Rule sets based bilevel decision model

Zheng, Z; Zhang, G; He, Q; Lu, J; Shi, Z

Rule sets based bilevel decision model

Zheng, Z Zhang, G

He, Q Lu, J

Shi, Z

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Publication Type:: Conference Proceeding
Citation:: Conferences in Research and Practice in Information Technology Series, 2006, 48 pp. 113 - 120
Issue Date:: 2006-12-01

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Field	Value	Language
dc.contributor.author	Zheng, Z	en_US
dc.contributor.author	Zhang, G https://orcid.org/0000-0003-3960-0583	en_US
dc.contributor.author	He, Q	en_US
dc.contributor.author	Lu, J https://orcid.org/0000-0003-0690-4732	en_US
dc.contributor.author	Shi, Z	en_US
dc.date.issued	2006-12-01	en_US
dc.identifier.citation	Conferences in Research and Practice in Information Technology Series, 2006, 48 pp. 113 - 120	en_US
dc.identifier.isbn	1920682309	en_US
dc.identifier.isbn	9781920682309	en_US
dc.identifier.issn	1445-1336	en_US
dc.identifier.uri	http://hdl.handle.net/10453/1850
dc.description.abstract	Bilevel decision addresses the problem in which two levels of decision makers, each tries to optimize their individual objectives under constraints, act and react in an uncooperative, sequential manner. Such a bilevel optimization structure appears naturally in many aspects of planning, management and policy making. However, bilevel decision making may involve many uncertain factors in a real world problem. Therefore it is hard to determine the objective functions and constraints of the leader and the follower when build a bilevel decision model. To deal with this issue, this study explores the use of rule sets to format a bilevel decision problem by establishing a rule sets based model. After develop a method to construct a rule sets based bilevel model of a real-world problem, an example to illustrate the construction process is presented. Copyright © 2006, Australian Computer Society, Inc.	en_US
dc.relation.ispartof	Conferences in Research and Practice in Information Technology Series	en_US
dc.title	Rule sets based bilevel decision model	en_US
dc.type	Conference Proceeding
utslib.citation.volume	48	en_US
utslib.for	080704 Information Retrieval and Web Search	en_US
utslib.for	080605 Decision Support and Group Support Systems	en_US
dc.location.activity	Hobart, Australia	en_US
dc.location.activity	Girona, Spain
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Computer Science
pubs.organisational-group	/University of Technology Sydney/Strength - CAI - Centre for Artificial Intelligence
utslib.copyright.status	open_access
pubs.publication-status	Published	en_US
pubs.volume	48	en_US

Abstract:

Bilevel decision addresses the problem in which two levels of decision makers, each tries to optimize their individual objectives under constraints, act and react in an uncooperative, sequential manner. Such a bilevel optimization structure appears naturally in many aspects of planning, management and policy making. However, bilevel decision making may involve many uncertain factors in a real world problem. Therefore it is hard to determine the objective functions and constraints of the leader and the follower when build a bilevel decision model. To deal with this issue, this study explores the use of rule sets to format a bilevel decision problem by establishing a rule sets based model. After develop a method to construct a rule sets based bilevel model of a real-world problem, an example to illustrate the construction process is presented. Copyright © 2006, Australian Computer Society, Inc.

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http://hdl.handle.net/10453/1850