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Volumn 13, Issue 2, 1993, Pages 285-319

What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation

Author keywords

deception; Genetic algorithms; Tanese functions; Walsh analysis

Indexed keywords

ALGORITHMS; COMPUTER AIDED INSTRUCTION; MATHEMATICAL MODELS; OPTIMIZATION; PERFORMANCE;

EID: 0027701744     PISSN: 08856125     EISSN: 15730565     Source Type: Journal    
DOI: 10.1023/A:1022626114466     Document Type: Article
Times cited : (163)

References (44)
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    • Bethke, A.D. (1980). Genetic algorithms as function optimizers. (Doctoral dissertation, University of Michigan.) Dissertation Abstracts International, 41 (9), 3503B.
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    • De Jong, K.A. (1975). An analysis of the behavior of a class of genetic adaptive systems. Unpublished doctoral dissertation, University of Michigan, Ann Arbor, MI.
  • 8
    • 84951625584 scopus 로고    scopus 로고
    • De Jong, K.A. (Ed.) (1990a). Special issue on genetic algorithms. Machine Learning, 5 (4).
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    • Forrest, S. (1985). Documentation for prisoner's dilemma and norms programs that use the genetic algorithm. Unpublished report, University of Michigan, Ann Arbor, MI.
  • 29
    • 0000746883 scopus 로고
    • Escaping brittleness: The possibilities of general-purpose learning algorithms applied to parallel rule-based systems
    • R.S., Michalski, J.G., Carbonell, T.M., Mitchell, Morgan Kaufmann, San Mateo, CA
    • (1986) Machine learning
    • Holland, J.H.1
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    • 84951625589 scopus 로고    scopus 로고
    • Packard, N.H. (1990). A genetic learning algorithm for the analysis of complex data. Complex Systems, 4 (5).
  • 38
    • 84951625591 scopus 로고    scopus 로고
    • Smith, S.F. (1980). A learning system based on genetic adaptive algorithms. Unpublished Ph.D. dissertation, Computer Science Department, University of Pittsburgh, Pittsburgh, PA.
  • 39
    • 84951625592 scopus 로고    scopus 로고
    • Tanese, R. (1989a). Distributed genetic algorithms for function optimization. Unpublished doctoral dissertation, University of Michigan, Ann Arbor, MI.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.