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.
Product Identifiers
Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642424168
eBay Product ID (ePID)
209059917
Product Key Features
Author
Kenneth Price, Rainer M. Storn, Jouni A. Lampinen
Publication Name
Differential Evolution: a Practical Approach to Global Optimization
Format
Paperback
Language
English
Subject
Computer Science, Mathematics
Publication Year
2014
Type
Textbook
Number of Pages
539 Pages
Dimensions
Item Height
235mm
Item Width
155mm
Item Weight
848g
Additional Product Features
Title_Author
Kenneth Price, Jouni A. Lampinen, Rainer M. Storn
Series Title
Natural Computing Series
Country/Region of Manufacture
Germany
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