Rule acquisition and adjustment based on set-valued mapping

Yang Xu; Jun Liu; Da Ruan

doi:10.1016/S0020-0255(03)00188-9

Rule acquisition and adjustment based on set-valued mapping

Yang Xu, Jun Liu, Da Ruan

Research output › peer-review

Abstract

Based on the theory of set-valued mapping, a new approach on how to acquire fuzzy-rule sets from the corresponding relations between the group of data on the two universes of discourse is presented. Moreover, some theories and methods on how to adjust fuzzy-rule sets with the change of the group of data are established. Finally, a recurrence theorem of the group of data is also given.

Original language	English
Pages (from-to)	167-198
Number of pages	32
Journal	Information Sciences
Volume	157
Issue number	1-4
DOIs	https://doi.org/10.1016/S0020-0255(03)00188-9
State	Published - Dec 2003

ASJC Scopus subject areas

Software
Control and Systems Engineering
Theoretical Computer Science
Computer Science Applications
Information Systems and Management
Artificial Intelligence

Access to Document

10.1016/S0020-0255(03)00188-9License: Unspecified

Cite this

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title = "Rule acquisition and adjustment based on set-valued mapping",

abstract = "Based on the theory of set-valued mapping, a new approach on how to acquire fuzzy-rule sets from the corresponding relations between the group of data on the two universes of discourse is presented. Moreover, some theories and methods on how to adjust fuzzy-rule sets with the change of the group of data are established. Finally, a recurrence theorem of the group of data is also given.",

keywords = "Fuzzy rule acquisition, Fuzzy rule adjustment, Fuzzy rule representation, Set-valued mapping",

author = "Yang Xu and Jun Liu and Da Ruan",

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AU - Liu, Jun

AU - Ruan, Da

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AB - Based on the theory of set-valued mapping, a new approach on how to acquire fuzzy-rule sets from the corresponding relations between the group of data on the two universes of discourse is presented. Moreover, some theories and methods on how to adjust fuzzy-rule sets with the change of the group of data are established. Finally, a recurrence theorem of the group of data is also given.

KW - Fuzzy rule acquisition

KW - Fuzzy rule adjustment

KW - Fuzzy rule representation

KW - Set-valued mapping

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