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Impact of parameter control on the performance of APSO and PSO algorithms for the CSTHTS problem: An improvement in
Muhammad Ahmad Iqbal1, Muhammad Salman Fakhar1, Syed Abdul Rahman Kashif1
1Department of Electrical Engineering, University of Engineering and Technology, Lahore, Punjab, Pakistan.
Abstract:
Cascaded Short Term Hydro-Thermal Scheduling problem (CSTHTS) is a single objective, non-linear multi-modal or convex (depending upon the cost function of thermal generation) type of Short Term Hydro-Thermal Scheduling (STHTS), having complex hydel constraints. It has been solved by many metaheuristic optimization algorithms, as found in the literature. Recently, the authors have published the best-achieved results of the CSTHTS problem having quadratic fuel cost function of thermal generation using an improved variant of the Accelerated PSO (APSO) algorithm, as compared to the other previously implemented algorithms. This article discusses and presents further improvement in the results obtained by both improved variants of APSO and PSO algorithms, implemented on the CSTHTS problem.
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