http://cogprints.org/id/eprint/3718
2011-03-11T08:55:38Z
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COMPUTER SIMULATION AND COMPUTABILITY
OF BIOLOGICAL SYSTEMS
Baianu, Professor I.C.
Lin, Ms. H.C.
Theoretical Biology
The ability to simulate a biological organism by employing a computer is related to the
ability of the computer to calculate the behavior of such a dynamical system, or the "computability" of the system.* However, the two questions of computability and simulation are not equivalent. Since the question of computability can be given a precise answer in terms of recursive functions, automata theory and dynamical systems, it will be appropriate to consider it first. The more elusive question of adequate simulation of biological systems by a computer will be then addressed and a possible connection between the two answers given will be considered. A conjecture is formulated that suggests the possibility of employing an algebraic-topological, "quantum" computer (Baianu, 1971b)
for analogous and symbolic simulations of biological systems that may include chaotic processes that are not, in genral, either recursively or digitally computable. Depending on the biological network being modelled, such as the Human Genome/Cell Interactome or a trillion-cell Cognitive Neural Network system, the appropriate logical structure for such simulations might be either the Quantum MV-Logic (QMV) discussed in recent publications (Chiara, 2004, and references cited therein)or Lukasiewicz Logic Algebras that were shown to be isomorphic to MV-logic algebras (Georgescu et al, 2001).
Pergamon Press, Ltd.
Witten, Professor Matthew
1986
Book Chapter
PeerReviewed
application/pdf
http://cogprints.org/3718/1/COMPUTER_SIMULATIONCOMPUTABILITYBIOSYSTEMSrefnew.pdf
Baianu, Professor I.C. and Lin, Ms. H.C. (1986) COMPUTER SIMULATION AND COMPUTABILITY OF BIOLOGICAL SYSTEMS. [Book Chapter]
http://cogprints.org/3718/
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