AN APPLICATION OF THE CUCKOO OPTIMIZATION ALGORITHM IN THE OPTIMAL OPERATION OF HYDROPOWER RESERVOIR (CASE STUDY: THE KARUN4 RESERVOIR)

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HOSSEINI MOGHARI SEYED MOHAMMAD; MOGHADASS MOHAMMAD; ARAGHINEJAD SHAHAB

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Journal: Journal of Water Resources Engineering Year:2017 | Volume:10 | Issue:32 Page(s): 19-31

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Title

AN APPLICATION OF THE CUCKOO OPTIMIZATION ALGORITHM IN THE OPTIMAL OPERATION OF HYDROPOWER RESERVOIR (CASE STUDY: THE KARUN4 RESERVOIR)

Author(s)

HOSSEINI MOGHARI SEYED MOHAMMAD | MOGHADASS MOHAMMAD | ARAGHINEJAD SHAHAB | Issue Writer Certificate

Keywords

CUCKOO OPTIMIZATION ALGORITHMQ1

GENETIC ALGORITHMQ2

OPTIMAL OPERATIONQ1

EVOLUTIONARY ALGORITHMQ1

Abstract

Many algorithms and methods have been applied, so far, in order to operate reservoirs, optimally. Recently, the CUCKOO OPTIMIZATION ALGORITHM (COA) as a new EVOLUTIONARY ALGORITHM (EA) has been utilized for solving a number of bench mark functions and real problems, and high performance and efficiency has been reported for solving difficult optimization problems. The main objective of the current study was an assessment of the COA efficiency in water resource systems in order to extract OPTIMAL OPERATION policy for a reservoir with hydropower application. An application of this algorithm in a thirty-year operation of the Karun4 Reservoir was evaluated. The results were compared with those results of GENETIC ALGORITHM (GA) outcomes. The results showed that the COA has a greater ability to reach optimal solution in comparison with the GA. The mean values of the objective functions were 6.34 and 9.28 for the COA and GA algorithms, respectively. Furthermore, the obtained results by the COA showed less difference to the global optimum.

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APA: Copy

HOSSEINI MOGHARI, SEYED MOHAMMAD, MOGHADASS, MOHAMMAD, & ARAGHINEJAD, SHAHAB. (2017). AN APPLICATION OF THE CUCKOO OPTIMIZATION ALGORITHM IN THE OPTIMAL OPERATION OF HYDROPOWER RESERVOIR (CASE STUDY: THE KARUN4 RESERVOIR). WATER ENGINEERING, 10(32), 19-31. SID. https://sid.ir/paper/169658/en

Vancouver: Copy

HOSSEINI MOGHARI SEYED MOHAMMAD, MOGHADASS MOHAMMAD, ARAGHINEJAD SHAHAB. AN APPLICATION OF THE CUCKOO OPTIMIZATION ALGORITHM IN THE OPTIMAL OPERATION OF HYDROPOWER RESERVOIR (CASE STUDY: THE KARUN4 RESERVOIR). WATER ENGINEERING[Internet]. 2017;10(32):19-31. Available from: https://sid.ir/paper/169658/en

IEEE: Copy

SEYED MOHAMMAD HOSSEINI MOGHARI, MOHAMMAD MOGHADASS, and SHAHAB ARAGHINEJAD, “AN APPLICATION OF THE CUCKOO OPTIMIZATION ALGORITHM IN THE OPTIMAL OPERATION OF HYDROPOWER RESERVOIR (CASE STUDY: THE KARUN4 RESERVOIR),” WATER ENGINEERING, vol. 10, no. 32, pp. 19–31, 2017, [Online]. Available: https://sid.ir/paper/169658/en

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