dc.contributor.author | Vladimirou, Hercules | en |
dc.creator | Vladimirou, Hercules | en |
dc.date.accessioned | 2019-04-22T05:53:28Z | |
dc.date.available | 2019-04-22T05:53:28Z | |
dc.date.issued | 1998 | |
dc.identifier.uri | http://gnosis.library.ucy.ac.cy/handle/7/46625 | |
dc.description.abstract | Incorporating uncertainty in optimization models gives rise to large, structured mathematical programs. Decomposition procedures are well-suited for parallelization, thus providing a promising venue for solving large stochastic programs arising in diverse practical applications. This paper presents an adaptation of decomposition methods for execution on distributed computing systems. A regularized decomposition, as well as the linear decomposition algorithm, are implemented for execution on distributed multiprocessors. Computational results on an IBM SP2 multiprocessor system are reported to demonstrate the comparative performance of the methods on a number of test cases. © 1998 Elsevier Science B.V. | en |
dc.language.iso | eng | en |
dc.source | European Journal of Operational Research | en |
dc.source.uri | 10.1016/S0377-2217(97)00222-1 | |
dc.subject | Problem solving | en |
dc.subject | Mathematical models | en |
dc.subject | Stochastic programming | en |
dc.subject | Computational methods | en |
dc.subject | Decomposition | en |
dc.subject | Decomposition methods | en |
dc.subject | Distributed computer systems | en |
dc.subject | Distributed computing | en |
dc.subject | Linear programming | en |
dc.subject | Parallel algorithms | en |
dc.subject | Random processes | en |
dc.title | Computational assessment of distributed decomposition methods for stochastic linear programs | en |
dc.type | info:eu-repo/semantics/article | |
dc.description.volume | 108 | |
dc.description.issue | 3 | |
dc.description.startingpage | 653 | |
dc.description.endingpage | 670 | |
dc.author.faculty | Σχολή Οικονομικών Επιστημών και Διοίκησης / Faculty of Economics and Management | |
dc.author.department | Τμήμα Διοίκησης Επιχειρήσεων και Δημόσιας Διοίκησης / Department of Business and Public Administration | |
dc.type.uhtype | Article | en |
dc.contributor.orcid | Vladimirou, Hercules [0000-0002-3923-1709] | |
dc.gnosis.orcid | 0000-0002-3923-1709 | |