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Differential evolution a practical approach to global optimization PDF

543 Pages·2005·10.045 MB·English
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by Kenneth Price, Rainer M. Storn, Jouni A. Lampinen| 2005| 543 pages| 10.045| English

About Differential evolution a practical approach to global optimization

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 algorithm (DE) is a practical approach to global numerical optimization that 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 optimzation. A companion CD includes DE-based optimization software in several programming languages.

Detailed Information

Author:Kenneth Price, Rainer M. Storn, Jouni A. Lampinen
Publication Year:2005
ISBN:3540209506
Pages:543
Language:English
File Size:10.045
Format:PDF
Price:FREE
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