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 2024-08-01 10:10
Proposal of Maintaining Method of Genetic Diversity in Vehicle Routing Planning Using Genetic Algorithm
Takahiro Uchiya, Yuichiro Tateiwa (NIT) Consen2024-1
Abstract (in Japanese) (See Japanese page) 
(in English) The vehicle routing planning in logistics and pick-up and drop-off operations is a very burdensome task, and improving the efficiency of this task has become a challenge. The vehicle routing problem can be formulated as a Vehicle Routing Problem with Time Window (VRPTW), and research is still being conducted to optimize this problem with high accuracy. One of the methods is the Genetic Algorithm (GA). In this study, we focus on this GA and propose an optimization method that dynamically switches multiple crossovers according to the diversity of the gene population. Experiments were conducted using pick-up and drop-off data from a day-care facility for school children, and it was confirmed that the optimization accuracy was improved compared to the case where only a single crossover is used.
Keyword (in Japanese) (See Japanese page) 
(in English) Vehicle Routing Problem with Time Window / Genetic Algorithm / Crossover / Genetic Diversity / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 144, Consen2024-1, pp. 1-7, Aug. 2024.
Paper # Consen2024-1 
Date of Issue 2024-07-25 (Consen) 
ISSN 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 Consen2024-1

Conference Information
Committee Consen  
Conference Date 2024-08-01 - 2024-08-01 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto University Clock Tower Centennial Hall 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Consensus and Cocreation, etc. 
Paper Information
Registration To Consen 
Conference Code 2024-08-Consen 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Proposal of Maintaining Method of Genetic Diversity in Vehicle Routing Planning Using Genetic Algorithm 
Sub Title (in English)  
Keyword(1) Vehicle Routing Problem with Time Window  
Keyword(2) Genetic Algorithm  
Keyword(3) Crossover  
Keyword(4) Genetic Diversity  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Takahiro Uchiya  
1st Author's Affiliation Nagoya Institute of Technology (NIT)
2nd Author's Name Yuichiro Tateiwa  
2nd Author's Affiliation Nagoya Institute of Technology (NIT)
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 ()
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 2024-08-01 10:10:00 
Presentation Time 20 minutes 
Registration for Consen 
Paper # Consen2024-1 
Volume (vol) vol.124 
Number (no) no.144 
Page pp.1-7 
#Pages 7 
Date of Issue 2024-07-25 (Consen) 

[Return to Top Page]

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