ID 110705
Author
Uwate, Yoko Department of Electrical and Electronic Engineering, Tokushima University Tokushima University Educator and Researcher Directory KAKEN Search Researchers
Nishio, Yoshifumi Department of Electrical and Electronic Engineering, Tokushima University Tokushima University Educator and Researcher Directory KAKEN Search Researchers
Ueta, Tetsushi Center for Advanced Information Technology, Tokushima University Tokushima University Educator and Researcher Directory KAKEN Search Researchers
Kawabe, Tohru Institute of Information Sciences and Electronics, University of Tsukuba
Ikeguchi, Tohru Graduate School of Science and Engineering, Saitama University
Keywords
chaos
intermittency
burst noise
neural network
combinatorial optimization problems
QAP
Content Type
Journal Article
Description
In this paper, performance of chaos and burst noises injected to the Hopfield Neural Network for quadratic assignment problems is investigated. For the evaluation of the noises, two methods to appreciate finding a lot of nearly optimal solutions are proposed. By computer simulations, it is confirmed that the burst noise generated by the Gilbert model with a laminar part and a burst part achieved the good performance as the intermittency chaos noise near the three-periodic window.
Journal Title
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
ISSN
09168508
NCID
AA10826239
Publisher
The Institute of Electronics, Information and Communication Engineers
Volume
E87-A
Issue
4
Start Page
937
End Page
943
Sort Key
937
Published Date
2004-04-01
Remark
(c)2004 The Institute of Electronics, Information and Communication Engineers
IEICE Transactions Online TOP:http://search.ieice.org/
EDB ID
URL ( Publisher's Version )
FullText File
language
eng
TextVersion
Publisher
departments
Science and Technology
Center for Administration of Information Technology