This is part of the optimization modeling portion of CAPD's short course. Module D is taught by Ignacio Grossman.

Schedule

8:30 a.m. - 10:00 a.m.

  • Mixed-integer Linear Programming
  • Major Types Integer and Mixed-integer Constraints
  • Algorithms: Branch and Bound
  • Example: Synthesis Separation Network

10:15 a.m. - 12:00 p.m.

  • Logic Based Optimization and Disjunctive Programming
  • Propositional Logic for Formulating Constraints
  • Examples of Logic Constraints
  • Convex Hull and Big-M Reformulations

1:00 p.m. - 2:15 p.m.

  • Generalized Disjunctive Programming
  • Logic-based Methods and Reformulation (LOGMIP)
  • Examples: Distillation Columns, Sequences
  • Flowsheet Synthesis

2:30 p.m. - 3:30 p.m.

  • Global Optimization: Bilinear MINLP
  • Application Water Networks
  • Global Optimization GDP Problems
  • Use of Basic Steps to Strengthen Lower Bounds

3:45 p.m. - 5:45 p.m.

  • Practice Session of Mixed-Integer Modeling

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