DocumentCode
1180481
Title
Simulated Annealing with Local Search: A Hybrid Algorithm for Unit Commitment
Author
Purushothama, G. K. ; Jenkins, Lee
Author_Institution
Indian Institute of Science
Volume
22
Issue
11
fYear
2002
Firstpage
60
Lastpage
60
Abstract
A hybrid algorithm was developed for the solution of the unit commitment problem. This hybrid technique uses simulated annealing as the main algorithm. At each temperature, fresh solutions are generated randomly and with a high likelihood of being feasible. Local search is made in the neighborhood of the best solution using a heuristic decommitment technique. The hybrid algorithm is robust and has improved convergence as compared with earlier algorithms. The results obtained in system studies indicate its potential for solving the unit commitment problem.
Keywords
Boolean functions; Circuit breakers; Circuit faults; Data structures; Electricity supply industry; Power system faults; Power system modeling; Power systems; Simulated annealing; Temperature; Generation scheduling; local search; optimization techniques; simulated annealing; unit commitment;
fLanguage
English
Journal_Title
Power Engineering Review, IEEE
Publisher
ieee
ISSN
0272-1724
Type
jour
DOI
10.1109/MPER.2002.4311840
Filename
4311840
Link To Document