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Advances in Swarm Intelligence [electronic resource] : 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part I / edited by Ying Tan, Yuhui Shi, Hongwei Mo.

Contributor(s): Tan, Ying [editor.] | Shi, Yuhui [editor.] | Mo, Hongwei [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 7928Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013Description: XXII, 576 p. 197 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642387036.Subject(s): Computer science | Algorithms | Numerical analysis | Computer science -- Mathematics | Data mining | Artificial intelligence | Computer Science | Algorithm Analysis and Problem Complexity | Numeric Computing | Discrete Mathematics in Computer Science | Data Mining and Knowledge Discovery | Artificial Intelligence (incl. Robotics)Additional physical formats: Printed edition:: No titleDDC classification: 005.1 Online resources: Click here to access online
Contents:
Analysis of Swarm Intelligence Based Algorithms -- Particle Swarm Optimization -- Applications of PSO Algorithms -- Ant Colony Optimization Algorithms.- Biogeography-Based Optimization Algorithms -- Novel Swarm-Based Search Methods -- Bee Colony Algorithms -- Differential Evolution -- Parameter Optimization -- Neural Networks -- Fuzzy Methods -- Evolutionary Programming and Evolutionary Games.
In: Springer eBooksSummary: 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.
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Analysis of Swarm Intelligence Based Algorithms -- Particle Swarm Optimization -- Applications of PSO Algorithms -- Ant Colony Optimization Algorithms.- Biogeography-Based Optimization Algorithms -- Novel Swarm-Based Search Methods -- Bee Colony Algorithms -- Differential Evolution -- Parameter Optimization -- Neural Networks -- Fuzzy Methods -- Evolutionary Programming and Evolutionary Games.

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.

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