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Parallel Computation of Large-Scale Dynamic Market Network Equilibria via Time Period Decomposition

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dc.creator Nagurney, Anna
dc.creator Kim, Dae-Shik
dc.date 2004-05-28T19:33:23Z
dc.date 2004-05-28T19:33:23Z
dc.date 1990-07
dc.date.accessioned 2013-10-09T02:39:01Z
dc.date.available 2013-10-09T02:39:01Z
dc.date.issued 2013-10-09
dc.identifier http://hdl.handle.net/1721.1/5317
dc.identifier.uri http://koha.mediu.edu.my:8181/xmlui/handle/1721
dc.description In this paper we consider a dynamic market equilibrium problem over a finite time horizon in which a commodity is produced, consumed, traded, and inventoried over space and time. We first formulate the problem as a network equilibrium problem and derive the variational inequality formulation of the problem. We then propose a parallel decomposition algorithm which decomposes the large-scale problem into T + 1 subproblems, where T denotes the number of time periods. Each of these subproblems can then be solved simultaneously, that is, in parallel, on distinct processors. We provide computational results on linear separable problems and on nonlinear asymmetric problems when the algorithm is implemented in a serial and then in a parallel environment. The numerical results establish that the algorithm is linear in the number of time periods. This research demonstrates that this new formulation of dynamic market problems and decomposition procedure considerably expands the size of problems that are now feasible to solve.
dc.format 1275149 bytes
dc.format application/pdf
dc.language en_US
dc.publisher Massachusetts Institute of Technology, Operations Research Center
dc.relation Operations Research Center Working Paper;OR 222-90
dc.title Parallel Computation of Large-Scale Dynamic Market Network Equilibria via Time Period Decomposition
dc.type Working Paper


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