Advances in Swarm Intelligence
Subtitle: 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part I
By: edited by Ying Tan, Yuhui Shi, Hongwei Mo
Contributors: Shi, Yuhui; Mo, Hongwei; SpringerLink (Online service)
Series: Lecture Notes in Computer Science -- 7928
Publisher: Springer Berlin Heidelberg; Imprint: Springer
Published: 2013
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 576
ISBN-13: 9783642387036
Subjects: Computational complexity; Discrete Mathematics in Computer Science; Data Mining and Knowledge Discovery; Electronic data processing; Algorithm Analysis and Problem Complexity; Artificial Intelligence (incl. Robotics); Data mining; Numeric Computing; Computer software; Artificial intelligence; Computer science
Description: This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.
Table of contents: title: Analysis of Swarm Intelligence Based Algorithms; title: Particle Swarm Optimization; title: Applications of PSO Algorithms; title: Ant Colony Optimization Algorithms.- Biogeography-Based Optimization Algorithms; title: Novel Swarm-Based Search Methods; title: Bee Colony Algorithms; title: Differential Evolution; title: Parameter Optimization; title: Neural Networks; title: Fuzzy Methods; title: Evolutionary Programming and Evolutionary Games.