EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II
Published on 14. August 2012
Book
Paperback/Softback
XXIV, 508 pages
978-3-642-31518-3 (ISBN)
Description
This book comprises a selection of papers from the EVOLVE 2012 held in Mexico City, Mexico. The aim of the EVOLVE is to build a bridge between probability, set oriented numerics and evolutionary computing, as to identify new common and challenging research aspects.
The conference is also intended to foster a growing interest for robust and efficient methods with a sound theoretical background. EVOLVE is intended to unify theory-inspired methods and cutting-edge techniques ensuring performance guarantee factors. By gathering researchers with different backgrounds, a unified view and vocabulary can emerge where the theoretical advancements
may echo in different domains. Summarizing, the EVOLVE focuses on challenging aspects arising at the passage from theory to new paradigms and aims to provide a unified view while raising questions related to reliability, performance guarantees and modeling. The papers of the EVOLVE 2012 make a contribution to this goal.
The conference is also intended to foster a growing interest for robust and efficient methods with a sound theoretical background. EVOLVE is intended to unify theory-inspired methods and cutting-edge techniques ensuring performance guarantee factors. By gathering researchers with different backgrounds, a unified view and vocabulary can emerge where the theoretical advancements
may echo in different domains. Summarizing, the EVOLVE focuses on challenging aspects arising at the passage from theory to new paradigms and aims to provide a unified view while raising questions related to reliability, performance guarantees and modeling. The papers of the EVOLVE 2012 make a contribution to this goal.
More details
Series
Edition
2013 ed.
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
152 s/w Abbildungen
XXIV, 508 p. 152 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 29 mm
Weight
797 gr
ISBN-13
978-3-642-31518-3 (9783642315183)
DOI
10.1007/978-3-642-31519-0
Schweitzer Classification
Other editions
Additional editions
Oliver Schütze | Carlos A. Coello Coello | Alexandru-Adrian Tantar
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II
E-Book
08/2012
1st Edition
Springer
€213.99
Available for download
Content
Part I Cell Mapping and Quasi-stationary Distributions.- Part II Genetic Programming.- Part III EvolutionaryMulti-objective Optimization.- Part IV Combinatorial Optimization.- Part V ProbabilisticModeling and Optimization for Emerging Networks.- Part VI Hybrid Probabilistic Models for Real Parameter Optimization and their Applications.- Part VII Evolutionary Computation for Vision, Graphics, and Robotics.- Part VIII Real-world Application of Bio-inspired Metaheuristics.