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Differential Evolution

Differential Evolution

A Practical Approach to Global Optimization

by Kenneth Price, Rainer M. Storn, Jouni A. Lampinen

Publisher Springer Science & Business Media
Published Date 2006-03-04
Page Count 539
Categories Mathematics / Applied, Computers / Software Development & Engineering / General, Computers / Machine Theory, Computers / Programming / Algorithms, Computers / Artificial Intelligence / General, Mathematics / Optimization, Mathematics / General, Computers / Computer Science, Mathematics / Discrete Mathematics
Language EN
Average Rating N/A (based on N/A ratings)
Maturity Rating No Mature Content Detected
ISBN 3540313060
Book Cover

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.

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