REDUCING DIMENSIONALITY OF DYNAMIC PROGRAMMING MODELS APPLICATION IN OPTIMIZATION OF MULTI-RESERVOIR SYSTEM OPERATION

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.

BORHANI DARIANE A.; AHMADI M.H.

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

Journal Paper

Paper Information

Journal: JOURNAL OF CIVIL ENGINEERING ISLAMIC AZAD UNIVERSITY Year:2009 | Volume:1 | Issue:3 Page(s): 30-42

Download Full-Text

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

Persian Verion

View:

959

Download:

Cites:

Information Journal Paper

Title

REDUCING DIMENSIONALITY OF DYNAMIC PROGRAMMING MODELS APPLICATION IN OPTIMIZATION OF MULTI-RESERVOIR SYSTEM OPERATION

Author(s)

BORHANI DARIANE A. | AHMADI M.H. | Issue Writer Certificate

Keywords

DYNAMIC PROGRAMMINGQ3

MULTI-RESERVOIR SYSTEMQ2

DIMENSIONALITYQ3

DISCRETE DIFFERENTIAL DYNAMIC PROGRAMMINGQ3

CORRIDOR BASED METHODSQ3

STOCHASTIC MODELSQ3

Abstract

Mathematical models have an important role in water resources systems management and analysis. System operators can use models to determine optimum operation including release and/or storage decisions in the system.DYNAMIC PROGRAMMING (DP) is among the most used methods in MULTI-RESERVOIR SYSTEMs optimization. However, DP based models suffer from DIMENSIONALITY or as Bellman called “curse of DIMENSIONALITY” in large systems. DIMENSIONALITY limits the model applicability by tremendous increase in problem dimension and therefore execution time required to reach the solution. Discrete Differential DYNAMIC PROGRAMMING (DDDP) is among the methods, and probably the best, proposed to tackle the DIMENSIONALITY problem in deterministic DP based models. On the other hand, a Corridor based Stochastic DP (CSDP) is suggested for handling probabilistic systems. In this paper, DDDP and CSDP are applied in a six-reservoir system in Karun River Basin, located southwestern Iran. Results indicate a substantial improvement when these models are applied in the system, as compared to the usual DP and SDP. Evaluations are based on several factor, in which, similar improvement trend was observed.

Cites

No record.

References

No record.

Cite

APA: Copy

BORHANI DARIANE, A., & AHMADI, M.H.. (2009). REDUCING DIMENSIONALITY OF DYNAMIC PROGRAMMING MODELS APPLICATION IN OPTIMIZATION OF MULTI-RESERVOIR SYSTEM OPERATION. JOURNAL OF CIVIL ENGINEERING ISLAMIC AZAD UNIVERSITY, 1(3), 30-42. SID. https://sid.ir/paper/199458/en

Vancouver: Copy

BORHANI DARIANE A., AHMADI M.H.. REDUCING DIMENSIONALITY OF DYNAMIC PROGRAMMING MODELS APPLICATION IN OPTIMIZATION OF MULTI-RESERVOIR SYSTEM OPERATION. JOURNAL OF CIVIL ENGINEERING ISLAMIC AZAD UNIVERSITY[Internet]. 2009;1(3):30-42. Available from: https://sid.ir/paper/199458/en

IEEE: Copy

A. BORHANI DARIANE, and M.H. AHMADI, “REDUCING DIMENSIONALITY OF DYNAMIC PROGRAMMING MODELS APPLICATION IN OPTIMIZATION OF MULTI-RESERVOIR SYSTEM OPERATION,” JOURNAL OF CIVIL ENGINEERING ISLAMIC AZAD UNIVERSITY, vol. 1, no. 3, pp. 30–42, 2009, [Online]. Available: https://sid.ir/paper/199458/en

Related Journal Papers