Optimization of Flood Control Systems by Combining Discrete Differential Dynamic Programming and Genetic Algorithm

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BEHROUZ M.; ALIMOHAMMADI S.; Keshvarifard A.M.

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Journal Paper

Paper Information

Journal: JOURNAL OF WATER AND SUSTAINABLE DEVELOPMENT Year:2020 | Volume:7 | Issue:1 Page(s): 37-48

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Title

Optimization of Flood Control Systems by Combining Discrete Differential Dynamic Programming and Genetic Algorithm

Author(s)

BEHROUZ M. | ALIMOHAMMADI S. | Keshvarifard A.M. | Issue Writer Certificate

Keywords

Flood Control

Levee

Optimization

Discrete Differential Dynamic Programming

Genetic Algorithm

Abstract

The present study is aimed to optimum design the one of the structural methods of Flood Control (Levees) based on dynamic programming (DP). In order to accelerate computing time, a model was created based on the combination of Discrete Differential Dynamic Programming and Genetic Algorithm (GA-DDDP). The objective function of this model is to minimize the total costs, including the cost of constructing the structure and residual damage cost. For this purpose, the length of the studied river was divided into three reaches and the optimal dimensions of the four sections were obtained as output results. Modeling and running was done by coding in MATLAB software and the results showed that the running time of GA-DDDP combined model is just 11% of the time to running the classic dynamic planning model. Also in this study, the results of the four-section model were compared with the simpler single-section model (equivalent section). The results show that the simplification of model to one section causes the increasing costs to about 20%.

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APA: Copy

BEHROUZ, M., ALIMOHAMMADI, S., & Keshvarifard, A.M.. (2020). Optimization of Flood Control Systems by Combining Discrete Differential Dynamic Programming and Genetic Algorithm. JOURNAL OF WATER AND SUSTAINABLE DEVELOPMENT, 7(1 ), 37-48. SID. https://sid.ir/paper/378614/en

Vancouver: Copy

BEHROUZ M., ALIMOHAMMADI S., Keshvarifard A.M.. Optimization of Flood Control Systems by Combining Discrete Differential Dynamic Programming and Genetic Algorithm. JOURNAL OF WATER AND SUSTAINABLE DEVELOPMENT[Internet]. 2020;7(1 ):37-48. Available from: https://sid.ir/paper/378614/en

IEEE: Copy

M. BEHROUZ, S. ALIMOHAMMADI, and A.M. Keshvarifard, “Optimization of Flood Control Systems by Combining Discrete Differential Dynamic Programming and Genetic Algorithm,” JOURNAL OF WATER AND SUSTAINABLE DEVELOPMENT, vol. 7, no. 1 , pp. 37–48, 2020, [Online]. Available: https://sid.ir/paper/378614/en

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