UNIT COMMITMENT BY TABU SEARCH

Citation
Ah. Mantawy et al., UNIT COMMITMENT BY TABU SEARCH, IEE proceedings. Generation, transmission and distribution, 145(1), 1998, pp. 56-64
Citations number
18
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
13502360
Volume
145
Issue
1
Year of publication
1998
Pages
56 - 64
Database
ISI
SICI code
1350-2360(1998)145:1<56:UCBTS>2.0.ZU;2-N
Abstract
An application of the tabu search (TS) method to solve the unit commit ment problem (UCP) is presented. The TS seeks to counter the danger of entrapment at a local optimum by incorporating a memory structure tha t forbids or penalises certain moves that would return to recently vis ited solutions. New rules for randomly generating feasible solutions f or the UCP are introduced. The problem is divided into two subproblems : a combinatorial optimisation problem and a nonlinear programming pro blem, The former is solved using the tabu search algorithm (TSA) while the latter problem is solved via a quadratic programming routine, Num erical results show an improvement in the solution cost compared to pr eviously obtained results.