03819cam a2200373 i 4500 22545389 CSPC 20260721160416.0 220513s2023 njua b 001 0 eng 2022022458 9789811259685 (hardcover) 22545389 DLC eng rda DLC DLC CSPC pcc HD38.5 .L495 2023 658.70285 23/eng/20220513 L612o Li, Haitao, 1976- author. Optimization modeling for supply chain applications / Haitao Li. Hackensack, New Jersey : World Scientific, 2023. xxvi, 442 pages : illustrations ; 24 cm. text txt rdacontent unmediated n rdamedia volume nc rdacarrier Includes bibliographical references and index. Part I. Modeling methodologies -- Introduction and overview -- Linear programming -- Integer programming -- Network optimization -- Quadratic unconstrained binary optimization (QUBO) modeling -- Constraint programming -- Part II. Supply chain applications -- Supply chain network design -- Production planning -- Resource planning -- Supply chain configuration -- Machine scheduling -- Resource-constrained project scheduling -- Traveling salesman problem and its variants -- Vehicle routing problem and its variants -- Credit term optimization. "How to design an efficient and cost-effective logistics network? How to plan procurement, production, and transportation to meet customer demand with minimum operating costs? How to sequence jobs through machines for on-time order completion? And how to dispatch vehicles and schedule their routes to serve customers efficiently? Answers to these questions are key to effective and efficient supply chain operations. This book provides a systematic and comprehensive coverage of data-driven optimization modeling techniques and their applications in supply chain management. From the methodological perspective, it introduces various model building techniques including mathematical programming (linear and integer programming), network optimization, and constraint programming. From the application perspective, it covers the topics of supply chain network design, production planning, supply chain configuration, machine scheduling, and vehicle routing, among others. It also introduces the state-of-the-art optimization modeling software, the CPLEX OPL Studio, as a powerful and accessible tool for implementing the modeling techniques and solution methods in this book. Sample codes will be available upon purchase of the book. This book is essential reading material for researchers and students in business, data analytics, industrial engineering, computer science and applied math who would like to learn optimization modeling in the context of supply chains. It is also suitable for practitioners and consultants in industry who would like to understand the behind-the-scene techniques in off-the-shelf commercial optimization software. As a textbook, it can be used for an advanced undergraduate or graduate course in supply chain management, operations management, data analytics, economics, and industrial engineering"-- Provided by publisher. Business logistics. Business logistics Mathematical models. Business logistics Technological innovations. 7 cbc orignew 1 ecip 20 y-gencatlg ddc BK 23 658.70285 L612o GRD 2023 0 0 0 ddc 0 0 CSPC CSPC GRD 2026-07-23 0 GRD 658.70285 L612o 2023 031978 2026-07-21 16:05:07 1-1 2026-07-23 BK 32710 32710