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Advances of Evolutionary Computation: Methods and Operators

af Erik Cuevas, Margarita Arimatea Diaz Cortes, Diego Alberto Oliva Navarro

indgår i Studies in Computational Intelligence serien

Advances of Evolutionary Computation: Methods and Operators af Erik Cuevas
Bag om Advances of Evolutionary Computation: Methods and Operators

The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be e¿ective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book contains nine chapters with the following themes: 1) Introduction, 2) the Social Spider Optimization (SSO), 3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB) algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search (LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE) method, 8) the multimodal CAB, 9) the constrained SSO method.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319285023
  • Indbinding:
  • Hardback
  • Sideantal:
  • 202
  • Udgivet:
  • 20. januar 2016
  • Udgave:
  • 12016
  • Størrelse:
  • 235x155x14 mm.
  • Vægt:
  • 4498 g.
  • 8-11 hverdage.
  • 7. december 2024
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Beskrivelse af Advances of Evolutionary Computation: Methods and Operators

The goal of this book is to
present advances that discuss alternative Evolutionary Computation (EC) developments
and non-conventional operators which have proved to be e¿ective in the solution
of several complex problems. The book has been structured so that each chapter
can be read independently from the others. The book contains nine chapters with
the following themes: 1) Introduction, 2) the Social Spider Optimization (SSO),
3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB)
algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search
(LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE)
method, 8) the multimodal CAB, 9) the constrained SSO method.

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