Paper Abstract and Keywords |
Presentation |
2017-03-03 11:00
Application of Hierarchical Genetic Algorithm to Heterogeneous Fleet Vehicle Routing Problem and Modification of Genetic Operator Ryutaro Iida (Kyutech), Shudai Ishikawa (NIT, Oita College), Ryosuke Kubota (NITUC), Keiichi Horio (Kyutech) SIS2016-58 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, a genetic algorithm is applied to Heterogeneous Fleet Vehicle Routing Problem (HFVRP), and a new genetic operator is introduced to improve local search ability. In the proposed method, new individuals, which are modified based on elite individual, are produced. These new individuals are suitable for local search around the elite. The proposed method is applied to two kinds of customer arrangements, and the effectiveness of the method is verified by comparing to conventional methods. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Vehicle Routing Problem / Genetic Algorithm / Hierarchical Genetic Algorithm / Genetic Operator / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 482, SIS2016-58, pp. 91-94, March 2017. |
Paper # |
SIS2016-58 |
Date of Issue |
2017-02-23 (SIS) |
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) |
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SIS2016-58 |
Conference Information |
Committee |
SIS |
Conference Date |
2017-03-02 - 2017-03-03 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kanagawa Inst. Tech. Yokohama Office |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Soft Computing, etc. |
Paper Information |
Registration To |
SIS |
Conference Code |
2017-03-SIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Application of Hierarchical Genetic Algorithm to Heterogeneous Fleet Vehicle Routing Problem and Modification of Genetic Operator |
Sub Title (in English) |
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Keyword(1) |
Vehicle Routing Problem |
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Genetic Algorithm |
Keyword(3) |
Hierarchical Genetic Algorithm |
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Genetic Operator |
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1st Author's Name |
Ryutaro Iida |
1st Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
2nd Author's Name |
Shudai Ishikawa |
2nd Author's Affiliation |
National Institute of Technology, Oita Callege (NIT, Oita College) |
3rd Author's Name |
Ryosuke Kubota |
3rd Author's Affiliation |
National Institute of Technology, Ube Callege (NITUC) |
4th Author's Name |
Keiichi Horio |
4th Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
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Speaker |
Author-1 |
Date Time |
2017-03-03 11:00:00 |
Presentation Time |
20 minutes |
Registration for |
SIS |
Paper # |
SIS2016-58 |
Volume (vol) |
vol.116 |
Number (no) |
no.482 |
Page |
pp.91-94 |
#Pages |
4 |
Date of Issue |
2017-02-23 (SIS) |
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