EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII

EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII
Author :
Publisher : Springer
Total Pages : 210
Release :
ISBN-10 : 9783319493251
ISBN-13 : 3319493256
Rating : 4/5 (256 Downloads)

Book Synopsis EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII by : Michael Emmerich

Download or read book EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII written by Michael Emmerich and published by Springer. This book was released on 2017-04-27 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems. It provides extended versions of selected papers from various fields of science such as computer science, mathematics and engineering that were presented at EVOLVE 2013 held in July 2013 at Leiden University in the Netherlands. The internationally peer-reviewed papers include original work on important topics in both theory and applications, such as the role of diversity in optimization, statistical approaches to combinatorial optimization, computational game theory, and cell mapping techniques for numerical landscape exploration. Applications focus on aspects including robustness, handling multiple objectives, and complex search spaces in engineering design and computational biology.


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The aim of this book is to provide a strong theoretical support for understanding and analyzing the behavior of evolutionary algorithms, as well as for creating