EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V

by Alexandru-Adrian Tantar, Emilia Tantar, Jian-Qiao Sun, Wei Zhang, Qian Ding

Overview

This volume encloses research articles that were presented at the EVOLVE 2014 International Conference in Beijing, China, July 1–4, 2014. The book gathers contributions that emerged from the conference tracks, ranging from probability to set oriented numerics and evolutionary computation; all complemented by the bridging purpose of the conference, e.g. Complex Networks and Landscape Analysis, or by the more application oriented perspective. The novelty of the volume, when considering the EVOLVE series, comes from targeting also the practitioner’s view. This is supported by the Machine Learning Applied to Networks and Practical Aspects of Evolutionary Algorithms tracks, providing surveys on new application areas, as in the networking area and useful insights in the development of evolutionary techniques, from a practitioner’s perspective. Complementary to these directions, the conference tracks supporting the volume, follow on the individual advancements of the subareas constituting the scope of the conference, through the Computational Game Theory, Local Search and Optimization, Genetic Programming, Evolutionary Multi-objective optimization tracks.

Product Details

ISBN-13:	9783319074931
Publisher:	Springer International Publishing
Publication date:	06/05/2014
Series:	Advances in Intelligent Systems and Computing , #288
Edition description:	2014
Pages:	336
Product dimensions:	6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

Set Oriented Numerics.- Computational Game Theory.- Machine Learning Applied to Networks.- Complex Networks and Landscape Analysis.- Local Search and Optimization.- Genetic Programming.- Evolutionary Multiobjective Optimization.- Practical Aspects of Evolutionary Algorithms.