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. Ed(S): Chiong, Raymond; Weise, Thomas; Michalewicz, Zbigniew - Variants of Evolutionary Algorithms for Real-World Applications - 9783642440588 - V9783642440588
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Variants of Evolutionary Algorithms for Real-World Applications

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Description for Variants of Evolutionary Algorithms for Real-World Applications Paperback. This book offers a comprehensive discussion of the ways that Evolutionary Algorithms can be adapted to real-world problems such as production process planning, inventory system and supply chain network optimisation, soil properties analysis and more. Editor(s): Chiong, Raymond; Weise, Thomas; Michalewicz, Zbigniew. Num Pages: 466 pages, biography. BIC Classification: UMB; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 25. Weight in Grams: 730.

Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book “Variants of Evolutionary Algorithms for Real-World Applications” aims to promote the practitioner’s view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing ... Read more

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Product Details

Format
Paperback
Publication date
2014
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
466
Condition
New
Number of Pages
466
Place of Publication
Berlin, Germany
ISBN
9783642440588
SKU
V9783642440588
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for Variants of Evolutionary Algorithms for Real-World Applications
From the reviews: “This handbook offers a comprehensive introduction to advanced ways to adapt EAs to complex real-world problems. These applications include production lines, scheduling, supply networks, engineering optimization, ship design, and soil properties. Considering the breadth of the applications and depth of the discussions, this compendium is a welcome addition to the EA literature.” (R. Goldberg, Computing Reviews, ... Read more

Goodreads reviews for Variants of Evolutionary Algorithms for Real-World Applications


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