9781118616260

Metaheuristics on Graphics Processing Units

  • ISBN 13:

    9781118616260

  • ISBN 10:

    111861626X

  • Format: Hardcover
  • Copyright: 04/14/2014
  • Publisher: Wiley

Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, etc.)

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Summary

Covering hybrid metaheuristics, parallel and distributed metaheuristics, and single-solution metaheursistics, Metaheuristics on Graphics Processing Units deftly explains how to design effective metaheuristics on GPUs for optimization and machine learning problems. Real-world examples and case studies, along with problems and solutions, demonstrate how metaheuristics are applied to such fields as telecommunication, logistics, and transportation. The veteran authors provide a complete background of metaheuristics and GPU that enables undergraduate and postgraduate students as well as engineers to design and deploy powerful algorithms to solve complex optimization problems in a diverse range of applications.

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