PSO related websites
PSO books and reviews (pdf)
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Particle Swarm Optimization and Intelligence - K. Parsopoulos,
et al, (2010) [ext]
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Particle Swarm Optimization, edited by A. Lazinica
(2009)
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Handbook of Swarm Intelligence, B.K. Panigrahi,
et al (Eds.)
(2011) [ext]
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Swarm Intelligence Algorithm and Applications, AISB 2008 Proceedings
[ext]
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Particle Swarm Optimization - M.Clerc (2006) [ext]
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Handbook of Nature-Inspired and Innovative Computing:
ed. by A. Zomaya (2011) [ext]
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Evolutionary Algorithms
edited by E. Kita (2011)
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Convergence Analysis for Particle Swarm Optimization - B. Schmitt
(2015) [ext]
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PSO: A Physics-Based Approach -
S.Mikki et al (2008)
- Analysis of the Publications on the
Applications of PSO -
Riccardo Poli (2008)
- Particle swarm optimization: An overview
- R.Poli, et al (2007)
- An Analysis of Publications on
PSO Applications - R. Poli (2007)
- PSO: Technique,
System and Challenges - D. Rini, et al (2011)
- A review of particle swarm
optimization. Part I and Part 2 -
A. Banks (2007)
- A Comparison of PSO and the Genetic
Algorithm - R. Hassan (2004)
- Optimization in dynamic environments: problems, methods and measures, C. Cruz, et al (2011)
PhD theses on PSO (pdf)
- PSO in Stationary and Dynamic
Environments, C. Li (2010)
- Niching in Particle Swarm
Optimization, A. Passaro (2007)
- Particle Swarms for
Constrained Optimization, S. Helwig (2010)
- An Analysis of Particle Swarm
Optimizers, F. Bergh (2006)
- PSO Methods for Pattern Recognition
and Image Processing, M. Omran (2004)
- Novel PSO with
Hybrid, Dynamic & Adaptive Neighbourhood Structures, L. Jing
(2008)
- Multi-objective PSO: Algorithms and
Applications, L. Dasheng (2008)
- Tuning & Simplifying Heuristical
Optimization, M. Pedersen (2008)
- The problem of Tuning Metaheuristics,
M. Birattari (2005)
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Selected PSO articles (pdf)
- Particle Swarm Optimization, James
Kennedy and Russell Eberhart (1995) - the beginning
- Metaheuristic optimization frameworks: a
survey and benchmarking J. Parejo, et al (2011)
- Mathematical Modelling and Applications of
PSO, S. Talukder (2011)
- Particle Swarm Model Selection, H.
Escalante, et al (2009)
- Geometric
Particle Swarm Optimization, A. Moraglio, et al (2007)
- Convergence Analysis of PSO
and ... on Velocity Differential Evolution, H. Ye, et al (2013)
- Convergence Time Analysis of PSO Based on
Particle Interaction, C. Chen, et al (2011)
- Particle Swarm Optimizer for Finding Robust
Optima, J. Vis (2009)
- Individual Parameter Selection Strategy for
PSO, X. Cai, et al (2009)
- Empirical Study of the Inertia
Weight PSO with Constraint Factor, Y.
Chun-man, et al (2012)
- Chaotic
Dynamic Characteristics in Swarm Intelligence, H. Liu, et al (2007)
- An Adaptive Learning PSO
for Function Optimization, C. Li, et al (2009)
- Multi-Objective PSO Approaches,
K. Parsopoulos, et al (2008)
- A Hybrid PSO Algorithm Based on Space
Transformation Search and a Modified Velocity Model, S.Yu, et al (2012)
- A
multi-swarm PSO using charged particles in a partitioned search space
for continuous optimization, A. Dor, et al (2012)
- Restarting Multi-type PSO Using an Adaptive Selection of Particle Type, K. Tatsumi,
et al
(2009)
- Regrouping PSO: A New Global
Optimization Algorithm with Improved Performance Consistency Across
Benchmarks G. Evers, et al (2009)
- PSO Containing Characteristic Swarms, M. Sugimoto, et al (2009)
- Clubs-based PSO, W. Elshamy, et
al (2007)
- PSO for Linear Support Vector Machines Based Classifier
Selection, G. Garsva, et al (2012)
- Research on Support Vector Machine Algorithm
with PSO, Y. Zhai, et al (2008)
- Semantic Web Service
Selection Using PSO, S.Yaamini, et al (2013)
- PCA-enhanced stochastic
optimization methods, A. Kuznetsova, et al (2010)
- An Improved PSO for Data Clustering,
L. Chuang, et al (2012)
- Real-Parameter Black-Box Optimization Benchmarking:
Noiseless Functions and
Noisy Functions, S. Finck,
et al (2010)
- Single Objective Real-Parameter
Numerical Optimization, J. Liang, et al (2014)
- Some new test functions for global
optimization and performance of repulsive particle swarm method,
S. Mishra (2006)
PSO archive.zip
(350 Mb) - the papers here and much more |