Differential Evolution
A Practical Approach to Global Optimization (Natural Computing Series)
1 edition
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Publication
2005-12-22 - Springer
Language
English
Word Count
134,500 words, Guess
Page Count
538 pages
Physical Format
Hardcover
Identifiers
- Open LibraryOL9054530M
- ISBN-139783540209508
- ISBN-103540209506
- OCLC Control Number63127211
- OCLC Control Numberdifferentialevol00pric
and 3 more
- Library of Congress Control Number2005926508
- LibraryThing660483
- Goodreads2503818
Classifications
- LCCQA76.618 .P67 2005
Description
Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they involve constrained functions having many local optima and interacting, mixed-type variables. The differential evolution (DE) algorithm is a practical approach to global numerical optimization which is easy to understand, simple to implement, reliable, and fast. Packed with illustrations, computer code, new insights, and practical advice, this volume explores DE in both principle and practice. It is a valuable resource for professionals needing a proven optimizer and for students wanting an evolutionary perspective on global numerical optimization.
Subjects
Topics
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