EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation (2013) (Studies in Computational Intelligence #447)

By: Emilia Tantar and Oliver Schütze and Alexandru-Adrian Tantar and Pascal Bouvry and Pierre Del Moral and Pierrick Legrand and Carlos A. Coello Coello

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Synopsis: 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 a bridge between probability, set-oriented numerics and evolutionary computation. The volume encloses a collection of contributions that were presented at the EVOLVE 2011 international workshop, held in Luxembourg, May 25-27, 2011, coming from invited speakers and also from selected regular submissions. The aim of EVOLVE is to unify the perspectives offered by probability, set oriented numerics and evolutionary computation. EVOLVE focuses on challenging aspects that arise at the passage from theory to new paradigms and practice, elaborating on the foundations of evolutionary algorithms and theory-inspired methods merged with cutting-edge techniques that ensure performance guarantee factors. EVOLVE is also intended to foster a growing interest for robust and efficient methods with a sound theoretical background.The chapters enclose challenging theoretical findings, concrete optimization problems as well as new perspectives. By gathering contributions from researchers with different backgrounds, the book is expected to set the basis for a unified view and vocabulary where theoretical advancements may echo in different domains.

Book Quality:: Publisher Quality
ISBN-13:: 9783642327261
Related ISBNs:: 9783642327254
Publisher:: Springer Berlin Heidelberg
Date of Addition:: 07/10/22
Copyrighted By:: N/A
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Emilia Tantar
Edited by:: Alexandru-Adrian Tantar
Edited by:: Pascal Bouvry
Edited by:: Pierre Del Moral
Edited by:: Pierrick Legrand
Edited by:: Carlos A. Coello Coello
Edited by:: Oliver Schütze