Performance based unit loading optimization using particle swarm optimization approach

International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics - Proceedings

Volumn 1, Issue , 2006, Pages 351-356

  Li, Lily D ^a   Zhou, Jiping ^b   Yu, Yinghuo ^c  

^a CENTRAL QUEENSLAND UNIVERSITY   (Australia)

^b Stanwell Power Station   (Australia)

^c RMIT UNIVERSITY   (Australia)

Author keywords

Application; Evolutionary Computing; Loading dispatching; Optimization; PSO algorithm

Indexed keywords

ALGORITHMS; APPLICATIONS; ARTIFICIAL INTELLIGENCE; INTERACTIVE COMPUTER SYSTEMS; OPTIMIZATION; REPAIR;

EFFECTIVENESS AND EFFICIENCIES; EVOLUTIONARY COMPUTING; HANDLING CONSTRAINTS; INDUSTRIAL PROBLEM; LOADING OPTIMIZATION; MODIFIED PSO ALGORITHMS; PARTICLE SWARM OPTIMIZATION APPROACHES; PSO ALGORITHMS;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84905739961     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Diesendorf, M., Australia's Polluting Power: Coal-fired electricity and its impact on global warming, in WWF Australia. 2003.
2. National Statement on Coal Power Stations Proposals, http://www.cana.net.au/nomorepollutingpower/NoCoalNationalStatement.pdf.
3. Parsopoulos, K.E. and N. Vrahatis, M. Paricle Swarm Optimization Method for Constrained Optimization Problem. in Intelligent Technologies-Theory and Application: New Trends in Intelligent Technologies, Volume 76 of Frontiers in Artificial Intelligence and Applications, pages 214-220. IOS Press. 2002.
4. Wu, B., Evolutionary strategies for function optimization, fuzzy modeling and control. 2001, phd thesis, Central Queensland University: Rockhampton.
5. Yao, X., Evolutionay Computation, A Gentle Introduction, in Evolutionary Optimization, R. Sarker, M. Mohammadian, and X. Yao, Editors. 2002, Kluwer Academic Publishers. p. 27-53.
6. Kennedy, J. and Eberhart, R., PSO optimization. Proceedins of IEEE International Conference on Neural Networks. Vol. 4. 1995, Perth, Australia: IEEE Service Centerr. 1942-1948.
7. Fan, H., A modification to particle swarm optimization algorithm. Engineering Computations, 2002. Vol. 19: p. 970-989.
8. adaptiveview.com, An Introduction to Particle Swarm Optimization, http://www.adaptiveview.com/articles/ipsop1.html.
9. Kennedy, J., Eberhart, R., and Shi, Y., Swarm Intelligence. 2001: San Francisco: Morgan Kaufmann Publisher.
10. Hu, X. and Eberhart, R. Solving Constrained Nonlinear Optimization Problems with Particle Swarm Optimization. in Proceedings of the Sixth World Multiconference on Systemics, Cybernetics and Informatics. 2002.
11. Shi, Y. and Eberhart, R. Parameter selection in particle swarm optimization. in The 7th Ann. Conf. on Evolutionary Programming. 1998. San Diego, CA.
12. Koziel, S. and Michalewicz, Z., Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization. Evolutionary Computation, 1999. Vol. 7, no. 1: p. 19-44.
13. Runarsson, T. and Yao, X., Constrained Evolutionary Optimization, in Evolutionary Optimization, R. Sarker, M. Mohammadian, and X. Yao, Editors. 2002, Kluwer Academic Publishers. p. 87-113.
14. Michalewicz, Z. and Janikow, C.C., GENOCOP: A Generic Algorithm for Numerical Optimization Problems with Linear Constraints. Communication of the ACM, 1996.
15. Yu, X. and Wu, B., An Adaptive Penalty Function Method for Constrained Optimization with Evolutionary Programming. Journal of Advanced Computational Intelligence and Intelligent Informatics, 2000. vol 4(2): p. 164-170.
16. Zavala, A.E.M., Aguirre, A.H., and Diharce, E.R.V. Constrained Optimization via Particle Evolutionary Swarm Optimization Algorithm (PESO). in Proceedings of the 2005 conference on Genetic and evolutionary computation. 2005.
17. Eberhart, R.C. and Shi, Y. Comparison between Genetic Algorithms and Particle Swarm Optimization. in Proceedings of the 7th International Conference on Evolutionary Programming VII. 1998: Springer-Verlag, Berlin.
18. Zbigniew, M. and Schmidt, M., Evolutionary Algorithms and Constrained Optimization, in Evolutionary Optimization, R. Sarker, M. Mohammadian, and X. Yao, Editors. 2002, Kluwer Academic Publishers. p. 57-86