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| Introduction to Spreadsheet Modeling for Optimization | |
| Elements of a Model | |
| Spreadsheet Models | |
| A Hierarchy for Analysis | |
| Optimization Software | |
| Using Solver | |
| Summary | |
| Homework | |
| Linear Programming Formulations: Allocation, Covering, and Blending Models | |
| Linear Models | |
| Allocation Models | |
| Blending Models | |
| Modeling Errors in Linear Programming | |
| Summary | |
| Homework | |
| Linear Programming Formulations: Network Models | |
| The Transportation Model | |
| The Assignment Model | |
| The Transshipment Model | |
| Features of Special Network Models | |
| Building Network Models with Balance Equations | |
| General Network Models with Expanding Flows | |
| General Network Models with Transformed Flows | |
| Summary | |
| Homework | |
| Sensitivity Analysis Linear Programs | |
| Sensitivity Analysis Transportation Example | |
| Sensitivity Analysis in the Allocation Example | |
| The Sensitivity Report and the Transportation Example | |
| The Sensitivity Report and the Allocation Example | |
| Degeneracy and Alternative Optima | |
| Patterns in Linear Programming Solutions | |
| Summary | |
| Homework | |
| Linear Programming Formulations: Data Envelopment Analysis | |
| A Graphical Perspective on DEA | |
| An Algebraic Perspective on DEA | |
| A Spreadsheet Model for DEA | |
| Indexing | |
| Finding Reference Sets and HCUs | |
| Assumptions and Limitations of DEA | |
| Summary | |
| Homework | |
| Integer Programming | |
| Using Solver with Integer Requirements | |
| Models with Binary Choice | |
| Models with Qualitative Constraints | |
| The Facility Location Model | |
| The Algorithm for Solving Integer Programs | |
| Summary | |
| Homework | |
| Nonlinear Programming | |
| One-Variable Models | |
| Local Optima and Search for an Optimum | |
| Two-Variable Models | |
| Nonlinear Models with Constraints | |
| Linearizations | |
| Summary | |
| Homework | |
| Heuristic Solutions with the Evolutionary Solver | |
| Features of the Evolutionary Solver | |
| An Illustrative Example: Nonlinear Regression | |
| The Machine-Sequence Problem Revisited | |
| The Traveling Salesperson Problem Revisited | |
| Multi-Machine Scheduling | |
| Two-Dimensional Location | |
| Group Assignment | |
| Summary | |
| Homework | |
| Software | |
| Graphical Methods in Linear Programming | |
| The Simplex Method | |
| Stochastic Programming. | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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