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Creating Network Flow Models
- Network models in practice:
- Reasons for pervasiveness
- Real-world case studies
- Categories of network models:
- Pure networks: transportation, transshipment, assignment, shortest path, maximal flow
- Generalized flow models: networks with gains and losses
- Constrained networks: multicommodity, side-constrained
- Nonlinear networks, including fixed-charge models
- NETFORM Modeling techniques
- Basic constructs
- Structuring network model components
- Dynamic models
- Goal-based and multiobjective models
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Network Optimization Algorithms
- Review of linear programming
- Network simplex algorithms for all model categories
- Primal-dual and auction algorithms
- Software development: data structures, development and testing of computer codes
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Examinations: Two exams, no comprehensive final
Homework assignments given. No computer programming will be required.
Texts:
- Ahuja, Magnanti, Orlin, Network Flows, Prentice-Hall, ISBN 013617549X (recommended)
- Glover, Klingman, Phillips, Network Models in Optimization and their Application in Practice, John Wiley, ISBN 0471571385 (required)
- Barr, Class notes, to be distributed
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