2006
DOI: 10.1007/11893295_104
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Mitigating Deception in Genetic Search Through Suitable Coding

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“…In reality, increasing fitness does not always reveal the best path and can mislead us from finding the global optimum (Goldberg, 1987). Aiming to solve this problem, many algorithms were developed (Hutter and Legg, 2006) (Basu and Bhatia, 2006) that significantly reduce the deceptiveness. But the underlying problem remains -the objective function may still misdirect the search toward a dead end.…”
Section: Introductionmentioning
confidence: 99%
“…In reality, increasing fitness does not always reveal the best path and can mislead us from finding the global optimum (Goldberg, 1987). Aiming to solve this problem, many algorithms were developed (Hutter and Legg, 2006) (Basu and Bhatia, 2006) that significantly reduce the deceptiveness. But the underlying problem remains -the objective function may still misdirect the search toward a dead end.…”
Section: Introductionmentioning
confidence: 99%