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Differential Evolution

A Practical Approach to Global Optimization

Language EnglishEnglish
Book Paperback
Book Differential Evolution Jouni a Lampinen
Libristo code: 09162718
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, November 2014
Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they inv... Full description
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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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About the book

Full name Differential Evolution
Author Jouni a Lampinen
Language English
Binding Book - Paperback
Date of issue 2014
Number of pages 539
EAN 9783642424168
ISBN 9783642424168
Libristo code 09162718
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 848
Dimensions 155 x 235 x 30

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Computing & Information Technology > Computer science > Human–computer interaction > User interface design & usability
Mathematics & Science > Mathematics > Optimization
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer programming / software engineering > Software Engineering
Computing & Information Technology > Computer science > Mathematical theory of computation
Computing & Information Technology > Computer science > Artificial intelligence
Computing & Information Technology > Operating systems
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