AN ALGORITHM FOR SOLVING RULE SETS-BASED BILEVEL DECISION PROBLEMS
Zhang, Guang-Quan1; Zheng, Zheng2; Lu, Jie1; He, Qing3
刊名COMPUTATIONAL INTELLIGENCE
2011-05-01
卷号27期号:2页码:235-259
关键词Decision-making model rule sets bilevel decision making optimization algorithm
ISSN号0824-7935
DOI10.1111/j.1467-8640.2011.00379.x
英文摘要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.
资助项目Australian Research Council (ARC)[DP0557154] ; Aviation Science Foundation of China[2008ZG51092] ; National Natural Science Foundation of China[60904066] ; National Natural Science Foundation of China[60933004] ; National Natural Science Foundation of China[60975039]
WOS研究方向Computer Science
语种英语
出版者WILEY-BLACKWELL
WOS记录号WOS:000290267600004
内容类型期刊论文
源URL[http://119.78.100.204/handle/2XEOYT63/13110]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Lu, Jie
作者单位1.Univ Technol Sydney, Fac Informat Technol, Decis Syst & E Serv Intelligence Lab, Ctr Quantum Computat & Intelligent Syst,Sch Softw, Sydney, NSW 2007, Australia
2.Beijing Univ Aeronaut & Astronaut, Beijing 100083, Peoples R China
3.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing, Peoples R China
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Zhang, Guang-Quan,Zheng, Zheng,Lu, Jie,et al. AN ALGORITHM FOR SOLVING RULE SETS-BASED BILEVEL DECISION PROBLEMS[J]. COMPUTATIONAL INTELLIGENCE,2011,27(2):235-259.
APA Zhang, Guang-Quan,Zheng, Zheng,Lu, Jie,&He, Qing.(2011).AN ALGORITHM FOR SOLVING RULE SETS-BASED BILEVEL DECISION PROBLEMS.COMPUTATIONAL INTELLIGENCE,27(2),235-259.
MLA Zhang, Guang-Quan,et al."AN ALGORITHM FOR SOLVING RULE SETS-BASED BILEVEL DECISION PROBLEMS".COMPUTATIONAL INTELLIGENCE 27.2(2011):235-259.
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