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Volumn 2005-January, Issue , 2005, Pages 32-38

Measurements for Understanding the Behavior of the Genetic Algorithm in Dynamic Environments: A Case Study using the Shaky Ladder Hyperplane-Defined Functions

Author keywords

dynamic environments; genetic algorithms; hyperplane defined functions; measurement

Indexed keywords

GEOMETRY; LADDERS;

EID: 84864632555     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1102256.1102263     Document Type: Conference Paper
Times cited : (14)

References (20)
  • 2
    • 84901453819 scopus 로고    scopus 로고
    • Memory enhanced evolutionary algorithms for changing optimization problems
    • Branke, J. Memory enhanced evolutionary algorithms for changing optimization problems. In Congress on Evolutionary Computation CEC99 (1999), vol. 3, IEEE, pp. 1875-82.
    • (1999) Congress on Evolutionary Computation CEC99 , vol.3 , pp. 1875-1882
    • Branke, J.1
  • 6
    • 0001903624 scopus 로고
    • Genetic algorithms with sharing for multimodal function optimization
    • (Hillsdale, New Jersey,), J. J. Grefenstette, Ed., Lawrence Erlbaum Associates
    • Goldberg, D. E., and Richardson, J. Genetic algorithms with sharing for multimodal function optimization. In Proceedings of the Second International Conference on Genetic Algorithms (Hillsdale, New Jersey, 1987), J. J. Grefenstette, Ed., Lawrence Erlbaum Associates, pp. 41-9.
    • (1987) Proceedings of the Second International Conference on Genetic Algorithms , pp. 41-49
    • Goldberg, D.E.1    Richardson, J.2
  • 9
    • 0034543055 scopus 로고    scopus 로고
    • Building blocks, cohort genetic algorithms, and hyperplane-defined functions
    • Holland, J. H. Building blocks, cohort genetic algorithms, and hyperplane-defined functions. Evolutionary Computation 8, 4 (2000), 373-391.
    • (2000) Evolutionary Computation , vol.8 , Issue.4 , pp. 373-391
    • Holland, J.H.1
  • 10
    • 2142640522 scopus 로고    scopus 로고
    • Stable or robust? what's the difference?
    • January / February
    • Jen, E. Stable or robust? what's the difference? Complexity 8, 3 (January / February 2003), 12-18.
    • (2003) Complexity , vol.8 , Issue.3 , pp. 12-18
    • Jen, E.1
  • 11
    • 0003882343 scopus 로고
    • MIT Press, Cambridge, Massachusetts, , ch. 8
    • Koza, J. R. Genetic Programming. MIT Press, Cambridge, Massachusetts, 1992, ch. 8.
    • (1992) Genetic Programming
    • Koza, J.R.1
  • 13
    • 84901468265 scopus 로고    scopus 로고
    • A test problem generator for non-stationary environments
    • Morrison, R. W., and DeJob, K. A. A test problem generator for non-stationary environments. In Congress on Evolutionary Computation CEC99 (1999), vol. 3, IEEE, pp. 2047-53.
    • (1999) Congress on Evolutionary Computation CEC99 , vol.3 , pp. 2047-2053
    • Morrison, R.W.1    DeJob, K.A.2
  • 14
    • 32444438299 scopus 로고    scopus 로고
    • The problem with a self-adaptative mutation rate in some environments: A case study using the shaky ladder hyperplane-defined functions
    • Rand, W., and Riolo, R. The problem with a self-adaptative mutation rate in some environments: A case study using the shaky ladder hyperplane-defined functions. In To appear in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2005) (2005).
    • (2005) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2005)
    • Rand, W.1    Riolo, R.2
  • 15
    • 32444440720 scopus 로고    scopus 로고
    • Shaky ladders, hyperplane-defined functions and genetic algorithms: Systematic controlled observation in dynamic environments
    • R. et al., Ed., Lecture Notes In Computer Science, Springer. In Press
    • Rand, W., and Riolo, R. Shaky ladders, hyperplane-defined functions and genetic algorithms: Systematic controlled observation in dynamic environments. In EvoWorkshops 2005 Proceedings (2005), R. et al., Ed., Lecture Notes In Computer Science, Springer. In Press.
    • (2005) EvoWorkshops 2005 Proceedings
    • Rand, W.1    Riolo, R.2
  • 17
    • 84947786473 scopus 로고    scopus 로고
    • Optimal mutation and crossover rates for a genetic algorithm operating in a dynamic environment
    • in LNCS, Springer
    • Stanhope, S. A., and Daida, J. M. Optimal mutation and crossover rates for a genetic algorithm operating in a dynamic environment. In Evolutionary Programming VII (1998), no. 1447 in LNCS, Springer, pp. 693-702.
    • (1998) Evolutionary Programming VII , Issue.1447 , pp. 693-702
    • Stanhope, S.A.1    Daida, J.M.2
  • 18
    • 0041376985 scopus 로고    scopus 로고
    • Genetic diversity as an objective in multi-objective evolutionary algorithms
    • Toffolo, A., and Benini, E. Genetic diversity as an objective in multi-objective evolutionary algorithms. Evolutionary Computation 11, 2 (2003), 151-67.
    • (2003) Evolutionary Computation , vol.11 , Issue.2 , pp. 151-167
    • Toffolo, A.1    Benini, E.2
  • 20
    • 0002400875 scopus 로고
    • In Biodiversity, E. O. Wilson and F. M. Peter, Eds. National Academy Press, Washington
    • Wilson, E. O. The current state of biological diversity. In Biodiversity, E. O. Wilson and F. M. Peter, Eds. National Academy Press, Washington, 1988, pp. 3-18.
    • (1988) The current state of biological diversity , pp. 3-18
    • Wilson, E.O.1


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