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
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;
Conference_Titel :
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location :
National Harbor, MD
DOI :
10.1109/PESGM.2014.6939163