Title :
Unit commitment using Micro Genetic Algorithm
Author :
Gupta, Madhu ; Haque, Showera
Author_Institution :
Dept. of Electr. Eng., Poornima Coll. of Eng., Jaipur, India
Abstract :
Application of Micro Genetic Algorithm (MGA), for the solution of unit commitment problem has been described in this paper. In MGA, a String Correction Operator has been introduced, which addresses the problem of violated schedules. The inclusion of this operator assists the algorithm in arriving at the optimal solution without sacrificing the quality of the solution. The results obtained are analyzed and compared.
Keywords :
genetic algorithms; power generation dispatch; power generation scheduling; MGA; microgenetic algorithm; string correction operator; unit commitment problem; Micro Genetic Algorithm; String Correction Operator; Unit Commitment;
Conference_Titel :
Engineering (NUiCONE), 2012 Nirma University International Conference on
Conference_Location :
Ahmedabad
Print_ISBN :
978-1-4673-1720-7
DOI :
10.1109/NUICONE.2012.6493265
