PARALLEL GENETIC ALGORITHM FOR GENERATION EXPANSION PLANNING

Citation
Y. Fukuyama et al., PARALLEL GENETIC ALGORITHM FOR GENERATION EXPANSION PLANNING, Engineering intelligent systems for electrical engineering and communications, 4(1), 1996, pp. 49-56
Citations number
18
Categorie Soggetti
Computer Science Artificial Intelligence","Engineering, Eletrical & Electronic
ISSN journal
13632078
Volume
4
Issue
1
Year of publication
1996
Pages
49 - 56
Database
ISI
SICI code
1363-2078(1996)4:1<49:PGAFGE>2.0.ZU;2-W
Abstract
This paper presents a parallel generic algorithm for solving the long- range generation expansion planning, which is a combinatorial optimiza tion problem that determines the order of newly introduced generation units at each interval of the planning years. The method is implemente d on a transputer that is one of the practical parallel processors. Th e effectiveness of the proposed method is demonstrated using a typical expansion problem with four technologies and five intervals and compa red favorably with the conventional dynamic programming method and gen etic algorithm. The numerical results reveal the speed and effectivene ss of the proposed algorithm for solving the problem.