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001			22545389
003			CSPC
005			20260721160416.0
008			220513s2023 njua b 001 0 eng
010			_a 2022022458
020			_a9789811259685 _q(hardcover)
035			_a22545389
040			_aDLC _beng _erda _cDLC _dDLC _dCSPC
042			_apcc
050	0	0	_aHD38.5 _b.L495 2023
082	0	0	_a658.70285 _223/eng/20220513 _bL612o
100	1		_aLi, Haitao, _d1976- _eauthor.
245	1	0	_aOptimization modeling for supply chain applications / _cHaitao Li.
264		1	_aHackensack, New Jersey : _bWorld Scientific, _c2023.
300			_axxvi, 442 pages : _billustrations ; _c24 cm.
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
504			_aIncludes bibliographical references and index.
505	0		_aPart 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.
520			_a"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"-- _cProvided by publisher.
650		0	_aBusiness logistics.
650		0	_aBusiness logistics _xMathematical models.
650		0	_aBusiness logistics _xTechnological innovations.
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2ddc _cBK _e23 _h658.70285 _iL612o _kGRD _m2023 _n0
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