Book Volume 7928 2013

Advances in Swarm Intelligence

4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part I


ISBN: 978-3-642-38702-9 (Print) 978-3-642-38703-6 (Online)

Table of contents (66 chapters)

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  1. Front Matter

    Pages -

  2. Analysis of Swarm Intelligence Based Algorithms

    1. Chapter

      Pages 1-10

      Interactive Robotic Fish for the Analysis of Swarm Behavior

    2. Chapter

      Pages 11-23

      The Improvement on Controlling Exploration and Exploitation of Firework Algorithm

    3. Chapter

      Pages 24-31

      Diversity Analysis of Population in Shuffled Frog Leaping Algorithm

    4. Chapter

      Pages 32-39

      An Artificial Chemistry System for Simulating Cell Chemistry: The First Step

  3. Particle Swarm Optimization

    1. Chapter

      Pages 40-54

      Maturity of the Particle Swarm as a Metric for Measuring the Collective Intelligence of the Swarm

    2. Chapter

      Pages 55-63

      Particle Swarm Optimization in Regression Analysis: A Case Study

    3. Chapter

      Pages 64-71

      Mechanical PSO Aided by Extremum Seeking for Swarm Robots Cooperative Search

    4. Chapter

      Pages 72-78

      Multi-swarm Particle Swarm Optimization with a Center Learning Strategy

    5. Chapter

      Pages 79-86

      Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity

    6. Chapter

      Pages 87-95

      GSO: An Improved PSO Based on Geese Flight Theory

    7. Chapter

      Pages 96-103

      Improved Algorithms Based on the Simple Particle Swarm Optimization

    8. Chapter

      Pages 104-111

      A Test of Position Determination with PSO

    9. Chapter

      Pages 112-119

      Initial Particles Position for PSO, in Bound Constrained Optimization

    10. Chapter

      Pages 120-128

      Visualizing the Impact of Probability Distributions on Particle Swarm Optimization

    11. Chapter

      Pages 129-136

      Local and Global Search Based PSO Algorithm

    12. Chapter

      Pages 137-143

      Cask Theory Based Parameter Optimization for Particle Swarm Optimization

  4. Applications of PSO Algorithms

    1. Chapter

      Pages 144-151

      A Piecewise Linearization Method of Significant Wave Height Based on Particle Swarm Optimization

    2. Chapter

      Pages 152-159

      Design Fuzzy Logic Controller by Particle Swarm Optimization for Wind Turbine

    3. Chapter

      Pages 160-167

      Parameter Identification of RVM Runoff Forecasting Model Based on Improved Particle Swarm Optimization

    4. Chapter

      Pages 168-175

      An Approach Based on Evaluation Particle Swarm Optimization Algorithm for 2D Irregular Cutting Stock Problem

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