An improved learning of local search for fuzzy controller network

Catherine Vairappan; Shangce Gao; Hiroki Tamura; Zheng Tang

An improved learning of local search for fuzzy controller network

Catherine Vairappan^*, Shangce Gao, Hiroki Tamura, Zheng Tang

^*この論文の責任著者

工学科　知能情報工学コース

研究成果: ジャーナルへの寄稿 › 学術論文 › 査読

8 被引用数 (Scopus)

抄録

In this paper, we propose an improved version of local search learning for a fuzzy controller network. Local search learning has a reputation for fast convergence and straightforward. However premature convergence makes it unsuitable for optimization problems. Comparison with temporal back propagation and canonical local search showed that the proposed method converges faster and is suitable for fuzzy controller problem.

本文言語	英語
ページ（範囲）	1101-1113
ページ数	13
ジャーナル	International Journal of Innovative Computing, Information and Control
巻	5
号	4
出版ステータス	出版済み - 2009/04

ASJC Scopus 主題領域

ソフトウェア
理論的コンピュータサイエンス
情報システム
計算理論と計算数学

引用スタイル

@article{245e4030a00e412a87dfd6523eb7ebd9,

title = "An improved learning of local search for fuzzy controller network",

abstract = "In this paper, we propose an improved version of local search learning for a fuzzy controller network. Local search learning has a reputation for fast convergence and straightforward. However premature convergence makes it unsuitable for optimization problems. Comparison with temporal back propagation and canonical local search showed that the proposed method converges faster and is suitable for fuzzy controller problem.",

keywords = "Back propagation, Fuzzy controller, Local search",

author = "Catherine Vairappan and Shangce Gao and Hiroki Tamura and Zheng Tang",

year = "2009",

month = apr,

language = "英語",

volume = "5",

pages = "1101--1113",

journal = "International Journal of Innovative Computing, Information and Control",

issn = "1349-4198",

publisher = "IJICIC Editorial Office",

number = "4",

}

TY - JOUR

T1 - An improved learning of local search for fuzzy controller network

AU - Vairappan, Catherine

AU - Gao, Shangce

AU - Tamura, Hiroki

AU - Tang, Zheng

PY - 2009/4

Y1 - 2009/4

N2 - In this paper, we propose an improved version of local search learning for a fuzzy controller network. Local search learning has a reputation for fast convergence and straightforward. However premature convergence makes it unsuitable for optimization problems. Comparison with temporal back propagation and canonical local search showed that the proposed method converges faster and is suitable for fuzzy controller problem.

AB - In this paper, we propose an improved version of local search learning for a fuzzy controller network. Local search learning has a reputation for fast convergence and straightforward. However premature convergence makes it unsuitable for optimization problems. Comparison with temporal back propagation and canonical local search showed that the proposed method converges faster and is suitable for fuzzy controller problem.

KW - Back propagation

KW - Fuzzy controller

KW - Local search

UR - http://www.scopus.com/inward/record.url?scp=64349092351&partnerID=8YFLogxK

M3 - 学術論文

AN - SCOPUS:64349092351

SN - 1349-4198

VL - 5

SP - 1101

EP - 1113

JO - International Journal of Innovative Computing, Information and Control

JF - International Journal of Innovative Computing, Information and Control

IS - 4

ER -

An improved learning of local search for fuzzy controller network

抄録

ASJC Scopus 主題領域

フィンガープリント

引用スタイル