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Paper Abstract and Keywords
Presentation 2023-03-16 16:05
Online Optimization of Pickup and Delivery Problem Considering Demand Forecasting
Ryo Matsuoka, Koichi Kobayashi, Yuh Yamashita (Hokkaido Univ.) MSS2022-91 NLP2022-136
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we consider an online pickup and delivery problem. Online optimization is to solve the pickup and delivery problem at a certain sampling time and update the route. The delivery area is modeled as an undirected graph. We consider the problem in which demand forecasting is taken into account under the constraints on the delivery of goods. This problem is reduced to a mixed integer linear programming (MILP) problem. By solving the MILP problem at a time-varying interval, we can realize optimal delivery when the number of orders changes rapidly with time.
Keyword (in Japanese) (See Japanese page) 
(in English) Online pickup and delivery problem / Mixed integer linear programming problem / Fuel constraints / Demand forecasting / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 435, MSS2022-91, pp. 136-139, March 2023.
Paper # MSS2022-91 
Date of Issue 2023-03-08 (MSS, NLP) 
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 MSS2022-91 NLP2022-136

Conference Information
Committee NLP MSS  
Conference Date 2023-03-15 - 2023-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To MSS 
Conference Code 2023-03-NLP-MSS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Online Optimization of Pickup and Delivery Problem Considering Demand Forecasting 
Sub Title (in English)  
Keyword(1) Online pickup and delivery problem  
Keyword(2) Mixed integer linear programming problem  
Keyword(3) Fuel constraints  
Keyword(4) Demand forecasting  
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1st Author's Name Ryo Matsuoka  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Koichi Kobayashi  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Yuh Yamashita  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker Author-1 
Date Time 2023-03-16 16:05:00 
Presentation Time 20 minutes 
Registration for MSS 
Paper # MSS2022-91, NLP2022-136 
Volume (vol) vol.122 
Number (no) no.435(MSS), no.436(NLP) 
Page pp.136-139 
#Pages 4 
Date of Issue 2023-03-08 (MSS, NLP) 

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