8:30am | Breakfast |
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9:00am – 11:00am | - Mixed-integer Linear Programming
- Major Types Integer and Mixed-integer Constraints
- Algorithms: Branch and Bound
- Logic Based Optimization and Disjunctive Programming
- Propositional Logic for Formulating Constraints
- Examples of Logic Constraints
- Convex Hull and Big-M Reformulations
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2:30pm - 3:30pm | - Mixed-integer Nonlinear Programming
- Branch and Bound, Outer-approximation, Benders Decomposition, Extended Cutting Plane
- DICOPT: Examples Parameter Estimation, Synthesis Heat Exchanger Networks
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3:30pm - 3:45pm | Coffee break |
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3:45pm - 4:45pm | - Generalized Disjunctive Programming
- Logic-based Methods and Reformulation
- Global Optimization
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April 20, 2016
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8:30am | Breakfast |
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9:00am - 10:30am | - Introduction and Roadmap to Scheduling Problems
- Batch Scheduling: Single Stage, Parallel Units
- Batch Scheduling: Multi-stage Plants
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10:30am - 10:45am | Coffee break |
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10:45am - 11:45am | - Flowshop Scheduling
- State-task and Resource-task Network
- Discrete and Continuous Time Models
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1:30pm - 3:00pm | - Scheduling of Continuous Multistage Plants
- Refinery Scheduling and Blending
- Multi-site Production Planning
- Supply Chain Models
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3:00pm - 3:15pm | Coffee break |
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3:15pm - 4:30pm | - Constraint Programming
- Hybrid Methods for Scheduling: Single Stage and STN
- Decomposition Methods for Planning and Scheduling: Lagrangean and Bi-level Methods
- Closing comments, end of short course
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