Mustafa, Mohd. Wazir and Mustapha, Mamunu and Jamian, Jasrul Jamani and I. Abujarad, Saleh Y. and Abdirahman, Mohamed Abdilahi (2016) A novel constraint handling approach for metaheuristic techniques in solving economic dispatch problems. Arpn Journal of Engineering and Applied Sciences, 11 (9). pp. 5661-5668. ISSN 1819-6608
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Official URL: http://www.arpnjournals.org/jeas/research_papers/r...
Abstract
This paper proposes a novel constraint handling strategy (CHM) based on random walk for metaheuristic techniques in solving the optimal economic dispatch (ED) problems. To implement this CHM, a Cuckoo Search (CS) algorithm has been adopted. The absolute as well as the relative performance of the resultant hybrid algorithm is experimentally investigated using a standard test case with valve point effects. Statistical parameters are used in order to evaluate the robustness of the method. The proposed methodology proves that it outperforms established methods such as particle swarm optimization and genetic algorithm methods in terms of robustness and achieving consistent results throughout all the trials in each experiment.
Item Type: | Article |
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Additional Information: | RADIS System Ref No:PB/2016/10571 |
Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
Divisions: | Advanced Informatics School |
ID Code: | 66891 |
Deposited By: | Siti Nor Hashidah Zakaria |
Deposited On: | 06 Jul 2017 06:19 |
Last Modified: | 20 Nov 2017 08:52 |
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