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Optimization Modeling with LINGO
by Linus Schrage
Concise Contents
Table of Contents………………………………………………………………iii
Preface and Acknowledgements……………………………………………xiii
Chapter 1 - What is Optimization?…………………………………………001
Chapter 2 - Solving Math Programs with LINGO…………………………021
Chapter 3 - Analyzing Solutions……………………………………………033
Chapter 4 - The Model Formulation Process……………………………051
Chapter 5 - The Sets View of the World…………………………………065
Chapter 6 - Product Mix Problems…………………………………………095
Chapter 7 - Covering, Staffing & Cutting Stock Models…………………107
Chapter 8 - Networks, Distribution and PERT/CPM……………………137
Chapter 9 - Multi-period Planning Problems……………………………197
Chapter 10 - Blending of Input Materials…………………………………225
Chapter 11 - Formulating and Solving Integer Programs………………261
Chapter 12 - Decision Making Under Uncertainty and Stochastic
Programs……………………………………………………321
Chapter 13 - Portfolio Optimization………………………………………357
Chapter 14 - Multiple Criteria and Goal Programming…………………397
Chapter 15 - Economic Equilibria and Pricing……………………………424
Chapter 16 - Game Theory and Cost Allocation…………………………453
Chapter 17 - Inventory, Production, and Supply Chain Management…469
Chapter 18 - Design & Implementation of Service and Queuing Systems
………………………………………………………507
Chapter 19 - Design & Implementation of Optimization-Based Decision
Support Systems……………………………………………531
Index…………………………………………………………………………551
References…………………………………………………………………561
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