Flexible integration of models and solvers for intuitive and user-friendly model-solution in decision support systems

Flexible integration of models and solvers for intuitive and user-friendly model-solution in decision support systems

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Article ID: iaor20063536
Country: South Korea
Volume: 30
Issue: 1
Start Page Number: 75
End Page Number: 94
Publication Date: Mar 2005
Journal: Journal of the Korean ORMS Society
Authors: ,
Abstract:

Research in the decision sciences has continued to develop a variety of mathematical models as well as software tools supporting corporate decision-making. Yet, in spite of their potential usefulness, the models are little used in real-world decision making since the model solution processes are too complex for ordinary users to get accustomed. This paper proposes an intellignet and flexible model-solver integration framework that enables the user to solve decision problems using multiple models and solvers without having precise knowledge of the model-solution processes. Specifically, for intuitive model-solution, the framework enables a decision support system to suggest the compatible solvers of a model autonomously without direct user intervention and to solve the model by matching the model and solver parameters intelligently without any serious conflicts. Thus, the framework would improve the productivity of institutional model solving taks by relieving the user from the burden of learning model and solver semantics requiring considerable time and efforts.

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