Efficient evolutionary optimization through the use of a cultural algorithm

References

• Goldberg D. E. (1989) Genetic Algorithms in Search, Optimization and Machine Learning Addison-Wesley Publishing Company Reading Massachusetts
   Google Scholar
• Bäck T. Fogel D. Michalewicz Z. (Eds.) (1997) Handbook of Evolutionary Computation 1 IOP Publishing Ltd. and Oxford University Press
   Google Scholar
• Fogel L. J. (1999) Artificial Intelligence Through Simulated Evolution. Forty Years of Evolutionary Programming John Wiley & Sons New York
   Google Scholar
• Zhang Z. M. Liao T. M. (1999) Combining case-based reasoning with genetic algorithms Late Breaking Papers at the 1999 Genetic and Evolutionary Computation Conference S. Brave and A. S. Wu, (Eds.) Orlando Florida 305 310
   Google Scholar
• Louis S. J. Johnson J. (1997) Solving similar problems using genetic algorithms case-based memory Bäck, T. (Ed.) Proceedings of the Seventh International Conference on Genetic Algorithms Morgan Kaufmann Publishers San Francisco California pp. 283–290
   Google Scholar
• Ramsey C. L. Grefenstette J. J. (1993) Case-based initialization of genetic algorithms Proceedings of the Fifth International Conference on Genetic Algorithms S. Forrest, (Ed.) Morgan Kauffman Publishers San Mateo California pp. 84–91
   Google Scholar
• Michalewicz , Z. and Schoenauer , M. (1996) . Evolutionary algorithms for constrained parameter optimization problems . Evolutionary Computation , 4 ( 1 ) : 1 – 32 .
   Web of Science ®Google Scholar
• Coello Coello , C. A. (2002) . Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art . Computer Methods in Applied Mechanics and Engineering , 191 ( 11–12 ) : 1245 – 1287 .
   Web of Science ®Google Scholar
• Reynolds R. G. (1994) An introduction to cultural algorithms In Proceedings of the Third Annual Conference on Evolutionary Programming A. V. Sebald and L. J. Fogel, (Eds.) World Scientific River Edge New Jersey pp. 131–139
   Google Scholar
• Renfrew A. C. (1994) Dynamic modeling in archaeology: What, when, and where? In Dynamical Modeling and the Study of Change in Archaelogy S. E. van der Leeuw, (Ed.) Edinburgh University Press Edinburgh Scotland
   Google Scholar
• Durham W. H. (1994) Co-evolution: Genes, Culture, and Human Diversity Stanford University Press Stanford California
   Google Scholar
• Franklin B. Bergerman M. (2000) Cultural algorithms: Concepts and experiments Proceedings of the 2000 Congress on Evolutionary Computation IEEE Service Center Piscataway New Jersey 1245 1251
   Google Scholar
• Reynolds R. G. (1999) Cultural algorithms: Theory and applications New Ideas in Optimization D. Corne, M. Dorigo, and F. Glover (Eds.) McGraw-Hill London UK 367 377
   Google Scholar
• Mitchell T. (1978) Version spaces: An approach to concept learning PhD thesis Computer Science Department, Stanford University Stanford California 1978
   Google Scholar
• Michalewicz Z. (1995) A survey of constraint handling techniques in evolutionary computation methods Proceedings of the 4th Annual Conference on Evolutionary Programming J. R. McDonnell, R. G. Reynolds and D. B. Fogel, (Eds.) The MIT Press Cambridge Massachusetts pp. 135–155
   Google Scholar
• Reynolds R. G. Michalewicz Z. Cavaretta M. (1995) Using cultural algorithms for constraint handling in GENOCOP Proceedings of the Fourth Annual Conference on Evolutionary Programming J. R. McDonnell, R. G. Reynolds and D. B. Fogel (Eds.) MIT Press Cambridge Massachusetts 298 305
   Google Scholar
• Chan-Jin Chung C. J. Reynolds R. G. (1996) A testbed for solving optimization problems using cultural algorithms Evolutionary Programming V: Proceedings of the Fifth Annual Conference on Evolutionary Programming L. J. Fogel, P. J. Angeline and T. Bäck, (Eds.) MIT Press Cambridge Massachusetts
   Google Scholar
• Michalewicz Z. Janikow C. Z. (1991) Handling constraints in genetic algorithms Proceedings of the Fourth International Conference on Genetic Algorithms R. K. Belew and L. B. Booker, (Eds.) Morgan Kaufmann Publishers San Mateo California 151 157
   Google Scholar
• Davis , E. (1987) . Constraint propagation with interval labels . Artificial Intelligence , 32 : 281 – 331 .
   Web of Science ®Google Scholar
• Jin X. D. Reynolds R. G. (1999) Using knowledge-based evolutionary computation to solve nonlinear constraint optimization problems: A cultural algorithm approach 1999 Congress on Evolutionary Computation IEEE Service Center Washington, D.C. July 1999 1672 1678
   Google Scholar
• Latombe J. -C. (1993) Robot Motion Planning Kluwer Academic Publishers Norwell Massachusetts
   Google Scholar
• Chung C. J. (1997) Knowledge-based approaches to self-adaptation in cultural algorithms PhD thesis Wayne State University Detroit Michigan
   Google Scholar
• Mariano C. E. Morales E. F. (2000) Distributed reinforcement learning for multiple objective optimization problems 2000 Congress on Evolutionary Computation IEEE Service Center Piscataway New Jersey 188 195
   Google Scholar
• Deb , K. (2000) . An efficient constraint handling method for genetic algorithms . Computer Methods in Applied Mechanics and Engineering , 186 ( 2/4 ) : 311 – 338 .
   Web of Science ®Google Scholar
• Jackins , C. L. and Tanimoto , S. L. (1980) . Octrees and their use in representing three-dimensional objects . Computer Graphics and Image Processing , 14 ( 3 ) : 249 – 270 .
   Google Scholar
• Koziel , S. and Michalewicz , Z. (1999) . Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization . Evolutionary Computation , 7 ( 1 ) : 19 – 44 .
   PubMed Web of Science ®Google Scholar
• Runarsson , T. P. and Yao , X. (2000) . Stochastic ranking for constrained evolutionary optimization . IEEE Transactions on Evolutionary Computation , 4 ( 3 ) : 284 – 294 .
   Web of Science ®Google Scholar
• Deb , K. (1991) . Optimal design of a welded beam via genetic algorithms . AIAA Journal , 29 ( 11 ) : 2013 – 2015 .
   Web of Science ®Google Scholar
• Ragsdell , K. M. and Phillips , D. T. (1967) . Optimal design of a class of welded structures using geometric programming . ASME Journal of Engineering for Industries , 98 ( 3 ) : 1021 – 1025 .
   Web of Science ®Google Scholar
• Siddall J. N. (1972) Analytical Design-Making in Engineering Design Prentice-Hall
   Google Scholar
• Belegundu A. D. (1982) A Study of Mathematical Programming Methods for Structural Optimization Department of Civil and Environmental Engineering, University of Iowa Iowa City Iowa
   Google Scholar
• Arora J. S. (1989) Introduction to Optimum Design McGraw-Hill New York
   Google Scholar
• Pérez E. I. Coello Coello C. A. Arturo Hernández Aguirre A. H. (2001) Extraction of design patterns from evolutionary algorithms using case-based reasoning Evolvable Systems: From Biology to Hardware (ICES'2001) Y. Liu, K. Tanaka, M. Iwata, T. Higuchi and M. Yasunaga, (Eds.) Springer-Verlag Lecture Notes in Computer Science No. 2210 244 255
   Google Scholar
• Bentley , J. L. and Friedman , J. H. (1979) . Data structures for range searching . ACM Computing Surveys , 11 ( 4 ) : 397 – 409 .
   Web of Science ®Google Scholar
• Rao S. S. (1996) Engineering Optimization John Wiley and Sons
   Google Scholar