Rule sets based bilevel decision model and algorithm

doi:10.1016/j.eswa.2007.09.011

	Rule sets based bilevel decision model and algorithm
	Zheng, Zheng 1,2; Lu, Jie 1; Zhang, Guangquan 1; He, Qing 3
	2009
发表期刊	EXPERT SYSTEMS WITH APPLICATIONS
ISSN	0957-4174
卷号	36 期号:1 页码:18-26
摘要	Bilevel decision addresses the problem in which two levels of decision makers, each tries to optimize their individual objectives under certain constraints, act and react in an uncooperative, sequential manner. As bilevel decision making often involves many uncertain factors in real world problems, it is hard to formulate the objective functions and constraints of the leader and the follower in modelling a real bilevel decision problem. This study explores a new approach that uses rule sets to formulate a bilevel decision problem. It first develops related theories to prove the feasibility to model a bilevel decision problem by rule sets. It then proposes an algorithm to describe the modelling process. A case study is discussed to illustrate the functions and effectiveness of the proposed rule sets based bilevel decision modelling algorithm. (C) 2007 Elsevier Ltd. All rights reserved.
关键词	Rule sets Bilevel programming Uncertainty bilevel decision making Decision model Rough sets
DOI	10.1016/j.eswa.2007.09.011
收录类别	SCI
语种	英语
资助项目	Australian Research Council (ARC)[DP0557154]
WOS研究方向	Computer Science ; Engineering ; Operations Research & Management Science
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Operations Research & Management Science
WOS记录号	WOS:000264182800002
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11588
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, 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
推荐引用方式 GB/T 7714	Zheng, Zheng,Lu, Jie,Zhang, Guangquan,et al. Rule sets based bilevel decision model and algorithm[J]. EXPERT SYSTEMS WITH APPLICATIONS,2009,36(1):18-26.
APA	Zheng, Zheng,Lu, Jie,Zhang, Guangquan,&He, Qing.(2009).Rule sets based bilevel decision model and algorithm.EXPERT SYSTEMS WITH APPLICATIONS,36(1),18-26.
MLA	Zheng, Zheng,et al."Rule sets based bilevel decision model and algorithm".EXPERT SYSTEMS WITH APPLICATIONS 36.1(2009):18-26.