Rough Set Rules Fusion in a Multi-agent Architecture

Rules set fusion is still an unsolved problem of Rough set theory. In this paper, a novel approach is proposed based on multi_ agent architecture. There are two kinds of agents in this multi_ agent: the arbitrator agent (AA) and the rough set agent (RSA), and two concepts are defined: relativity and...

Full description

Saved in:
Bibliographic Details
Main Authors: HongXiang Gong, Guo Sen, Wang Ping, Zhao An
Format: Conference Proceeding
Language:English
Subjects:
Data mining
Decision trees
Fusion power generation
Fuzzy sets
Information management
Information systems
Information technology
multi_ agent
Pattern recognition
Rough set
rule fusion
Rule generation
Seminars
Set theory
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:Rules set fusion is still an unsolved problem of Rough set theory. In this paper, a novel approach is proposed based on multi_ agent architecture. There are two kinds of agents in this multi_ agent: the arbitrator agent (AA) and the rough set agent (RSA), and two concepts are defined: relativity and related object set (ROS). These rough set agents are autonomously construct its own rules based on ROS. In the procession of fusion of rules set, RSA is able to cooperate with other rough set agents in the control of AA, and modify its own rules set corresponsive. We present an example to illustrate this method.
DOI:10.1109/ISBIM.2008.43