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Advances in Evolutionary Algorithms
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  • Title Advances in Evolutionary Algorithms
  • Author(s) Witold Kosinski
  • Publisher: IN-TECH (January 2008)
  • Hardcover 284 pages
  • eBook Online, HTML
  • Language: English
  • ISBN-10: N/A
  • ISBN-13: 978-953-7619-11-4
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Book Description

Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated:

  • Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines.
  • Demonstrating the practical use of the suggested road map.
  • Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications.
  • Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain.
  • Opening an important track for multiobjective GEA research that relies on decomposition principle.
This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

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