Multilevel-multihorizon control of production system in uncertain conditions

Multilevel-multihorizon control of production system in uncertain conditions

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Article ID: iaor19931723
Country: Poland
Volume: 17
Start Page Number: 79
End Page Number: 92
Publication Date: Nov 1991
Journal: Systems Science
Authors: , ,
Keywords: programming: linear
Abstract:

The paper considers production control problem for large-scale systems with continuous elementary production processes. The multilevel-multihorizon method due to Milkiewicz was applied. The method leads to solution of a sequence of optimization subproblems defined for individual time horizons. Each subproblem consists of a production planning subproblem and a production scheduling subproblem, solved sequentially. Uncertainty is mainly treated in the planning subproblems. The subproblems are solved with LP methods. Multilevel control is implemented with a superior coordination system. The basic tasks of this system are: acquisition of data on the functioning of the system and on external conditions, decision making, verification and modification of models. The paper is a continuation of an interesting suggestion (including, for instance, classification of LP problems according to time horizons: deterministic for current problems, stochastic for longer time horizons and fuzzy for the longest time horizons considered), though one would very gladly see a practical implementation or at least an in-depth empirical study of the approach.

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