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Granule sets based bilevel decision model

  • Zheng Zheng*
  • , Qing He
  • , Zhongzhi Shi
  • *Corresponding author for this work
  • CAS - Institute of Computing Technology
  • University of Chinese Academy of Sciences

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Bilevel decision addresses the problem in which two levels of decision makers act and react in an uncooperative, sequential manner, and each tries to optimize their individual objectives under constraints. Such a bilevel optimization structure appears naturally in many aspects of planning, management and policy making. There are two kinds of bilevel decision models already presented, which are traditional bilevel decision models and rule sets based bilevel decision models. Based on the two kinds of models, granule sets based bilevel decision models are developed in this paper. The models can be viewed as extensions of the former two models, and they can describe more bilevel decision making problems and possess some new advantages. We also discuss the comparison of the three models and present some new topics in this research field.

Original languageEnglish
Title of host publicationRough Sets and Knowledge Technology - First International Conference, RSKT 2006, Proceedings
PublisherSpringer Verlag
Pages530-537
Number of pages8
ISBN (Print)3540362975, 9783540362975
DOIs
StatePublished - 2006
Externally publishedYes
EventFirst International Conference on Rough Sets and Knowledge Technology, RSKT 2006 - Chongqing, China
Duration: 24 Jul 200626 Jul 2006

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume4062 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceFirst International Conference on Rough Sets and Knowledge Technology, RSKT 2006
Country/TerritoryChina
CityChongqing
Period24/07/0626/07/06

Keywords

  • Bilevel decision
  • Granule set
  • Rough set
  • Tolerance granular space

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