Model and interactive algorithm of bi-level multi-objective decision-making with multiple interconnected decision makers

Model and interactive algorithm of bi-level multi-objective decision-making with multiple interconnected decision makers

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Article ID: iaor20023476
Country: United Kingdom
Volume: 10
Issue: 1
Start Page Number: 27
End Page Number: 34
Publication Date: Jan 2001
Journal: Journal of Multi-Criteria Decision Analysis
Authors: ,
Keywords: bilevel optimization
Abstract:

Furthering a prior research on two-person bi-level multi-objective decision-making problems of the leader–follower Stackelberg game, we present an extended model of bi-level multi-objective decision-making with multiple interconnected decision makers at the lower level. In the model, the upper level decision maker acts as a leader and the lower level decision makers behave as the followers, and inter-connections and interactions exist among these followers in decision-making scenarios. Following the rules of leader–follower Stackelberg game, we develop an interactive algorithm of the model for solving multi-objective decision-making problems and reflecting the interactive natures among the decision makers. Finally, the authors exemplify the model and algorithm, and draw a conclusion on points of contributions and the significance of this study in decision-making and support.

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