Cultural algorithms: Computational modeling of how cultures learn to solve problems: An engineering example

Cybernetics and Systems

Volumn 36, Issue 8, 2005, Pages 753-771

  Reynolds, Robert G ^a   Peng, Bin ^a  

^a Wayne State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

REAL-WORLD PROBLEM; SWARMING;

ALGORITHMS; OPTIMIZATION;

PROBLEM SOLVING;

EID: 29144483998     PISSN: 01969722     EISSN: 10876553     Source Type: Journal    
DOI: 10.1080/01969720500306147     Document Type: Article

References (11)

1. Chung, C. and G. R. Reynolds. 1998. Cultural Algorithms with Evolutionary Programming (CAEP): An evolution-based tool for real-valued function optimization using cultural algorithms. International Journal on Artificial Intelligence Tools 7:239-291.
2. Hu, X., C. R. Eberhart, and Y. Shi. 2003. Engineering optimization with particle swarm. In Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 53-57. Indianapolis, Indiana: IEEE Press.
3. Jin, X. and G. R. Reynolds. 1999. Using knowledge-based evolutionary computation to solve nonlinear constraint optimization problems: A cultural algorithm approach. In Proceeding of the 1999 Congress on Evolutionary Computation, 1672-1678. Washington DC: IEEE Press.
4. Kennedy, J. and R. C. Eberhart. 1995. Particle swarm optimization. In Proceeding of the IEEE International Conference on Neural Networks, 12-13, Perth, Australia: IEEE Service Center.
5. Michalewicz, Z. 1996. Genetic algorithm + data structures = evolution program. 3rd ed. New York: Springer-Verlag.
6. Morrison, R. and K. De Jong. 1999. A test problem generator for nonstationary environments. In Proceedings of Congress on Evolutionary Computation, 2047-2053. Washington, DC: IEEE Press.
7. Peng, B., G. R. Reynolds, and J. J. Brewster. 2003. Cultural swarms. In Proceeding of IEEE 2003 Congress on Evolutionary Computation, Canberra, Australia: IEEE Press.
8. Reynolds, G. R. 1979. An adaptive computer model of the evolution of agriculture for hunter-gatherers in the Valley of Oaxaca, Mexico. PhD diss., University of Michigan.
9. Reynolds, G. R. 1994. An introduction to cultural algorithms. In Proceedings of the 3rd Annual Conference on Evolutionary Programming, 131-139. Singapore: World Scientific Publishing.
10. Reynolds, G. R. and S. Saleem. 2003. The impact of environmental dynamics on cultural emergence. Festschrift, in Honor of John Holland. Oxford: Oxford University Press, pp. 1-10.
11. Rychtyckyj, N., D. Ostrowski, G. Schleis, and G. R. Reynolds. 2003. Using cultural algorithms in industry. In Proceedings of IEEE Swarm Intelligence Symposium, Indianapolis, Indiana: IEEE Press.