Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series) - Hardcover

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

Hardcover

ISBN 10: 3540209506 ISBN 13: 9783540209508

Publisher: Springer, 2005

Synopsis

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. A companion CD includes DE-based optimization software in several programming languages.
There is no CD included with the book, but the content can be downloaded from the link: http://extras.springer.com/Search

About this title

Review

From the reviews:

"This book is about an evolutionary method, called differential evolution (DE) ... . the authors claim that ‘this book is designed to be easy to understand and simple to use’. Indeed, they have achieved their goal. The book is enjoyable to read, fully illustrated with figures and C-like pseudocodes ... . this book is foremost addressed to engineers ... . Moreover, those interested in evolutionary algorithms will certainly find this book to be both interesting and useful." (Panos M. Pardalos, Mathematical Reviews, Issue 2006 g)

Edition details

• Publisher: Springer
• Publication date: 2005
• Language: English
• ISBN 10: 3540209506
• ISBN 13: 9783540209508
• Binding: Hardcover
• Number of pages: 558