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Showing 1 to 3 of 3 for “"Fitness Landscape Analysis"”.
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Fitness Landscape Analysis for the Differential Evolution Algorithm
… parameter configurations and problem-specific landscape characteristics. This thesis undertakes a comprehensive investigation into three foundational aspects of DE design: the critical role and intricate interplay of its control parameters; the influence of fitness landscape characteristics …
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Problem dependent metaheuristic performance in Bayesian network structure learning.
… node ordering and the optimal BN structure; (c) Fitness landscape analysis for investigating the di erent performances of both chain score function and the CH score function; (d) A classifier method is constructed by utilizing receiver operating characteristic curve with the results on fitness …
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Landscape Aware Algorithm Configuration
The issue of parameter selection cannot be ignored if optimal performance is to be obtained from an algorithm on a specific problem or if a collection of algorithms are going to be compared in a fair manner. Unfortunately, adequately addressing the issue of parameter selection is time consuming and …