A new decomposition method for multiregional economic equilibrium models
Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
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Detail(s)
Original language | English |
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Pages (from-to) | 643-655 |
Journal / Publication | Operations Research |
Volume | 54 |
Issue number | 4 |
Publication status | Published - Jul 2006 |
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Abstract
This paper discusses decomposition of a multiregional economic equilibrium model that is characterized by a cost minimizing, linear programming (LP) model of the supply side and a vector-valued function that gives demand prices as functions of the quantities demanded. Our motivation is to ease model development and maintenance by a solution method that links separately developed regional models only when a consistent multiregion solution is desired. A heuristic strategy is described to extend any existing (LP) decomposition principle to a procedure for decomposing an equilibrium model by region. This strategy is applied to extend Dantzig-Wolfe decomposition to the multiregional economic equilibrium model, and several theoretical results are derived for the resulting algorithm. The central result is a proof of asymptotic convergence, under usefully general conditions. The extended Dantzig-Wolfe procedure is illustrated with an existing, two-region model of Canadian energy supplies and demands. © 2006 INFORMS.
Research Area(s)
- Natural resources, energy: multiregional economic equilibrium models, Programming: decomposition, variational inequalities
Citation Format(s)
A new decomposition method for multiregional economic equilibrium models. / Chung, William; Fuller, J. D.; Wu, Y. June.
In: Operations Research, Vol. 54, No. 4, 07.2006, p. 643-655.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review