An interactive decision framework for multiple objective production planning

An interactive decision framework for multiple objective production planning

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Article ID: iaor19971307
Country: United Kingdom
Volume: 34
Issue: 11
Start Page Number: 3145
End Page Number: 3164
Publication Date: Nov 1996
Journal: International Journal of Production Research
Authors: , ,
Keywords: programming: goal, decision theory: multiple criteria
Abstract:

The formation of realistic implementable medium-range production plans requires explicit recognition of the multiple conflicting objectives of production planning. However, suggested applications of multiobjective optimization to production planning have been limited to goal programming procedures which fail to capitalize on the intrinsic flexibility of a multiobjective model. Alternatively, interactive multiobjective solution techniques could be used to allow planners to enhance decision making without excessive computational effort. This stydy describes an interactive multiple objective decision framework and evaluates its effectiveness via a multiobjective capacitated lot sizing model based on a real manufacturing facility. The results suggest that this approach is an effective solution strategy and useful decision aid for complex production planning problems.

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