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. Ed(S): Alba, Enrique; Nakib, Amir; Siarry, Patrick - Metaheuristics for Dynamic Optimization - 9783642443701 - V9783642443701
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Metaheuristics for Dynamic Optimization

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Description for Metaheuristics for Dynamic Optimization Paperback. This book summarizes trending topics and new research lines in solving dynamic problems using metaheuristics. Shows use of genetic algorithms, particle swarm, ant colonies, immune systems, variable neighborhood search, and many other bioinspired techniques. Editor(s): Alba, Enrique; Nakib, Amir; Siarry, Patrick. Series: Studies in Computational Intelligence. Num Pages: 432 pages, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 22. Weight in Grams: 658.

This book is an updated effort in summarizing the trending topics and new hot research lines in solving dynamic problems using metaheuristics. An analysis of the present state in solving complex problems quickly draws a clear picture: problems that change in time, having noise and uncertainties in their definition are becoming
very important. The tools to face these problems are still to be built, since existing techniques are either slow or inefficient in tracking the many global optima that those problems are presenting to the solver technique.

Thus, this book is devoted to include several of the most important advances in ... Read more

Both, theory and practice have been addressed in the chapters of the book. Mathematical background and methodological tools in solving this new class of problems and applications are included. From the applications point of view, not just academic benchmarks are dealt with, but also real world applications in logistics and bioinformatics
are discussed here. The book then covers theory and practice, as well as discrete versus continuous dynamic optimization, in the aim of creating a fresh and comprehensive volume. This book is targeted to either beginners and experienced practitioners in dynamic  optimization, since we took care of devising the chapters in a way that a wide audience could profit from its contents. We hope to offer a single source for up-to-date information in dynamic optimization, an inspiring and attractive new research domain that appeared in these last years and is here to stay.

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Product Details

Format
Paperback
Publication date
2014
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
432
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
400
Place of Publication
Berlin, Germany
ISBN
9783642443701
SKU
V9783642443701
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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