Innovations in Computational Logistics and Supply Chain Analytics: Theories, Methods, and Applications
暫譯: 計算物流與供應鏈分析的創新：理論、方法與應用
Alharbi, Ibraheem, Ben Ncir, Chiheb-Eddine, Qaffas, Alaa
- 出版商: Springer
- 出版日期: 2026-04-21
- 售價: $8,140
- 貴賓價: 9.5 折 $7,733
- 語言: 英文
- 頁數: 208
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3032029384
- ISBN-13: 9783032029386
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
This book discusses advances in computational logistics and supply chain analytics. The book includes innovative data-driven and learning-based approaches, methods, algorithms, techniques, and tools that have been designed or applied to create and implement a successful logistics and supply chain management process. The book describes new applications of machine learning and data analytic techniques to solve transport, logistic, and supply chain optimization problems. The book gives readers an overview of innovative design and applications of computational methods issued from machine learning and data analytics domains to automate and improve transport, logistic and supply chain processes. The authors also highlight the importance of embedding and using computational methods to improve transport, logistic and supply chain processes. The authors introduce case studies of logistic and supply chain processes improved using innovative learning-based or data-driven methods.
商品描述(中文翻譯)
本書討論了計算物流和供應鏈分析的進展。書中包含了創新的數據驅動和基於學習的方法、技術、算法和工具，這些方法和工具旨在創建和實施成功的物流與供應鏈管理過程。本書描述了機器學習和數據分析技術的新應用，以解決運輸、物流和供應鏈優化問題。書中為讀者提供了來自機器學習和數據分析領域的計算方法的創新設計和應用的概述，以自動化和改善運輸、物流和供應鏈過程。作者還強調了嵌入和使用計算方法以改善運輸、物流和供應鏈過程的重要性。作者介紹了使用創新的基於學習或數據驅動的方法改善的物流和供應鏈過程的案例研究。
作者簡介
Pr. Ibraheem Mubarak Alharbi received a BA degree from King Abdul Aziz University, Saudi Arabia, in 2002, a Master's and PhD degree from La Trobe University, Australia, in 2009. Currently, he serves as Full Professor in Department of Management Information Systems, College of Business, University of Jeddah, Jeddah, Saudi Arabia. His research interests include business and information ethics, information privacy and electronic commerce. He has published many research articles in reputed journals and participated in many international conferences.
Dr. Chiheb-Eddine Ben Ncir currently is Associate Professor at the University of Jeddah, Saudi Arabia and member of LARODEC laboratory (University of Tunis). He received his Ph.D in Computer science & management from Higher Institute of Management, University of Tunis, in 2014 and a HDR degree (Habilitation for the Supervision of Doctoral Research) in 2021. He occupied the position of Assistant professor at the Higher School of Digital Economy (University of Manouba, Tunisia) from 2015 to 2018. He is also a business intelligence and big data instructor at the IBM North Africa and Middle East. His research interests concern machine learning methods and data mining tools with a special emphasis on Big data clustering, disjoint and non-disjoint partitioning, kernel methods, as well as many other related fields. He is the author or co-author of more than 50 publications in several prestigious journals and conferences. He is a regular reviewer for many refereed international journals and is a co-editor of some Springer books.
Dr. Alaa A. Qaffas, Associate Professor, is currently the Vice-Dean for Research and Innovation, College of Business, University of Jeddah. Dr. Qaffas first received his B. Sc. degree in Computer Science from King Abdul-Aziz University, Jeddah, Saudi Arabia, in 2007. This was followed in 2010 by his award of the M. Sc. degree in computer Science from Hertfordshire University, Hatfield, United Kingdom. In 2016, Dr. Alaa has awarded the Ph.D. degree in Computer Science from the University of Warwick, Coventry, United Kingdom. He has over 17 years of experience in both academic and administration work. His research interests include cloud computing, cybersecurity, deep learning, intelligent systems, and business data analytics.
Dr Abdullah Alabdulkarim was appointed as Executive Director of the SLA by The Board of Directors of the Saudi Logistics Academy (SLA). Dr Abdullah is tasked with accomplishing the strategic objective of the SLA to create a world-class logistics and supply chain training center in the Kingdom of Saudi Arabia. Dr Abdullah gained his PhD in Industrial Engineering from Cranfield University. His research interest is in Simulation to be applied in different application such as maintenance, Healthcare etc. He has a wide range of practical expertise in strategic planning and implementation, business process, research, and innovation. He previously worked in a range of sectors from Education, and aviation, to financial regulatory institutions. He also, sits in the board of some private and non-profit organizations.
Dr. Monia Rekik is currently a full professor at the Department of operations and decision systems at Université Laval, Canada. She is member of the interuniversity research center on enterprise networks, logistics and transport (CIRRELT), of Centre de recherche CHU de Québec- Université Laval, and the cardiometabolic health, diabetes and obesity research network (CMDO). She holds an engineering degree in industrial engineering from the National School of Engineers of Tunis, Tunisia (ENIT), an M.A.SC in applied mathematics and a PhD in mathematical engineering from Polytechnique Montréal, Canada. She has expertise in mathematical modeling, combinatorial optimization and operations research techniques applied to different fields in industrial and healthcare sectors. Her main works are related to the optimization of personnel scheduling, production planning and scheduling, supply chain management, combinatorial auctions for transport operations procurement, and type 1 diabetes management. She has carried out numerous projects in collaboration with public and private organizations.
作者簡介(中文翻譯)
伊布拉欣·穆巴拉克·阿爾哈比（Pr. Ibraheem Mubarak Alharbi）於2002年獲得沙烏地阿拉伯阿卜杜勒阿齊茲國王大學的學士學位，並於2009年在澳洲拉卓伯大學獲得碩士及博士學位。目前，他擔任沙烏地阿拉伯吉達大學商學院管理資訊系的正教授。他的研究興趣包括商業與資訊倫理、資訊隱私及電子商務。他在多個知名期刊上發表了許多研究文章，並參加了多場國際會議。
奇赫布·艾丁·本·恩西爾（Dr. Chiheb-Eddine Ben Ncir）目前是沙烏地阿拉伯吉達大學的副教授，並且是突尼西亞大學LARODEC實驗室的成員。他於2014年在突尼西亞高等管理學院獲得計算機科學與管理的博士學位，並於2021年獲得HDR學位（博士研究指導資格）。他曾於2015年至2018年擔任突尼西亞馬努巴大學數位經濟高等學校的助理教授。他同時也是IBM北非及中東的商業智慧與大數據講師。他的研究興趣涉及機器學習方法和資料挖掘工具，特別強調大數據聚類、互斷與非互斷分割、核方法以及其他相關領域。他是50多篇在多個知名期刊和會議上發表的文章的作者或共同作者，並且是多本Springer書籍的共同編輯，還是多個國際期刊的定期審稿人。
阿拉·阿. 卡法斯博士（Dr. Alaa A. Qaffas）是副教授，目前擔任沙烏地阿拉伯吉達大學商學院的研究與創新副院長。卡法斯博士於2007年在沙烏地阿拉伯吉達的阿卜杜勒阿齊茲國王大學獲得計算機科學的學士學位，並於2010年在英國哈特菲爾德的赫特福德大學獲得計算機科學的碩士學位。2016年，卡法斯博士在英國考文垂的華威大學獲得計算機科學的博士學位。他在學術和行政工作方面擁有超過17年的經驗。他的研究興趣包括雲計算、網絡安全、深度學習、智能系統和商業數據分析。
阿卜杜拉·阿爾阿卜杜卡里姆博士（Dr. Abdullah Alabdulkarim）被沙烏地物流學院（SLA）董事會任命為執行董事。阿卜杜拉博士的任務是實現SLA的戰略目標，建立一個世界級的物流和供應鏈培訓中心於沙烏地阿拉伯王國。阿卜杜拉博士在克蘭菲爾德大學獲得工業工程的博士學位。他的研究興趣在於模擬應用於不同的領域，如維護、醫療保健等。他在戰略規劃與實施、商業流程、研究和創新方面擁有廣泛的實務專業知識。他曾在教育、航空和金融監管機構等多個行業工作，並且擔任一些私營和非營利組織的董事會成員。
莫尼亞·雷基克博士（Dr. Monia Rekik）目前是加拿大拉瓦爾大學運營與決策系的正教授。她是企業網絡、物流和運輸的跨大學研究中心（CIRRELT）、魁北克-拉瓦爾大學研究中心及心血管代謝健康、糖尿病和肥胖研究網絡（CMDO）的成員。她擁有突尼西亞國立工程師學校（ENIT）的工業工程學位、應用數學的碩士學位及來自加拿大蒙特婁理工學院的數學工程博士學位。她在數學建模、組合優化和運營研究技術方面擁有專業知識，並應用於工業和醫療保健領域。她的主要研究工作涉及人員排班、產量規劃與排程、供應鏈管理、運輸操作採購的組合拍賣以及1型糖尿病管理。她與公共和私營組織合作進行了多個項目。
