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Advances in Swarm Intelligence, Part I

Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part I

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. Ying Tan

    1. Key Laboratory of Machine Perception, Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University, Beijing, China

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  2. Yuhui Shi

    1. Department of Electrical and Electronic Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, China

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  3. Yi Chai

    1. Automation College, Chongqing University, Chongqing, China

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  4. Guoyin Wang

    1. Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, P.R. China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6728)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

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Conference proceedings info: ICSI 2011.

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Table of contents (73 papers)

  1. Front Matter

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  2. Theoretical Analysis of Swarm Intelligence Algorithms

    1. Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling

      • Juan Luis Fernández-Martínez, Esperanza García-Gonzalo, Saras Saraswathi, Robert Jernigan, Andrzej Kloczkowski
      Pages 1-8

    2. Building Computational Models of Swarms from Simulated Positional Data

      • Graciano Dieck Kattas, Michael Small
      Pages 9-18

    3. Robustness and Stagnation of a Swarm in a Cooperative Object Recognition Task

      • David King, Philip Breedon
      Pages 19-27

    4. Enforced Mutation to Enhancing the Capability of Particle Swarm Optimization Algorithms

      • PenChen Chou, JenLian Chen
      Pages 28-37

    5. Normalized Population Diversity in Particle Swarm Optimization

      • Shi Cheng, Yuhui Shi
      Pages 38-45

    6. Particle Swarm Optimization with Disagreements

      • Andrei Lihu, Ştefan Holban
      Pages 46-55

    7. PSOslope: A Stand-Alone Windows Application for Graphical Analysis of Slope Stability

      • Walter Chen, Powen Chen
      Pages 56-63

    8. A Review of the Application of Swarm Intelligence Algorithms to 2D Cutting and Packing Problem

      • Yanxin Xu, Gen Ke Yang, Jie Bai, Changchun Pan
      Pages 64-70

  3. Particle Swarm Optimization

    1. Inertia Weight Adaption in Particle Swarm Optimization Algorithm

      • Zheng Zhou, Yuhui Shi
      Pages 71-79

    2. Nonlinear Inertia Weight Variation for Dynamic Adaptation in Particle Swarm Optimization

      • Wudai Liao, Junyan Wang, Jiangfeng Wang
      Pages 80-85

    3. An Adaptive Tribe-Particle Swarm Optimization

      • Yong Duan Song, Lu Zhang, Peng Han
      Pages 86-92

    4. A Novel Hybrid Binary PSO Algorithm

      • Muhammd Ilyas Menhas, MinRui Fei, Ling Wang, Xiping Fu
      Pages 93-100

    5. PSO Algorithm with Chaos and Gene Density Mutation for Solving Nonlinear Zero-One Integer Programming Problems

      • Yuelin Gao, Fanfan Lei, Huirong Li, Jimin Li
      Pages 101-110

    6. A New Binary PSO with Velocity Control

      • Laura Lanzarini, Javier López, Juan Andrés Maulini, Armando De Giusti
      Pages 111-119

    7. Adaptive Particle Swarm Optimization Algorithm for Dynamic Environments

      • Iman Rezazadeh, Mohammad Reza Meybodi, Ahmad Naebi
      Pages 120-129

    8. An Improved Particle Swarm Optimization with an Adaptive Updating Mechanism

      • Jie Qi, Yongsheng Ding
      Pages 130-137

    9. Mortal Particles: Particle Swarm Optimization with Life Span

      • Yong-wei Zhang, Lei Wang, Qi-di Wu
      Pages 138-146

  4. Applications of PSO Algorithms

    1. PSO Based Pseudo Dynamic Method for Automated Test Case Generation Using Interpreter

      • Surender Singh Dahiya, Jitender Kumar Chhabra, Shakti Kumar
      Pages 147-156

    2. Reactive Power Optimization Based on Particle Swarm Optimization Algorithm in 10kV Distribution Network

      • Chao Wang, Gang Yao, Xin Wang, Yihui Zheng, Lidan Zhou, Qingshan Xu et al.
      Pages 157-164
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Other volumes

  1. Advances in Swarm Intelligence

  2. Advances in Swarm Intelligence

Keywords

About this book

The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications.

Editors and Affiliations

  • Key Laboratory of Machine Perception, Department of Machine Intelligence, School of Electronics Engineering and Computer Science, Peking University, Beijing, China

    Ying Tan

  • Department of Electrical and Electronic Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, China

    Yuhui Shi

  • Automation College, Chongqing University, Chongqing, China

    Yi Chai

  • Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, P.R. China

    Guoyin Wang

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