Evolutionary Programming

M.M. Glybovets, N.M. Gulayeva

Abstract


Prombles in programming 2013; 4: 3-13

References


Fogel L.J., Lawrence J.A. А Retrospective View and Outlook on Evolutionary Algorithms // Proceedings of the International Conference on Computational Intelligence Theory and Applications: Lecture Notes In Computer Science. – 1997. – Vol. 1226. – P. 337–342.

Фогель Л., Оуэнс А., Уолш М. Искусственный интеллект и эволюционное моделирование. – М.: Мир, 1969. – 230 с.

Fogel L.J., Fogel D.B. Artificial Intelligence through Evolutionary Programming // Final Report for U. S. Army Research Institute,

Contract. – 1986.

Гулаєва Н.М. Еволюційні алгоритми // Вісник Київського національного університету імені Тараса Шевченка. Серія: фізико-математичні науки. – 2013. – Вип. 2. – С. 141–150.

Bäck T. Evolutionary Algorithms in Theory and Practice: Evolution Stratagies, Evolutionary Programming, Geneticd Algorithms. –

Oxford University Press, 1996. – 318 p.

Galar R. Evolutionary search with soft selection // Biological Cybernetics. – 1989. – Vol. 60. – P. 357–364.

Fogel D.B. Evolving Artificial Intelligence // PhD thesis. – University of California, San Diego, CA. – 1992.

Atmar W. The philosophical errors that plague both evolutionary theory and simulated evolutionary programming // In: D.B. Fogel and W. Atmar (eds.) Proceedings of the 1st Annual Conference on Evolutionary Programming. – Evolutionary Programming Society, San Diego, CA. – 1992. – P. 27–34.

Fogel D.B., Atmar W. Comparing genetic operators with Gaussian mutations in simulated evolutionary processes using linear systems //

Biological Cybernetics. – 1990. – Vol. 63, N 2. – P. 111–114.

Eiben A.E., Smith J.E. Introduction to Evolutionary Computing. – Springer, Natural Computing Series, 2007. – 300 p.

Galar R. Simulation of local evolutionary dynamics of small populations // Biological Cybernetics. – 1991. – Vol. 65. – P. 37–45.

Eshelman L.J., Schaffer J.D. Crossover’s niche // In: S. Forrest (editor) Proceedings of the 5 th International Conference on Genetic

Algorithms. – Morgan Kaufmann Publishers,

San Mateo, CA. – 1993. – P. 9–14.

Jain A.D., Fogel D.B. Case studies in applying fitness distributions in evolutionary algorithms. II. Comparing the improvements from crossover and gaussian mutation on simple neural networks // In: X. Yao, D.B. Fogel (eds.) Proceedings of the 2000 IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks. – IEEE Press, Piscataway, NJ. – 2000. – P. 91–97.

Fogel D.B. Asymptotic Convergence Properties of Genetic Algorithms and Evolutionary Programming: Analysis and Experiments // Cybernetics and Systems. – 1994. – Vol. 25, N 3. – Р. 389–407.

Fogel D.B. An overview of evolutionary programming // In: L.A. Davis et al. (eds.) Evolutionary algorithms. – Springer. – 1999. – P. 89–110.

Bäck T., Rudolph G., Schwefel H.-P. Evolutionary Programming and Evolution Strategies: Similarities and Differences // In: D.B. Fogel and W. Atmar (eds.) Proceedings of the 2 nd Annual Conference on Evolutionary Programming. – Evolutionary Programming Society, La Jolla, CA. – 1993. – Р. 11–22.

Gehlhaar D.K., Fogel D.B. Tuning evolutionary programming for conformationally flexible molecular docking // In: L.J. Fogel, P.J.

Angeline, T. Bäck (eds.) Proceedings of the 5 th Annual Conference on Evolutionary Programming. – MIT Press, Cambridge, MA. –

– Р. 419–429.

Курейчик В.М., Родзин С.И. Эволюционные вычисления: генетическое и эволюционное программирование // Новости искусственного интеллекта. – 2003. – № 5. – С. 13–19. Режим доступу: www.raai.org/library/ainews/2003/5/kureichik

_rodzin.doc

Yao X., Liu Y., Lin G. Evolutionary programming made faster // IEEE Transactions on Evolutionary Computing. – 1999. – Vol. 3,

N 2. – Р. 82–102.

Ghozeil A., Fogel D.B. A Preliminary Investigation into Directed Mutation in Evolutionary Algorithms // In: H.-M. Voigt, W. Ebeling, I.

Rechenberg, and H.-P. Schwefel (eds.) Parallel Problem Solving from Nature PPSN IV. – Springer, Berlin. – 1993. – Р. 329–335.

Saravanan N., Fogel D.B. Multi-Operator Evolutionary Programming // In: P.J. Angeline, R.C. Eberhart, R.G. Reynolds, and J.R.

McDonnell (eds.) Evolutionary Programming VI: Proceedings of the 6

th Annual Conference on Evolutionary Programming. – Springer, Berlin. – 1997. – Р. 215–221.

Chellapilla K., Fogel. D.B. Evolving an expert checkers playing program without human expertise // IEEE Transactions on Evolutionary Computation. – 2001. – Vol. 5, N 4. – Р. 422–428.

Fogel D.B. Blondie24: Playing at the Edge of AI. – Morgan Kauffmann, San Francisco, 2002. – 406 p.


Refbacks

  • There are currently no refbacks.