Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2014-01-21 13:50
Solving Optimization Problems Using DS-net and IDL model
Yuto Watanabe (Tohoku Univ.), Yoshihiro Hayakawa (SNCT), Shigeo Sato, Koji Nakajima (Tohoku Univ.) NLP2013-137
Abstract (in Japanese) (See Japanese page) 
(in English) The Inverse function DelayLess (IDL) model has been proposed as one of novel neural models. Since the IDL model can set the approximate unstable region in the output space due to the two effects of the acceleration function and the difference of the equation, it is an effective tool to avoid local minimum problems for the purpose of searching a best solution of combinatorial optimization problem(COP). However, the COP including a cost function, as typified by the Traveling Salesman Problem, required the higher order synapse connections, hence it was serious problem that both the number of synapse connections and calculation time increase rapidly. In this study, we tried to overcome these problems to use the DS-net which has a network with constraints terms and a cost term. Consequentially we achieved 100% success rate by avoiding local minima perfectly and also succeeded to make the calculation time significantly short.
Keyword (in Japanese) (See Japanese page) 
(in English) Neural Network / DS-net / Inverse Function Delayless Model / Combinatorial Optimization Problem / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 383, NLP2013-137, pp. 45-50, Jan. 2014.
Paper # NLP2013-137 
Date of Issue 2014-01-14 (NLP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2013-137

Conference Information
Committee NLP  
Conference Date 2014-01-21 - 2014-01-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Niseko Park Hotel 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NLP 
Conference Code 2014-01-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Solving Optimization Problems Using DS-net and IDL model 
Sub Title (in English)  
Keyword(1) Neural Network  
Keyword(2) DS-net  
Keyword(3) Inverse Function Delayless Model  
Keyword(4) Combinatorial Optimization Problem  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuto Watanabe  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Yoshihiro Hayakawa  
2nd Author's Affiliation Sendai National College of Technology (SNCT)
3rd Author's Name Shigeo Sato  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
4th Author's Name Koji Nakajima  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2014-01-21 13:50:00 
Presentation Time 20 minutes 
Registration for NLP 
Paper # NLP2013-137 
Volume (vol) vol.113 
Number (no) no.383 
Page pp.45-50 
#Pages 6 
Date of Issue 2014-01-14 (NLP) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan