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Optimization modeling for supply chain applications

By:

Li, Haitao

Material type: Text

TextPublication details: World Scientific Publishing Singapore 2024Description: 442 pISBN:

9798886130232

Subject(s):

DDC classification:

658.5 LI

Summary: This book offers a comprehensive overview of data-driven optimization modeling techniques and their applications in supply chain management. It covers various model building techniques, such as mathematical programming, network optimization, and constraint programming, and covers topics such as supply chain network design, production planning, supply chain configuration, machine scheduling, and vehicle routing. The book also introduces the state-of-the-art optimization modeling software, CPLEX OPL Studio, as a powerful tool for implementing these techniques. Sample codes are available upon purchase. This book is essential for researchers and students in business, data analytics, industrial engineering, computer science, and applied math, as well as practitioners and consultants in industry. It can be used as a textbook for advanced undergraduate or graduate courses in supply chain management, operations management, data analytics, economics, and industrial engineering. Sample codes will be available upon purchase.

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Book	Jammu General Stacks	Non-fiction	658.5 LI (Browse shelf(Opens below))	Available		IIMJ-9073

Total holds: 0

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Previous	658.5 JOH Service operations management : a strategic perspective	658.5 KHA Logistics and distribution management	658.5 LAR Toyota economic system : how leaders create true prosperity through financial congruency, dignity of work, and environmental stewardship	658.5 LI Optimization modeling for supply chain applications	658.5 LIN Augmented lean: a human-centric framework for managing frontline operations	658.5 LON Managing logistics systems : planning and analysis for a successful supply chain	658.5 MOR Manufacturing mastery: the path to building successful and enduring manufacturing businesses	Next

1. Introduction and Overview 2. Linear Programming 3. Integer Programming 4. Network Optimization 5. Quadratic Unconstrained Binary Optimization (QUBO) Modeling 6. Constraint Programming 7. Supply Chain Network Design 8. Production Planning 9. Resource Planning 10. Supply Chain Configuration 11. Machine Scheduling 12. Resource-Constrained Project Scheduling 13. Traveling Salesman Problem and Its Variants 14. Vehicle Routing Problem and Its Variants 15. Credit Term Optimization

This book offers a comprehensive overview of data-driven optimization modeling techniques and their applications in supply chain management. It covers various model building techniques, such as mathematical programming, network optimization, and constraint programming, and covers topics such as supply chain network design, production planning, supply chain configuration, machine scheduling, and vehicle routing. The book also introduces the state-of-the-art optimization modeling software, CPLEX OPL Studio, as a powerful tool for implementing these techniques. Sample codes are available upon purchase. This book is essential for researchers and students in business, data analytics, industrial engineering, computer science, and applied math, as well as practitioners and consultants in industry. It can be used as a textbook for advanced undergraduate or graduate courses in supply chain management, operations management, data analytics, economics, and industrial engineering. Sample codes will be available upon purchase.

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