DocumentCode :
135179
Title :
Evaluation of emerging metaheuristic strategies on opimal transmission pricing
Author :
Rueda, Jose L. ; Erlich, Istvan
Author_Institution :
Inst. of Electr. Power Syst., Univ. Duisburg-Essen, Duisburg, Germany
fYear :
2014
fDate :
27-31 July 2014
Firstpage :
1
Lastpage :
5
Abstract :
This paper provides a comparative assessment of the capabilities of three metaheuristic algorithms for solving the problem of optimal transmission pricing, whose formulation is based on principle of equivalent bilateral exchanges. Among the selected algorithms are Covariance Matrix Adaptation Evolution Strategy (CMA-ES), Linearized Biogeography-based Optimization (LBBO), and a novel swarm variant of the Mean-Variance Mapping Optimization (MVMO-SM). The IEEE 30 bus system is used to perform numerical comparisons on convergence speed, achieved optimum solutions, and computing effort.
Keywords :
covariance matrices; heuristic programming; optimisation; pricing; transmission networks; CMA-ES; IEEE 30 bus system; LBBO; MVMO-SM; covariance matrix adaptation evolution strategy; equivalent bilateral exchanges; linearized biogeography-based optimization; mean-variance mapping optimization; metaheuristic algorithms; optimal transmission pricing; Evolutionary computation; Optimization; Power systems; Pricing; Sociology; Statistics; Vectors; Equivalent bilateral exchanges; evolutionary mechanism; metaheuristics; transmission pricing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location :
National Harbor, MD
Type :
conf
DOI :
10.1109/PESGM.2014.6939163
Filename :
6939163
Link To Document :
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