Aggregation and decomposition for multi-divisional linear programs

Aggregation and decomposition for multi-divisional linear programs

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Article ID: iaor19972110
Country: Netherlands
Volume: 72
Issue: 1
Start Page Number: 175
End Page Number: 191
Publication Date: Jan 1994
Journal: European Journal of Operational Research
Authors: ,
Keywords: information
Abstract:

This paper proposes the use of linear programming aggregation theory to study decentralization in linear programming models. Traditionally mostly standard decomposition approaches are used when decentralization is discussed. The authors consider a two-level organization and interpret the aggregation/disaggregation scheme in terms of information that has to be transferred between the central planning department and the divisions in a divisionally organized enterprise. Relations between this procedure and the classical decomposition approaches are discussed. The ideas are illustrated by means of a simple example for which also an economic interpretation of the procedure is developed.

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