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International Journal of Scientific and Engineering Research
ISSN Online 2229-5518
ISSN Print: 2229-5518 3    
Website: http://www.ijser.org
scirp IJSER >> Volume 3,Issue 3,March 2012
Effective Genetic Algorithms & Implementation on Economic Load Dispatch
Full Text(PDF, )  PP.441-444  
Author(s)
Varun Kumar Vala, Srikanth Reddy Yanala, Maheswarapu Sydulu
KEYWORDS
Best Random GA w ith termination, Best Random w ithout termination, Conventional GA, Economic Load Dispatch, Fixed Threshold, Genetic Algorithms(GA), Optional Crossover and Mutation
ABSTRACT
This paper deals with some proposals to Conventional Genetic Algorithms to improve the performance (number of iterations needed to achieve convergence, time of execution). The advantages and disadvantages of each proposal have been noted. The disadvantage of a proposal is eliminated in the next proposal to the maximum extent. Thus, we finally landed up in a proposal with least time of execution and also less number of iterations for convergence. All the proposals made are tested by implementing on test function sine(x) and basic hand calculations. Later it has been implemented on Economic Load Dispatch with Pmin and Pmax constraints. The results of all the above have been highly satisfactory and a few are reported
References
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[2] Theerthamalai, Adhinarayan, Maheswarapu Sydulu, Directional Search Genetic Algorithm Applications to Economic Dispatch of thermal units, Volume 9,No 4, July 2008,pp.211-216(6).

[3] C.Achyuthayan, Genetic Algorithm Application to Economic Load Dispatch, Master Thesis Report in Asian Institute of Technology, Thailand,1997.

[4] Sinha N, Chakrabarthi R, Chattopadhyay.P.K, Evolutionary Programming Techniques for economic load dispatch,IEEE Trans Evol. Comput. v7il. 83-94

[5] Gereld B.Sheble, Kristin Brittig, Refined Genetic Algorithms: Economic load dispatch example,IEEE Trans Power Systems 10 1 (1995)

[6] A.Bakirtiz, V.Petridis and S.A.Kazarlis, Genetic Algorithm solution to economic load dispatch problem, IEEE Proc C 1414 (1994)

[7] K.Y.Lee, ”Fuel cost minimization for real and reactive power dispatches,” IEEE Proc. C,Gener. Trsns & distr., 131,(3),pp.83-94,1984

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