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Cites:

1

Information Journal Paper

Title

IMPROVED ANT COLONY OPTIMIZATION ALGORITHM FOR RESERVOIR OPERATION

Pages

  295-302

Keywords

Not Registered.

Abstract

 In this paper, an improved Ant Colony Optimization (ACO) algorithm is proposed for reservoir operation. Through a collection of cooperative agents called ants, the near-optimum solution to the reservoir operation can be effectively achieved. To apply the proposed ACO algorithm, the problem is approached by considering a finite horizon with a time series of inflow, classifying the reservoir volume to several intervals and deciding for release sat each period, with respect to a predefined optimality criterion. Pheromone promotion, explorer ants and a local search are included in the standard ACO algorithm for a single reservoir, deterministic, finite-horizon problem and applied to the Dez reservoir in Iran. The results demonstrate that the proposed ACO algorithm provides improved estimates of the optimal releases of the Dez reservoir, as compared to traditional state-of-the-art Genetic Algorithms. It is anticipated that further tuning of the algorithmic parameters will further improve the computational efficiency and robustness of the proposed method.

Cites

References

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    • Cite

    APA: Copy

    JALALI, M.R., MARINO, M.A., & AFSHAR, A.. (2006). IMPROVED ANT COLONY OPTIMIZATION ALGORITHM FOR RESERVOIR OPERATION. SCIENTIA IRANICA, 13(3), 295-302. SID. https://sid.ir/paper/289353/en

    Vancouver: Copy

    JALALI M.R., MARINO M.A., AFSHAR A.. IMPROVED ANT COLONY OPTIMIZATION ALGORITHM FOR RESERVOIR OPERATION. SCIENTIA IRANICA[Internet]. 2006;13(3):295-302. Available from: https://sid.ir/paper/289353/en

    IEEE: Copy

    M.R. JALALI, M.A. MARINO, and A. AFSHAR, “IMPROVED ANT COLONY OPTIMIZATION ALGORITHM FOR RESERVOIR OPERATION,” SCIENTIA IRANICA, vol. 13, no. 3, pp. 295–302, 2006, [Online]. Available: https://sid.ir/paper/289353/en

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