USING FIREFLY ALGORITHM FOR OPTIMIZING OPERATION OF DOROUDZAN RESERVOIR

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

ZEYNALI M.J.; MOHAMAD REZA POUR O.; FROOGHI F.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Journal of Irrigation and Water Engineering Year:2015 | Volume:6 | Issue:21 Page(s): 33-45

Download Full-Text

Persian Verion

View:

1,981

Download:

Cites:

Information Journal Paper

Title

USING FIREFLY ALGORITHM FOR OPTIMIZING OPERATION OF DOROUDZAN RESERVOIR

Author(s)

ZEYNALI M.J. | MOHAMAD REZA POUR O. | FROOGHI F. | Issue Writer Certificate

Keywords

CONTINUOUS ANTSQ1

FIREFLY ALGORITHMQ1

OPTIMAL OPERATIONQ2

RANKING ANTSQ2

Abstract

As a crucial issue in aqua sciences, optimizing dam reservoirs exploitation has been studied with a variety of optimization techniques. One of these methods is using Meta-Heuristic algorithms such as Firefly and Ants Algorithms. Using the FIREFLY ALGORITHM, this study studies the exploitation optimization of Doroudzan reservoir in a 99-month period. The most sensitive parameter in sensitivity analysis of FIREFLY ALGORITHM, α, is known as the mutation rate. Selecting its appropriate value by Firefly worms leads to an appropriate solution and increases the efficiency of the FIREFLY ALGORITHM dramatically. To determine the efficiency of this algorithm in optimizing the utilization of the dam reservoir, the obtained results were compared with the results of Continuous Ant System and Ranking Ant System. The findings indicated that FACC algorithm with objective function rate of 4.196 had a satisfactory performance. ACOrCC and ACOrankCC algorithms with the values of 17.004 and 26.156 followed it respectively. In addition, FACC algorithm with a value of 0.959 had the highest reliability coefficient. The results indicated that regarding Chain constraints, all program performances led to feasible solutions; however, ignoring chain constraints, the Continuous Ant System algorithm was unable to find a feasible solution. Hence, applying these constraints in the main structure of this algorithm would enhance its efficiency significantly.

Cites

No record.

References

No record.

Cite

APA: Copy

ZEYNALI, M.J., MOHAMAD REZA POUR, O., & FROOGHI, F.. (2015). USING FIREFLY ALGORITHM FOR OPTIMIZING OPERATION OF DOROUDZAN RESERVOIR. IRANIAN OF IRRIGATION & WATER ENGINEERING, 6(21), 33-45. SID. https://sid.ir/paper/247283/en

Vancouver: Copy

ZEYNALI M.J., MOHAMAD REZA POUR O., FROOGHI F.. USING FIREFLY ALGORITHM FOR OPTIMIZING OPERATION OF DOROUDZAN RESERVOIR. IRANIAN OF IRRIGATION & WATER ENGINEERING[Internet]. 2015;6(21):33-45. Available from: https://sid.ir/paper/247283/en

IEEE: Copy

M.J. ZEYNALI, O. MOHAMAD REZA POUR, and F. FROOGHI, “USING FIREFLY ALGORITHM FOR OPTIMIZING OPERATION OF DOROUDZAN RESERVOIR,” IRANIAN OF IRRIGATION & WATER ENGINEERING, vol. 6, no. 21, pp. 33–45, 2015, [Online]. Available: https://sid.ir/paper/247283/en

Related Journal Papers