Advances in Swarm Intelligence

1. Front Matter

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2. Swarm Intelligence Based Algorithms

   1. The Biological Interaction Stability Problem

      • Zvi Retchkiman Konigsberg

      Pages 1-10

   2. Population-Based Incremental with Adaptive Learning Rate Strategy

      • Komla A. Folly

      Pages 11-20

   3. A SI-Based Algorithm for Structural Damage Detection

      • Ling Yu, Peng Xu, Xi Chen

      Pages 21-28

   4. A Quantum-inspired Bacterial Swarming Optimization Algorithm for Discrete Optimization Problems

      • Jinlong Cao, Hongyuan Gao

      Pages 29-36

   5. Swarm Intelligence in Cloud Environment

      • Anirban Kundu, Chunlin Ji

      Pages 37-44

   6. Swarm Intelligence Supported e-Remanufacturing

      • Bo Xing, Wen-Jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala

      Pages 45-52

3. Particle Swarm Optimization

   1. Grey-Based Particle Swarm Optimization Algorithm

      • Ming-Feng Yeh, Cheng Wen, Min-Shyang Leu

      Pages 53-62

   2. Quantum-Behaved Particle Swarm Optimization Algorithm Based on Border Mutation and Chaos for Vehicle Routing Problem

      • Ya Li, Dan Li, Dong Wang

      Pages 63-73

   3. An Improved MOPSO with a Crowding Distance Based External Archive Maintenance Strategy

      • Wei-xing Li, Qian Zhou, Yu Zhu, Feng Pan

      Pages 74-82

   4. Exponential Inertia Weight for Particle Swarm Optimization

      • T. O. Ting, Yuhui Shi, Shi Cheng, Sanghyuk Lee

      Pages 83-90

   5. A Coevolutionary Memetic Particle Swarm Optimizer

      • Jiarui Zhou, Zhen Ji, Zexuan Zhu, Siping Chen

      Pages 91-100

   6. Handling Multi-optimization with Gender-Hierarchy Based Particle Swarm Optimizer

      • Wei Wei, Weihui Zhang, Yuan Jiang, Hao Li

      Pages 101-108

   7. The Comparative Study of Different Number of Particles in Clustering Based on Two-Layer Particle Swarm Optimization

      • Guoliang Huang, Xinling Shi, Zhenzhou An

      Pages 109-115

   8. Improved Particle Swarm Optimization with Wavelet-Based Mutation Operation

      • Yubo Tian, Donghui Gao, Xiaolong Li

      Pages 116-124

   9. Elastic Boundary for Particle Swarm Optimization

      • Yuhong Chi, Fuchun Sun, Langfan Jiang, Chunming Yu, Ping Zhang

      Pages 125-132

4. Applications of PSO Algorithms

   1. Optimization Locations of Wind Turbines with the Particle Swarm Optimization

      • Ming-Tang Tsai, Szu-Wzi Wu

      Pages 133-141

   2. A PSO-Based Algorithm for Load Balancing in Virtual Machines of Cloud Computing Environment

      • Zhanghui Liu, Xiaoli Wang

      Pages 142-147

   3. Training ANFIS Parameters with a Quantum-behaved Particle Swarm Optimization Algorithm

      • Xiufang Lin, Jun Sun, Vasile Palade, Wei Fang, Xiaojun Wu, Wenbo Xu

      Pages 148-155

   4. Research on Improved Model of Loans Portfolio Optimization Based on Adaptive Particle Swarm Optimization Algorithm

      • Ying Sun, Yue-lin Gao

      Pages 156-163

This book and its companion volume, LNCS vols. 7331 and 7332, constitute the proceedings of the Third International Conference on Swarm Intelligence, ICSI 2012, held in Shenzhen, China in June 2012. The 145 revised full papers presented were carefully reviewed and selected from 247 submissions. The papers are organized in 27 cohesive sections covering all major topics of swarm intelligence research and developments.

• data mining
• machine learning
• multi-agent systems
• optimization algorithms
• parallel implementation
• algorithm analysis and problem complexity

• Key Laboratory of Machine Perception (MOE), Peking University, 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

• Shenzhen City Key Laboratory of Embedded System Design, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China

  Zhen Ji

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