Computational grids to solve large scale optimization problems with uncertain data

Chefi Triki; Lucio Grandinetti

doi:10.1109/IDAACS.2001.941995

Computational grids to solve large scale optimization problems with uncertain data

Chefi Triki, Lucio Grandinetti

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

In this paper we discuss the use computational grids to solve stochastic optimization problems. These problems are generally difficult to solve and are often characterized by a high number of variables and constraints. Furthermore, for some applications it is required to achieve a real-time solution. Obtaining reasonable results is a difficult objective without the use of high performance computing. Here we present a gridenabled path-following algorithm and we discuss some experimental results.

Original language	English
Title of host publication	Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems
Subtitle of host publication	Technology and Applications, IDAACS 2001
Editors	Anatoly Sachenko
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	124-127
Number of pages	4
ISBN (Electronic)	078037164X, 9780780371644
DOIs	https://doi.org/10.1109/IDAACS.2001.941995
Publication status	Published - 2001
Externally published	Yes
Event	International Workshop on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2001 - Foros, Crimea, Ukraine Duration: Jul 1 2001 → Jul 4 2001

Publication series

Name	Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001

Other

Other	International Workshop on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2001
Country/Territory	Ukraine
City	Foros, Crimea
Period	7/1/01 → 7/4/01

Keywords

Condor
Grid computation
Large-scale optimization problems
Two stage stochastic models

ASJC Scopus subject areas

Information Systems
Signal Processing
Computer Science (miscellaneous)
Computer Science Applications

Access to Document

10.1109/IDAACS.2001.941995

Cite this

Triki, C., & Grandinetti, L. (2001). Computational grids to solve large scale optimization problems with uncertain data. In A. Sachenko (Ed.), Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001 (pp. 124-127). Article 941995 (Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IDAACS.2001.941995

Computational grids to solve large scale optimization problems with uncertain data. / Triki, Chefi; Grandinetti, Lucio.
Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001. ed. / Anatoly Sachenko. Institute of Electrical and Electronics Engineers Inc., 2001. p. 124-127 941995 (Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Triki, C & Grandinetti, L 2001, Computational grids to solve large scale optimization problems with uncertain data. in A Sachenko (ed.), Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001., 941995, Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001, Institute of Electrical and Electronics Engineers Inc., pp. 124-127, International Workshop on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2001, Foros, Crimea, Ukraine, 7/1/01. https://doi.org/10.1109/IDAACS.2001.941995

Triki C, Grandinetti L. Computational grids to solve large scale optimization problems with uncertain data. In Sachenko A, editor, Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001. Institute of Electrical and Electronics Engineers Inc. 2001. p. 124-127. 941995. (Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001). doi: 10.1109/IDAACS.2001.941995

Triki, Chefi ; Grandinetti, Lucio. / Computational grids to solve large scale optimization problems with uncertain data. Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001. editor / Anatoly Sachenko. Institute of Electrical and Electronics Engineers Inc., 2001. pp. 124-127 (Proceedings of the International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2001).

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Computational grids to solve large scale optimization problems with uncertain data

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Keywords

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