An algorithm for solving rule sets–based bilevel decision
                    problems

An algorithm for solving rule sets–based bilevel decision problems

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Article ID: iaor201112690
Volume: 27
Issue: 2
Start Page Number: 235
End Page Number: 259
Publication Date: May 2011
Journal: Computational Intelligence
Authors: , , ,
Keywords: bilevel optimization, operating rules
Abstract:

Bilevel decision addresses the problem in which two levels of decision makers each tries to optimize their individual objectives under certain constraints, and to act and react in an uncooperative and sequential manner. Given the difficulty of formulating a bilevel decision problem by mathematical functions, a rule sets–based bilevel decision (RSBLD) model was proposed. This article presents an algorithm to solve a RSBLD problem. A case‐based example is given to illustrate the functions of the proposed algorithm. Finally, a set of experiments is analyzed to further show the functions and the effectiveness of the proposed algorithm.

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