Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence #18)
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Fulfillment optionsAdvances in Evolutionary Algorithms
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.
Details
- Publisher
- Springer Berlin Heidelberg
- Author
- Chang Wook Ahn
- Format
- Paperback
- Published
- Nov 30, 2010
- ISBN-13
- 9783642068607
- Pages
- 172
- Printing
- Printed on demand
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| Copies | Price per copy | You save |
|---|---|---|
| 25 – 49 | $96.79 | 12% off list |
| 50 – 99 | $95.69 | 13% off list |
| 100+ | $94.59 | 14% off list |
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Advances in Evolutionary Algorithms: Theory, Design and Practice (Studies in Computational Intelligence #18)
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