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 2018-07-27 14:00
Evaluation for Obtaining the Pareto Solutions of a Bi-Objective Network with All-Terminal Reliability by Genetic Algorithm
Tomoaki Akiba (CIT), Natsumi Takahashi (AGU) R2018-11
Abstract (in Japanese) (See Japanese page) 
(in English) There are many network systems in the real world, for example, Internet, electricity network and traffic network. In this study, we consider Bi-objective network design problem, in which all-terminal reliability is maximizing all-terminal reliability and construction/operation/maintenance costs are minimized. In the general, it is a rare case that a network system considered in the problem has maximum all-terminal reliability and costs, that is, is optimum for both of all-terminal reliability and cost. Therefore, we consider more efficient algorithm for obtaining the Pareto solutions of above bi-objective network problem. In the existing studies, the algorithm for Pareto solutions of the all-terminal reliability and cost are proposed. However, these algorithms require much time to obtain Pareto solutions as the number of nodes or edges become large. So, we propose efficient algorithm for obtaining the Pareto solutions by genetic algorithm in this study. Numerical experiments shows the solutions by the proposed algorithm can be calculate bi-objective network as over 8 nodes. It is better than the existing algorithms. However, results of obtained rate of exact Pareto solutions shows that the proposed algorithm is not better than the existing algorithms.
Keyword (in Japanese) (See Japanese page) 
(in English) Multi-objective network / All-terminal reliability / Pareto solutions / Genetic Algorithm / Quasi-optimization / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 161, R2018-11, pp. 1-6, July 2018.
Paper # R2018-11 
Date of Issue 2018-07-20 (R) 
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 R2018-11

Conference Information
Committee R  
Conference Date 2018-07-27 - 2018-07-27 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Reliability theory, Reliability for communication network, Overall reliability engineering 
Paper Information
Registration To R 
Conference Code 2018-07-R 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation for Obtaining the Pareto Solutions of a Bi-Objective Network with All-Terminal Reliability by Genetic Algorithm 
Sub Title (in English)  
Keyword(1) Multi-objective network  
Keyword(2) All-terminal reliability  
Keyword(3) Pareto solutions  
Keyword(4) Genetic Algorithm  
Keyword(5) Quasi-optimization  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Tomoaki Akiba  
1st Author's Affiliation Chiba Institute of Technology (CIT)
2nd Author's Name Natsumi Takahashi  
2nd Author's Affiliation Aoyama Gakuin University (AGU)
3rd Author's Name  
3rd Author's Affiliation ()
4th Author's Name  
4th Author's Affiliation ()
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 ()
Speaker Author-1 
Date Time 2018-07-27 14:00:00 
Presentation Time 25 minutes 
Registration for R 
Paper # R2018-11 
Volume (vol) vol.118 
Number (no) no.161 
Page pp.1-6 
#Pages
Date of Issue 2018-07-20 (R) 


[Return to Top Page]

[Return to IEICE Web Page]


The Institute of Electronics, Information and Communication Engineers (IEICE), Japan