DocumentCode
3542298
Title
A new multi-objective particle swarm optimization for reactive power dispatch
Author
Bilil, Hasnae ; Ellaia, Rachid ; Maaroufi, Mohamed
Author_Institution
Dept. of Electr. Eng., Mohammed V Univ., Rabat, Morocco
fYear
2012
fDate
10-12 May 2012
Firstpage
1119
Lastpage
1124
Abstract
This paper proposes a new approach of computation using particle swarm in order to resolve multiobjective problems quickly and effectively. This approach is called accelerated multiobjective particle swarm which incorporates vector function as objective function and uses matrix computation to develop the Pareto front unlike the existing multi-objective algorithms which use an external archive. We also propose a novel method of initialization that contributes also in the acceleration of the algorithm. We apply this approach to resolve multi-objective reactive power dispatch problem. Simulations of the proposed algorithm are encouraging for very short CPU time.
Keywords
matrix algebra; particle swarm optimisation; power generation dispatch; reactive power; CPU time; accelerated multiobjective particle swarm optimization; matrix computation; objective function; problem; Acceleration; Optimization; TV; Optimal Multi-objective Reactive Power Dispatch; Particle swarm optimization; intialization technique; matrix computation; multi-objective optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Computing and Systems (ICMCS), 2012 International Conference on
Conference_Location
Tangier
Print_ISBN
978-1-4673-1518-0
Type
conf
DOI
10.1109/ICMCS.2012.6320157
Filename
6320157
Link To Document