an optimization
algorithm. Search an unsorted database with N entries in O(N1/2) time
Quantum properties used:
Superposition De coherence Entanglement Uncertainty principle Linear algebra Dirac notation
Superposition Property to exist in multiple states.
In a quantum system, if a particle can be in states |A and |B, then it can also be in the state 1|A + 2|B ; 1 and 2 are complex numbers.
Totally different from common sense.
De coherence The biggest problem.
States that if a coherent (superposed) state interacts with the environment, it falls into a classical state without superposition.
So quantum computer to work with superposed states, it has to be completely isolated from the rest of the universe (not observing the state, not measuring it, ...)
Most important property in quantum information.
States that two or more particles can be linked, and if linked, can change properties of particle(s) changing the linked one.
Two particles can be linked and changed each other without interaction.
Entanglement
PROCESSOR ENVIRONMENT: Cooled to 0.015 Kelvin (-
275ºC), 175x colder than interstellar space in order to keep noise and interference to a minimum.
On low vibration floor
<25 kW total power consumption – for the next few generations
Architecture
Shielded to 50,000× less than Earth’s magnetic field
In a high vacuum: pressure is 10 billion times lower than atmospheric pressure
16 Layers between the quantum chip and the outside world
Shielding preserves the quantum calculation
Processing A lattice of superconducting
loops (qubits)
Chilled near absolute zero to quiet noise
User maps a problem into
search for “lowest point in a vast landscape” which corresponds to the best possible outcome
Processor
Processor considers all possibilities simultaneously to satisfy the network of relationships with the lowest energy
The final state of the qubits yields the answer
Software Environment
Programming Environment Operates in a hybrid mode with a HPC System or Data
Analytic Engine acting as a co-processor or accelerator A system is “front-ended” on a network by a standard
server (Host)
User formulates problem as a series of Quantum Machine Instructions (QMIs)
Host sends QMI to quantum processor (QP) QP samples from the distribution of bit-
strings defined by the QMI
Results are returned to the Host and back to the user
The Use OF quantum computers Good for complex calculations Public key Cryptography Data Encryption
For data encryption of 1024 bite code it needs 3000 years for a classical computer and a minute for Quantum computer.
Data security
AdvantagesCould process massive amount of complex data.Ability to solve scientific and commercial problems.Process data in a much faster speed.Capability to convey more accurate answers.More can be computed in less time.MUCH MORE…..
DisadvantagesDe coherence (must be isolated)Uncertainty Principle (Can’t measure without disturb)Ability to crack passwordsCan Break every level of encryptionComplex Hardware SchemesCost
What can Quantum Computer do?Application : Factorization (data security) Physical modelling (climate , economic ,
engineering) Simulation (chemistry ,material) Data bases searching (bioinformatics) Parallel Processing
Future Scope
Health
Finance Computing
Space
Cancerresearch
Anomalydetection
And many more….
Powerful new resource for computation
Complementary to classical computers
Accessible via the cloud
Emergence of quantum software ecosystem
Developer tools Optimized algorithms Applications
Yes ! A Quantum Computer can perform tasks we couldn’t hope to perform with ordinary digital computers….
D-Wave 2000Qubits Quantum Computer
Quantum Chip
"When you change the way you look at things, the things you look at change.” Max Planck, Father of Quantum Physics
[1] P.K. Amiri "quantum computers" IEEE Potentials ( Volume: 21, Issue: 5, Dec 2002/Jan 2003 )
Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
[2] David Deutsch, ``Quantum Computational Networks'', Proc. Soc. R. Lond. A400, pp. 97-117, 1985.
[3 Peter. W. Shor, ``Polynomial-Time Algorithms For Prime Factorization and Discrete Logarithms on a
Quantum Computer'', 35th Annual Symposium on Foundations of Computer Science, pp. 124-134
[4] The excitonic quantum computer F. Rossi IEEE Transactions on Nanotechnology Year: 2004,
Volume: 3, IEEE Journals & Magazines
[5] R. W. Keyes “Challenges for quantum computing with solid-state devices” Computer
Year: 2005, Volume: 38
[6] C. P. Williams “Quantum search algorithms in science and engineering”
Computing in Science & EngineeringYear: 2001, Volume: 3
References
[7] Quantum computing: the final frontier? R. J. Hughes; C. P. Williams IEEE Intelligent Systems and their Applications Year: 2000, Volume: 15
[8] G. Fairbanks, D. Garlan, and W. Scherlis, "Design fragments make using frameworks easier," in Proceedings of the 21st annual ACM SIGPLAN conference on Object-oriented programming systems, languages, and applications Portland, Oregon, USA: ACM, 2006.
[9] N. D. Mermin, “Quantum Computer Science: An Introduction,” 1 ed. Cambridge,
UK: Cambridge University Press, 2007.
[10] R. J. Hughes; C. P. Williams "Quantum computing: the final frontier" .IEEE Intelligent Systems and their Applications Year: 2000, Volume: 15
[11] L. Grover, ``A Fast Quantum Mechanical Algorithm for Database Search'' Symposium on Theory of Computing - STOC-96, pp. 212-219, 1996..
[12] [Childs2002]. A. M. Childs, E. Farhi, and J. Preskill, ``Robustness of adiabatic quantum computation'', Phys. Rev. A65, 2002, quant-ph/0108048
[13] https://en.wikipedia.org/wiki/Quantum_computing
[14] http://www.qubitapplications.com
[15] https://www.dwavesys.com/
[16] Bulk Spin Resonance Quantum Computation http://feynman.stanford.edu
Thank you
Queries Are Most Welcomed