Dynamic programming integrated particle swarm optimization algorithm for reservoir operation

被引:19
作者
Bilal [1 ]
Rani, Deepti [2 ]
Pant, Millie [1 ]
Jain, S. K. [2 ]
机构
[1] Indian Inst Technol Roorkee, Dept ASE, Roorkee 247667, Uttar Pradesh, India
[2] Natl Inst Hydrol Roorkee, Roorkee 247667, Uttar Pradesh, India
关键词
Particle swarm optimization; Genetic algorithm; Dynamic programming; Hybrid optimization; Reservoir operation; GENETIC ALGORITHM; SYSTEMS; CONVERGENCE; DESIGN; MODEL;
D O I
10.1007/s13198-020-00974-z
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The present study suggests an integrated approach for determining the optimal release policy for the Mula reservoir situated at the Godavari basin, India. The proposed integrated algorithm named DP-PSO is a hybridization of Dynamic Programming (DP) and Particle Swarm Optimization (PSO). The reservoir operation problem is demonstrated in the form of a nonlinear optimization model subject to various constraints. Two case studies are considered. In the first case the efficiency of the proposed algorithm is tested on a small data set of 1 year and in the second case, data set taken is for 10 years. The results obtained are compared in terms of objective function value as well CPU time for performance evaluation of the integrated methods.
引用
收藏
页码:515 / 529
页数:15
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