Evoluciono računarstvo

Evoluciono računarstvo je vrsta računarstva ili grana vještačke ineligencije koja se bavi simulacijom evolucije na računaru, odnosno bioloških kategorija: gen, hromosom, individua, vrsta, ekosistem. Ima tendenciju kretanja k novoj filozofiji mašinske inteligencije.

Praktičari

Kalyanmoy Deb
David E. Goldberg
John Henry Holland
John Koza
Ingo Rechenberg
Hans-Paul Schwefel
Edward Tsang

Literatura

K. A. De Jong, Evolutionary computation: a unified approach. MIT Press, Cambridge MA, 2006
A. E. Eiben and J.E. Smith, Introduction to Evolutionary Computing, Springer, 2003, ISBN 3-540-40184-9
A. E. Eiben and M. Schoenauer, Evolutionary computing, Information Processing Letters, 82(1): 1–6, 2002.
S. Cagnoni, et al, Real-World Applications of Evolutionary Computing, Springer-Verlag Lecture Notes in Computer Science, Berlin, 2000.
W. Banzhaf, P. Nordin, R.E. Keller, and F.D. Francone. Genetic Programming — An Introduction. Morgan Kaufmann, 1998.
D. B. Fogel. Evolutionary Computation. Toward a New Philosophy of Machine Intelligence. IEEE Press, Piscataway, NJ, 1995.
H.-P. Schwefel. Numerical Optimization of Computer Models. John Wiley & Sons, New-York, 1981. 1995 – 2nd edition.
Th. Bäck and H.-P. Schwefel. An overview of evolutionary algorithms for parameter optimization. Evolutionary Computation, 1(1):1–23, 1993.
J. R. Koza. Genetic Programming: On the Programming of Computers by means of Natural Evolution. MIT Press, Massachusetts, 1992.
D. E. Goldberg. Genetic algorithms in search, optimization and machine learning. Addison Wesley, 1989.
J. H. Holland. Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor, 1975.
I. Rechenberg. Evolutionstrategie: Optimierung Technisher Systeme nach Prinzipien des Biologischen Evolution. Fromman-Hozlboog Verlag, Stuttgart, 1973. (German)
L. J. Fogel, A. J. Owens, and M. J. Walsh. Artificial Intelligence through Simulated Evolution. New York: John Wiley, 1966.

Evoluciono računarstvo

Praktičari

Literatura

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