| Description |
1 online resource (xiv, 336 pages) : illustrations (some color) |
| Series |
Advances in Intelligent Systems and Computing, 2194-5357 ; volume 288 |
|
Advances in intelligent systems and computing ; v. 288. 2194-5357
|
| 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 |
| Summary |
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 |
| Notes |
Includes author index |
| Bibliography |
Includes bibliographical references at the end of each chapters and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed June 16, 2014) |
| Subject |
Evolutionary computation -- Congresses
|
|
Combinatorial optimization -- Congresses
|
|
COMPUTERS -- Intelligence (AI) & Semantics.
|
|
Combinatorial optimization
|
|
Evolutionary computation
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
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Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Tantar, Alexandru-Adrian, editor
|
| ISBN |
9783319074948 |
|
3319074946 |
|
3319074938 |
|
9783319074931 |
|
