[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-125370-en":3,"doc-seo-125370-105":31,"detail-sidebar-cat-0-en-105":93},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"doc_content":15,"file_id":16,"file_url":17,"file_type":18,"file_size":19,"view_count":4,"is_deleted":4,"is_public":20,"is_downloadable":20,"audit_status":20,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":28,"update_tm":29,"read_time":30},125370,13056703019662,"Evangeline","https://ap-avatar.wpscdn.com/avatar/be000253a8e92610077?_k=1778726343310543188",8,"Research & Report","Machine learning for Time Slot Management in Grocery Delivery ","\u003Cp>博士论文聚焦于生鲜与日常杂货配送中的时间槽（time slot）管理问题，面向预约履约与运力约束，构建并评估机器学习方法以提升时间窗分配的效率与可行性。研究以杂货配送场景为核心，在数据驱动的预测与决策框架下，探索更稳健的调度策略以降低不确定性带来的服务偏差。成果可为城市物流与在线履约系统中的时间管理提供可迁移的技术思路。\u003C/p>","\u003Cp>EUR Research Information Portal  \u003C/p>\u003Cp>Machine learning for time slot management in grocery delivery  \u003C/p>\u003Cp>Publication status and date:  \u003C/p>\u003Cp>Published: 27/03/2025  \u003C/p>\u003Cp>Document Version  \u003C/p>\u003Cp>Publisher's PDF, also known as Version of record  \u003C/p>\u003Cp>Citation for the published version (APA):  \u003C/p>\u003Cp>van der Hagen, L. (2025) . Machine learning for time slot management in grocery delivery. [Doctoral Thesis, Erasmus University Rotterdam] . Erasmus University Rotterdam (EUR) .  \u003C/p>\u003Cp>Link to publication on the EUR Research Information Portal  \u003C/p>\u003Cp>Terms and Conditions of Use  \u003C/p>\u003Cp>Except as permitted by the applicable copyright law, you may not reproduce or make this material available to any third party without the prior written permission from the copyright holder(s) . Copyright law allows the following uses of this material without prior permission:  \u003C/p>\u003Cp>• you may download, save and print a copy of this material for your personal use only;  \u003C/p>\u003Cp>• you may share the EUR portal link to this material.  \u003C/p>\u003Cp>In case the material is published with an open access license (e.g. a Creative Commons (CC) license), other uses may be allowed. Please check the terms and conditions of the specific license.  \u003C/p>\u003Cp>Take-down policy  \u003C/p>\u003Cp>If you believe that this material infringes your copyright and/or any other intellectual property rights, you may request its removal by contacting us at the following email address: [openaccess.library@eur.nl. Please](openaccess.library@eur.nl. Please) provide us with all the relevant information, including the reasons why you believe any of your rights have been infringed. In case of a legitimate complaint, we will make the material inaccessible and/or remove it from the website.  \u003C/p>\u003Cp>Liana van der Hagen  \u003C/p>\u003Cp>Machine Learning for Time Slot Management in Grocery Delivery  \u003C/p>\u003Cp>Machine Learning for Time Slot Management in Grocery Delivery  \u003C/p>\u003Cp>Machine Learning for Time Slot Management in  \u003C/p>\u003Cp>Grocery Delivery  \u003C/p>\u003Cp>Machine learning voor het beheer van tijdvensters voor het bezorgen  \u003C/p>\u003Cp>van boodschappen  \u003C/p>\u003Cp>Thesis  \u003C/p>\u003Cp>to obtain the degree of Doctor from the  \u003C/p>\u003Cp>Erasmus University Rotterdam  \u003C/p>\u003Cp>by command of the  \u003C/p>\u003Cp>Rector Magnificus  \u003C/p>\u003Cp>[Prof.dr.ir. A.J. Schuit](Prof.dr.ir. A.J. Schuit)  \u003C/p>\u003Cp>and in accordance with the decision of the Doctorate Board.  \u003C/p>\u003Cp>The public defence shall be held on  \u003C/p>\u003Cp>Thursday 27 March 2025 at 15:30 hrs  \u003C/p>\u003Cp>by  \u003C/p>\u003Cp>Liana van der Hagen  \u003C/p>\u003Cp>born in Rijswijk, The Netherlands.  \u003C/p>\u003Cp>Doctoral committee  \u003C/p>\u003Cp>Promotors: [Prof.dr.ir. N.A.H. Agatz](Prof.dr.ir. N.A.H. Agatz)  \u003C/p>\u003Cp>[Prof.dr.ir. M.B.M. de Koster](Prof.dr.ir. M.B.M. de Koster)  \u003C/p>\u003Cp>Other members: Prof.dr. M. Fleischmann  \u003C/p>\u003Cp>Dr. S. Sharif Azadeh  \u003C/p>\u003Cp>Prof.dr. A.P.M. Wagelmans  \u003C/p>\u003Cp>Co-promotor: Dr. R. Spliet  \u003C/p>\u003Cp>Erasmus Research Institute of Management-ERIM  \u003C/p>\u003Cp>The joint research institute of the Rotterdam School of Management (RSM) and the Erasmus School of Economics (ESE) at the Erasmus University Rotterdam Internet: [www.erim.eur.nl](www.erim.eur.nl)  \u003C/p>\u003Cp>ERIM PhD Series in Research in Management, 595 ERIM reference number: EPS-2024-595-LIS  \u003C/p>\u003Cp>ISBN 978-90-5892-719-4 ©2024, Liana van der Hagen  \u003C/p>\u003Cp>Cover image: Marijke van Zuilen, [marijkevanzuilen@gmail.com](marijkevanzuilen@gmail.com)[ ](marijkevanzuilen@gmail.com)Cover design: PanArt, [www.panart.nl](www.panart.nl)  \u003C/p>\u003Cp>Print: OBT bv, [www.obt.eu](www.obt.eu)  \u003C/p>\u003Cp>All rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means electronic or mechanical, including photocopying, recording, or by any information storage and retrieval system, without permission in writing from the author.  \u003C/p>\u003Cp>This publication (cover and interior) is printed on certified FSC® paper PlanoSuperior.  \u003C/p>\u003Cp>Acknowledgements  \u003C/p>\u003Cp>The completion of this dissertation is a very special milestone, and I am extremely grateful for the support and encouragement I have received from many people along the way. I would like to express my sincere appreciation to all those who have made my PhD journey not only fruitful, but also a very pleasant experience.  \u003C/p>\u003Cp>First of all I would like to thank my supervisors, Niels Agatz, René de Kost\u003C/p>","cbCailV1HMFtgWp5","https://ap.wps.com/l/cbCailV1HMFtgWp5","pdf",11902505,1,144,"English","en",105,"# Acknowledgements\n## Supervisors and doctoral committee\n## City Logistics Living Lab (CILOLAB) project\n## Collaboration with ORTEC and Albert Heijn Online","[{\"question\":\"本论文研究的核心问题是什么？\",\"answer\":\"论文聚焦杂货配送中的时间槽（time slot）管理与履约调度，以提升时间窗分配与配送安排的效果。\"},{\"question\":\"论文的研究场景与合作对象有哪些？\",\"answer\":\"研究与City Logistics Living Lab（CILOLAB）项目相关，并提到与ORTEC以及Albert Heijn Online的合作，同时通过配送实地体验与多次访问Albert Heijn总部支持研究。\"},{\"question\":\"论文的答辩信息是什么？\",\"answer\":\"公开答辩于2025年3月27日（星期四）15:30举行，作者为Liana van der Hagen。\"}]","Machine learning for Time Slot Management in Grocery Delivery | PDF","博士论文聚焦于生鲜与日常杂货配送中的时间槽（time slot）管理问题，面向预约履约与运力约束，构建并评估机器学习方法以提升时间窗分配的效率与可行性。研究以杂货配送场景为核心，在数据驱动的预测与决策框架下，探索更稳健的调度策略以降低不确定性带来的服务偏差。成果可为城市物流与在线履约系统中的时间管理提供可迁移的技术思路。",1785898659,363,{"code":4,"msg":32,"data":33},"ok",{"site_id":24,"language":23,"slug":34,"title":35,"keywords":36,"description":28,"schema_data":37,"social_meta":88,"head_meta":90,"extra_data":92,"updated_unix":29},"machine-learning-for-time-slot-management-in-grocery-delivery-phd-thesis","Machine learning for Time Slot Management in Grocery Delivery","",{"@graph":38,"@context":87},[39,56,70],{"@type":40,"itemListElement":41},"BreadcrumbList",[42,46,50,53],{"item":43,"name":44,"@type":45,"position":20},"https://docshare.wps.com","Home","ListItem",{"item":47,"name":48,"@type":45,"position":49},"https://docshare.wps.com/document/","Document",2,{"item":51,"name":12,"@type":45,"position":52},"https://docshare.wps.com/document/research-report/",3,{"item":54,"name":35,"@type":45,"position":55},"https://docshare.wps.com/document/machine-learning-for-time-slot-management-in-grocery-delivery-phd-thesis/125370/",4,{"url":54,"name":35,"@type":57,"author":58,"headline":35,"publisher":60,"fileFormat":63,"inLanguage":23,"description":28,"dateModified":64,"datePublished":64,"encodingFormat":63,"isAccessibleForFree":65,"interactionStatistic":66},"DigitalDocument",{"name":9,"@type":59},"Person",{"url":43,"name":61,"@type":62},"DocShare","Organization","application/pdf","2026-08-05",true,{"@type":67,"interactionType":68,"userInteractionCount":4},"InteractionCounter",{"@type":69},"ViewAction",{"@type":71,"mainEntity":72},"FAQPage",[73,79,83],{"name":74,"@type":75,"acceptedAnswer":76},"本论文研究的核心问题是什么？","Question",{"text":77,"@type":78},"论文聚焦杂货配送中的时间槽（time slot）管理与履约调度，以提升时间窗分配与配送安排的效果。","Answer",{"name":80,"@type":75,"acceptedAnswer":81},"论文的研究场景与合作对象有哪些？",{"text":82,"@type":78},"研究与City Logistics Living Lab（CILOLAB）项目相关，并提到与ORTEC以及Albert Heijn Online的合作，同时通过配送实地体验与多次访问Albert Heijn总部支持研究。",{"name":84,"@type":75,"acceptedAnswer":85},"论文的答辩信息是什么？",{"text":86,"@type":78},"公开答辩于2025年3月27日（星期四）15:30举行，作者为Liana van der Hagen。","https://schema.org",{"og:url":54,"og:type":89,"og:title":35,"og:site_name":61,"og:description":28},"article",{"robots":91,"canonical":54},"index,follow",{"doc_id":7,"site_id":24},{"code":4,"msg":5,"data":94},[95,99,103,107,112,117,122,125,130,133,137],{"id":20,"doc_module":4,"doc_module_name":48,"category_name":96,"show_sort_weight":97,"slug":98},"Story & Novel",90,"story-novel",{"id":49,"doc_module":4,"doc_module_name":48,"category_name":100,"show_sort_weight":101,"slug":102},"Literature",80,"literature",{"id":55,"doc_module":4,"doc_module_name":48,"category_name":104,"show_sort_weight":105,"slug":106},"Exam",70,"exam",{"id":108,"doc_module":4,"doc_module_name":48,"category_name":109,"show_sort_weight":110,"slug":111},5,"Comic",60,"comic",{"id":113,"doc_module":4,"doc_module_name":48,"category_name":114,"show_sort_weight":115,"slug":116},6,"Technology",50,"technology",{"id":118,"doc_module":4,"doc_module_name":48,"category_name":119,"show_sort_weight":120,"slug":121},7,"Healthcare",40,"healthcare",{"id":11,"doc_module":4,"doc_module_name":48,"category_name":12,"show_sort_weight":123,"slug":124},30,"research-report",{"id":126,"doc_module":4,"doc_module_name":48,"category_name":127,"show_sort_weight":128,"slug":129},9,"Religion & Spirituality",20,"religion-spirituality",{"id":128,"doc_module":4,"doc_module_name":48,"category_name":131,"show_sort_weight":128,"slug":132},"World Cup","world-cup",{"id":134,"doc_module":4,"doc_module_name":48,"category_name":135,"show_sort_weight":134,"slug":136},10,"Lifestyle","lifestyle",{"id":138,"doc_module":4,"doc_module_name":48,"category_name":139,"show_sort_weight":108,"slug":140},19,"General","general"]