Open access peer-reviewed Edited volume

Particle Swarm Optimization

Edited by Alex Lazinica

Vienna University of Technology, Austria

Particle swarm optimization (PSO) is a population based stochastic optimization technique influenced by the social behavior of bird flocking or fish schooling.PSO shares many similarities with evolutionary computation techniques such as Genetic Algorithms (GA). The system is initialized with a population of random solutions and searches for optima by updating generations. However, unlike GA, PSO has no evolution operators such as crossover and mutation. In PSO, the potential solutions, called particles, fly through the problem space by following the current optimum particles. This book represents the contributions of the top researchers in this field and will serve as a valuable tool for professionals in this interdisciplinary field.

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Particle Swarm OptimizationEdited by Alex Lazinica

Published: January 1st 2009

DOI: 10.5772/56679

ISBN: 978-953-7619-48-0

Copyright year: 2009

Books open for chapter submissions

78187 Total Chapter Downloads

23 Crossref Citations

51 Web of Science Citations

98 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Novel Binary Particle Swarm Optimization

By Mojtaba Ahmadieh Khanesar, Hassan Tavakoli, Mohammad Teshnehlab and Mahdi Aliyari Shoorehdeli

8283

Open access peer-reviewed

2. Swarm Intelligence Applications in Electric Machines

By Amr M. Amin and Omar T. Hegazy

3075

Open access peer-reviewed

3. Particle Swarm Optimization for HW/SW Partitioning

By M. B. Abdelhalim and S. E. –D. Habib

2879

Open access peer-reviewed

4. Particle Swarms in Statistical Physics

By Andrei Bautu and Elena Bautu

2096

Open access peer-reviewed

5. Individual Parameter Selection Strategy for Particle Swarm Optimization

By Xingjuan Cai, Zhihua Cui, Jianchao Zeng and Ying Tan

3523

Open access peer-reviewed

6. Personal Best Oriented Particle Swarm Optimizer

By Chang-Huang Chen, Jonq-Chin Hwang and Sheng-Nian Yeh

2149

Open access peer-reviewed

7. Particle Swarm Optimization for Power Dispatch with Pumped Hydro

By Po-Hung Chen

2436

Open access peer-reviewed

8. Searching for the Best Points of Interpolation Using Swarm Intelligence Techniques

By Djerou L., Khelil N., Zerarka A. and Batouche M.

2557

Open access peer-reviewed

9. Particle Swarm Optimization and Other Metaheuristic Methods in Hybrid Flow Shop Scheduling Problem

By M. Fikret Ercan

2961

Open access peer-reviewed

10. A Particle Swarm Optimization Technique used for the Improvement of Analogue Circuit Performances

By Mourad Fakhfakh, Yann Cooren, Mourad Loulou and Patrick Siarry

2473

Open access peer-reviewed

11. Particle Swarm Optimization Applied for Locating an Intruder by an Ultra-Wideband Radar Network

By Rodrigo M. S. de Oliveira, Carlos L. S. S. Sobrinho, Josivaldo S. Araujo and Rubem G. Farias

2017

Open access peer-reviewed

12. Application of Particle Swarm Optimization in Accurate Segmentation of Brain MR Images

By Nosratallah Forghani, Mohamad Forouzanfar, Armin Eftekhari, Shahab Mohammad-Moradi and Mohammad Teshnehlab

2401

Open access peer-reviewed

13. Swarm Intelligence in Portfolio Selection

By Shahab Mohammad-Moradi, Hamid Khaloozadeh, Mohamad Forouzanfar, Ramezan Paravi Torghabeh and Nosratallah Forghani

2169

Open access peer-reviewed

14. Enhanced Particle Swarm Optimization for Design and Optimization of Frequency Selective Surfaces and Artificial Magnetic Conductors

By Simone Genovesi, Agostino Monorchio and Raj Mittra

1666

Open access peer-reviewed

15. Search Performance Improvement for PSO in High Dimensional Space

By Toshiharu Hatanaka, Takeshi Korenaga, Nobuhiko Kondo and Katsuji Uosaki

2553

Open access peer-reviewed

16. Finding Base-Station Locations in Two-Tiered Wireless Sensor Networks by Particle Swarm Optimization

By Tzung-Pei Hong, Guo-Neng Shiu and Yeong-Chyi Lee

1943

Open access peer-reviewed

17. Particle Swarm Optimization Algorithm for Transportation Problems

By Han Huang and Zhifeng Hao

2499

Open access peer-reviewed

18. A Particle Swarm Optimisation Approach to Graph Permutations

By Omar Ilaya and Cees Bil

2282

Open access peer-reviewed

19. Particle Swarm Optimization Applied to Parameters Learning of Probabilistic Neural Networks for Classification of Economic Activities

By Patrick Marques Ciarelli, Renato A. Krohling and Elias Oliveira

2237

Open access peer-reviewed

20. Path Planning for Formations of Mobile Robots using PSO Technique

By Martin Macas, Martin Saska, Lenka Lhotska, Libor Preucil and Klaus Schilling

2040

Open access peer-reviewed

21. Simultaneous Perturbation Particle Swarm Optimization and Its FPGA Implementation

By Yutaka Maeda and Naoto Matsushita

2217

Open access peer-reviewed

22. Particle Swarm Optimization with External Archives for Interactive Fuzzy Multiobjective Nonlinear Programming

By Takeshi Matsui, Masatoshi Sakawa, Kosuke Kato and Koichi Tamada

2177

Open access peer-reviewed

23. Using Opposition-based Learning with Particle Swarm Optimization and Barebones Differential Evolution

By Mahamed G.H. Omran

2339

Open access peer-reviewed

24. Particle Swarm Optimization: Dynamical Analysis through Fractional Calculus

By E. J. Solteiro Pires, J. A. Tenreiro Machado and P. B. de Moura Oliveira

2231

Open access peer-reviewed

25. Discrete Particle Swarm Optimization Algorithm for Flowshop Scheduling

By S.G. Ponnambalam, N. Jawahar and S. Chandrasekaran

4724

Open access peer-reviewed

26. A Radial Basis Function Neural Network with Adaptive Structure via Particle Swarm Optimization

By Tsung-Ying Sun, Chan-Cheng Liu, Chun-Ling Lin, Sheng-Ta Hsieh and Cheng-Sen Huang

4434

Open access peer-reviewed

27. A Novel Binary Coding Particle Swarm Optimization for Feeder Reconfiguration

By Men-Shen Tsai and Wu-Chang Wu

2234

Open access peer-reviewed

28. Application of Particle Swarm Optimization Algorithm in Smart Antenna Array Systems

By May M.M. Wagih and Hassan M. Elkamchouchi

3592

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

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