Multiobjective Optimization and Multiple Constraint Handling with Evolutionary Algorithms
Citations
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4,878 citations
Cites background from "Multiobjective Optimization and Mul..."
...Though there has been some work on dynamic sizing of the sharing parameter [4], a pa r meterless diversity preservation mechanism is desirable....
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4,867 citations
Cites methods from "Multiobjective Optimization and Mul..."
...Later, these approaches (and variations of them) were successfully applied to various multiobjective optimization problems (Ishibuchi and Murata, 1996; Cunha et al., 1997; Valenzuela-Rendón and UrestiCharre, 1997; Fonseca and Fleming, 1998; Parks and Miller, 1998)....
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2,943 citations
Cites background from "Multiobjective Optimization and Mul..."
...Several survey papers [1-3, 12, 14, 22, 51, 54, 55] have been published on evolutionary...
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2,062 citations
Cites methods from "Multiobjective Optimization and Mul..."
...Later, these approaches (and variations of them) were successfully applied to various multiobjective optimization problems (Ishibuchi and Murata 1996; Cunha, Oliviera, and Covas 1997; Valenzuela-Rendón and Uresti-Charre 1997; Fonseca and Fleming 1998b; Parks and Miller 1998)....
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References
52,797 citations
13,487 citations
"Multiobjective Optimization and Mul..." refers background in this paper
...problem [20], grouping problems such as process-processor mapping [21] and nonlinear model term selection [22], or the evolution of computer programs [ 23 ]....
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12,457 citations
"Multiobjective Optimization and Mul..." refers background in this paper
...[13] L. Booker, \Improving search in genetic algorithms," in Genetic Algorithmsand Simulated Annealing (L. Davis, ed.)...
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...While such a designer-orientedformulation is very attractive, its practical usefulness depends heavily on theability to search and optimize cost surfaces in a class much broader than usual,as already provided to a large extent by the Genetic Algorithm (GA)....
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...[18] J. J. Grefenstette and J. M. Fitzpatrick, \Genetic search with approximatefunction evaluations," in Genetic Algorithms and Their Applications: Pro-23 ceedings of the First International Conference on Genetic Algorithms (J. J.Grefenstette, ed.)...
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...22 [11] J. E. Baker, \Reducing bias and ine ciency in the selection algorithm,"in Genetic Algorithms and Their Applications: Proceedings of the SecondInternational Conference on Genetic Algorithms (J. J. Grefenstette, ed.)...
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...[12] K. Deb and D. E. Goldberg, \An investigation of niche and species formationin genetic function optimization," in Proceedings of the Third InternationalConference on Genetic Algorithms (J. D. Scha er, ed.)...
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1,604 citations
"Multiobjective Optimization and Mul..." refers methods in this paper
...Selection uses Baker’s stochastic universal sampling (SUS) algorithm [ 11 ], which is optimal in terms of bias and spread....
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1,175 citations