메뉴 건너뛰기




Volumn 7, Issue 3, 1997, Pages 257-267

Using Disruptive Selection to Maintain Diversity in Genetic Algorithms

Author keywords

Disruptive selection; Diversity; Genetic algorithm; Nonstationary search problem; Spike function

Indexed keywords

FUNCTIONS; OPTIMIZATION; PROBLEM SOLVING;

EID: 0031191224     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008276600101     Document Type: Article
Times cited : (20)

References (53)
  • 4
    • 84889540558 scopus 로고
    • English University Press: London
    • R.J. Berry, Genetics, English University Press: London, 1965.
    • (1965) Genetics
    • Berry, R.J.1
  • 11
    • 0000106320 scopus 로고
    • A naturally occurring niche and species phenomenon: The model and first results
    • edited by R.K. Belew, Morgan Kaufmann: San Mateo, CA, July
    • Y. Davidor, "A naturally occurring niche and species phenomenon: The model and first results," in Proceedings of the Fourth International Conference on Genetic Algorithms and Their Applications, edited by R.K. Belew, Morgan Kaufmann: San Mateo, CA, July 1991, pp. 257-263.
    • (1991) Proceedings of the Fourth International Conference on Genetic Algorithms and Their Applications , pp. 257-263
    • Davidor, Y.1
  • 13
  • 14
    • 0027308052 scopus 로고
    • Genetic-based machine learning and behavior-based robotics: A new synthesis
    • M. Dorigo and U. Schnepf, "Genetic-based machine learning and behavior-based robotics: A new synthesis," IEEE Transactions on System, Man, and Cybernetics, vol. SMC-23, no. 1, pp. 141-154, 1993.
    • (1993) IEEE Transactions on System, Man, and Cybernetics , vol.SMC-23 , Issue.1 , pp. 141-154
    • Dorigo, M.1    Schnepf, U.2
  • 17
    • 0002737691 scopus 로고
    • Genetic algorithms and rules learning in dynamic system control
    • edited by J.J. Grefenstette, Lawrence Erlbaum Associates: Hillsdale, NJ, July
    • D.E. Goldberg, "Genetic algorithms and rules learning in dynamic system control," in Proceedings of the First International Conference on Genetic Algorithms and Their Applications, edited by J.J. Grefenstette, Lawrence Erlbaum Associates: Hillsdale, NJ, July, 1985, pp. 8-15.
    • (1985) Proceedings of the First International Conference on Genetic Algorithms and Their Applications , pp. 8-15
    • Goldberg, D.E.1
  • 21
    • 0001903624 scopus 로고
    • Genetic algorithms with sharing for multimodal function optimization
    • edited by J.J. Grefenstette, Lawrence Erlbaum Associates: Hillsdale, NJ, July
    • D.E. Goldberg and J. Richardson, "Genetic algorithms with sharing for multimodal function optimization," in Proceedings of the Second International Conference on Genetic Algorithms, edited by J.J. Grefenstette, Lawrence Erlbaum Associates: Hillsdale, NJ, July 1987, pp. 41-49.
    • (1987) Proceedings of the Second International Conference on Genetic Algorithms , pp. 41-49
    • Goldberg, D.E.1    Richardson, J.2
  • 23
    • 0022559425 scopus 로고
    • Optimization of control parameters for genetic algorithms
    • J.J. Grefenstette, "Optimization of control parameters for genetic algorithms," IEEE Transactions on System, Man, and Cybernetics, vol. SMC-16, no. 1, pp. 122-128, 1986.
    • (1986) IEEE Transactions on System, Man, and Cybernetics , vol.SMC-16 , Issue.1 , pp. 122-128
    • Grefenstette, J.J.1
  • 24
    • 0000146518 scopus 로고
    • Credit assignment in rule discovery systems based on genetic algorithms
    • J.J. Grefenstette, "Credit assignment in rule discovery systems based on genetic algorithms," Machine Learning, vol. 3, no. 2/3, pp. 225-245, 1988.
    • (1988) Machine Learning , vol.3 , Issue.2-3 , pp. 225-245
    • Grefenstette, J.J.1
  • 30
    • 38249006973 scopus 로고
    • Searching nonlinear functions for high values
    • J.H. Holland, "Searching nonlinear functions for high values," Applied Mathematics and Computation, vol. 32, pp. 255-274, 1989.
    • (1989) Applied Mathematics and Computation , vol.32 , pp. 255-274
    • Holland, J.H.1
  • 32
    • 34250090619 scopus 로고
    • Learning with genetic algorithms: An overview
    • K.A. De Jong, "Learning with genetic algorithms: An overview." Machine Learning, vol. 3, no. 2/3, pp. 121-138, 1988.
    • (1988) Machine Learning , vol.3 , Issue.2-3 , pp. 121-138
    • De Jong, K.A.1
  • 36
  • 37
    • 84889546788 scopus 로고
    • A study on diversity and convergence in distruptive genetic algorithms
    • National Chiao Tung University, Hsinchu, Taiwan, Republic of China, Dec.
    • T. Kuo and S.Y. Hwang, "A study on diversity and convergence in distruptive genetic algorithms," in Proceedings of 1994 International Computer Symposium, National Chiao Tung University, Hsinchu, Taiwan, Republic of China, Dec. 1994, pp. 145-150.
    • (1994) Proceedings of 1994 International Computer Symposium , pp. 145-150
    • Kuo, T.1    Hwang, S.Y.2
  • 39
    • 0001876671 scopus 로고
    • Parallel genetic algorithms, population genetics and combinatorial optimization
    • edited by J. David Schaffer, Morgan Kaufmann: San Mateo, CA, June
    • H. Mühlenbein, "Parallel genetic algorithms, population genetics and combinatorial optimization," in Proceedings of the Third International Conference on Genetic Algorithms and Their Applications, edited by J. David Schaffer, Morgan Kaufmann: San Mateo, CA, June 1989, pp. 416-421.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms and Their Applications , pp. 416-421
    • Mühlenbein, H.1
  • 41
    • 0020950618 scopus 로고
    • An analysis of genetic-based pattern tracking and cognitive-based component tracking models of adaptation
    • E. Pettit and K.M. Swigger, "An analysis of genetic-based pattern tracking and cognitive-based component tracking models of adaptation," in Proceedings of the National Conference on Artificial Intelligence, pp. 327-332, 1983.
    • (1983) Proceedings of the National Conference on Artificial Intelligence , pp. 327-332
    • Pettit, E.1    Swigger, K.M.2
  • 43
    • 0001351468 scopus 로고
    • Searching for diverse, cooperative population with genetic algorithms
    • R.E. Smith, S. Forrest, and A.S. Perelson, "Searching for diverse, cooperative population with genetic algorithms," Evolutionary Computation, vol. 1, no. 2, pp. 127-149, 1993.
    • (1993) Evolutionary Computation , vol.1 , Issue.2 , pp. 127-149
    • Smith, R.E.1    Forrest, S.2    Perelson, A.S.3
  • 44
    • 0008643087 scopus 로고
    • Diploidy and dominance in artificial genetic search
    • R.E. Smith and D.E. Goldberg, "Diploidy and dominance in artificial genetic search," Complex Systems, vol. 6, no. 3, pp. 251-285, 1992.
    • (1992) Complex Systems , vol.6 , Issue.3 , pp. 251-285
    • Smith, R.E.1    Goldberg, D.E.2
  • 51
    • 0003389370 scopus 로고
    • The genitor algorithm and selection pressure: Why rank-based allocation of reproductive trials is best
    • edited by J.D. Schaffer, Morgan Kaufmann: San Mateo, CA, June
    • D. Whitley, "The genitor algorithm and selection pressure: Why rank-based allocation of reproductive trials is best," in Proceedings of the Third International Conference on Genetic Algorithms and Their Applications, edited by J.D. Schaffer, Morgan Kaufmann: San Mateo, CA, June 1989, pp. 116-123.
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms and Their Applications , pp. 116-123
    • Whitley, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.