Title :
Simulated Annealing with Local Search: A Hybrid Algorithm for Unit Commitment
Author :
Purushothama, G. K. ; Jenkins, Lee
Author_Institution :
Indian Institute of Science
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;
Journal_Title :
Power Engineering Review, IEEE
DOI :
10.1109/MPER.2002.4311840