Advances in Evolutionary Algorithms (Witold Kosinski)

 
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Advances in Evolutionary Algorithms (Witold Kosinski)

In a variety of disciplines, genetic and evolutionary algorithms (GEAs) have frequently solved optimization issues with enviable success.

This book's objective is to present efficient optimization techniques for using evolutionary mechanisms to swiftly, precisely, and consistently solve a wide range of problems. Five important concerns have been looked into in this regard:

  • 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 the decomposition principle.

This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

Ebook Details

Publisher
Published
Published Date / Year
(January 2008)
License(s)
Attribution 3.0 Unported (CC BY 3.0)
Hardcover
480 pages
eBook Format
PDF (486 pages) and PDF Files
ISBN-10
9537619117
ISBN-13
978-9537619114

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