Dynamic Parameter Adaptation For Meta-heuristic Optimization Algorithms Through - Frumen Olivas

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Dynamic Parameter Adaptation For Meta-heuristic Optimization Algorithms Through - Frumen Olivas

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Dynamic Parameter Adaptation For Meta-heuristic Optimization Algorithms Through - Frumen Olivas

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Dynamic Parameter Adaptation For Meta-heuristic Optimization Algorithms Through - Frumen Olivas

In This Book, A Methodology For Parameter Adaptation In Meta-heuristic Op-timization Methods Is Proposed. This Methodology Is Based On Using Met-rics About The Population Of The Meta-heuristic Methods, To Decide Through A Fuzzy Inference System The Best Parameter Values That Were Carefully Se-lected To Be Adjusted. With This Modification Of Parameters We Want To Find A Better Model Of The Behavior Of The Optimization Method, Because With The Modification Of Parameters, These Will Affect Directly The Way In Which The Global Or Local Search Are Performed.three Different Optimization Methods Were Used To Verify The Improve-ment Of The Proposed Methodology.
  • Brand: Unbranded
  • Category: Computing & Internet
  • Format: Paperback
  • Language: English
  • Publisher / Label: Springer Nature B.V
  • Author: Frumen Olivas
  • Number of Pages: 116
  • Fruugo ID: 469772245-983727194
  • ISBN: 9783319708508

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