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Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence) [Hardcover]

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Item description for Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence) by Chang Wook Ahn...

Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. 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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Item Specifications...


Pages   171
Est. Packaging Dimensions:   Length: 9.4" Width: 6.3" Height: 0.6"
Weight:   0.3 lbs.
Binding  Hardcover
Release Date   Apr 13, 2006
Publisher   Springer
ISBN  3540317589  
ISBN13  9783540317586  


Availability  58 units.
Availability accurate as of May 24, 2017 02:00.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Calendars > Arts
2Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Algorithms
3Books > Special Features > New & Used Textbooks > Computer Science & Information Systems > Artificial Intelligence
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
6Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Computers & Internet > Programming > Algorithms > General
9Books > Subjects > Computers & Internet > Programming > Algorithms > Genetic
10Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > General
11Books > Subjects > Science > Mathematics > Applied > General
12Books > Subjects > Science > Mathematics > General



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