Parameter Selection in Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Performance of two Improved Particle Swarm Optimization In Dynamic Optimization Environments
ISDA '06 Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications - Volume 02
Solving Constrained Optimization via Dual Particle Swarm Optimization with Stochastic Ranking
CSSE '08 Proceedings of the 2008 International Conference on Computer Science and Software Engineering - Volume 01
A Modified Quantum-Behaved Particle Swarm Optimization for Constrained Optimization
IITAW '08 Proceedings of the 2008 International Symposium on Intelligent Information Technology Application Workshops
A Novel PSO-Inspired Probability-based Binary Optimization Algorithm
ISISE '08 Proceedings of the 2008 International Symposium on Information Science and Engieering - Volume 02
A Modified Particle Swarm Optimization Algorithm
ETTANDGRS '08 Proceedings of the 2008 International Workshop on Education Technology and Training & 2008 International Workshop on Geoscience and Remote Sensing - Volume 02
Particle Swarm Optimization with Group Decision Making
HIS '09 Proceedings of the 2009 Ninth International Conference on Hybrid Intelligent Systems - Volume 01
On simultaneous perturbation particle swarm optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
The Analysis and Improvement of Binary Particle Swarm Optimization
CIS '09 Proceedings of the 2009 International Conference on Computational Intelligence and Security - Volume 01
A Particle Swarm Optimization Based on Chaotic Neighborhood Search to Avoid Premature Convergence
WGEC '09 Proceedings of the 2009 Third International Conference on Genetic and Evolutionary Computing
A Modified Two Sub-swarms Exchange Particle Swarm Optimization
ICICTA '10 Proceedings of the 2010 International Conference on Intelligent Computation Technology and Automation - Volume 01
A Novel Two Sub-swarms Exchange Particle Swarm Optimization Based on Multi-phases
GRC '10 Proceedings of the 2010 IEEE International Conference on Granular Computing
A Bi-swarm Particle Swarm Optimization with Cooperative Co-evolution
CASON '10 Proceedings of the 2010 International Conference on Computational Aspects of Social Networks
Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
IEEE Transactions on Evolutionary Computation
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Particle swarm optimization is a stochastic optimization, evolutionary and simulating algorithm derived from human behaviour and animal behaviour as well. Special property of particle swarm optimization is that it can be operated in continuous real number space directly, does not use gradient of an objective function similar to other algorithms. Particle swarm optimization has few parameters to adjust, is easy to implement and has special characteristic of memory. Paper presents extensive review of literature available on concept, development and modification of Particle swarm optimization. This paper is structured as first concept and development of PSO is discussed then modification with inertia weight and constriction factor is discussed. Issues related to parameter tuning, dynamic environments, stagnation, and hybridization are also discussed, including a brief review of selected works on particle swarm optimization, followed by application of PSO in Solar Photovoltaics.