Article ID: | iaor201112690 |
Volume: | 27 |
Issue: | 2 |
Start Page Number: | 235 |
End Page Number: | 259 |
Publication Date: | May 2011 |
Journal: | Computational Intelligence |
Authors: | Lu Jie, He Qing, Zheng Zheng, Zhang Guang-Quan |
Keywords: | bilevel optimization, operating rules |
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.