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  1. Asian Journal of Scientific Research
  2. Vol 4 (1), 2011
  3. 16-27
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Asian Journal of Scientific Research

Year: 2011 | Volume: 4 | Issue: 1 | Page No.: 16-27
DOI: 10.3923/ajsr.2011.16.27

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Authors


J.A. Adeyemo


Keywords


  • reservoir operation
  • evolutionary algorithm
  • Multi-objective
  • pareto front
Review Article

Reservoir Operation using Multi-objective Evolutionary Algorithms-A Review

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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How to cite this article

J.A. Adeyemo, 2011. Reservoir Operation using Multi-objective Evolutionary Algorithms-A Review. Asian Journal of Scientific Research, 4: 16-27.

DOI: 10.3923/ajsr.2011.16.27

URL: https://scialert.net/abstract/?doi=ajsr.2011.16.27

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