Reservoir Operation using Multi-objective Evolutionary Algorithms-A Review
2011
J.A. Adeyemo
The review of some applications of evolutionary algorithms to reservoir operations is presented in this study. Reservoir operation is a complex multi-objective optimization problem with many conflicting objectives and constraints. Evolutionary algorithms are stochastic search algorithms which have a lot of applications in water resources management. They have the ability to generate non-dominated solutions which converge to Pareto optimal front to multi-objective problems in one simulation run. The results presented in the literatures reviewed show that evolutionary algorithms are good algorithms for solving complex, non-linear, convex and multidimensional reservoir problems. They produce tradeoffs to reservoir operation problems from which a reservoir operator can choose a solution applicable to him.
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