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Pyomo Workshop
Pyomo Fundamentals
Exercises 1
1.1 Knapsack example:
1.2 Knapsack with improved printing:
1.3 Changing data:
1.4 Loading data from Excel:
1.5 NLP vs MIP:
Exercises 2
2.1 Knapsack problem with rules:
2.2 Integer formulation of the knapsack problem:
Exercises 3
3.1 Using the decorator notation for rules:
3.2 Changing Parameter values:
3.3 Integer cuts:
3.4 Putting it all together with the lot sizing example: (Hart et al., 2017)
Nonlinear Exercises
1.1 Alternative Initialization:
1.2 Evaluation errors:
1.3 Alternative Formulations:
1.4 Reactor design problem (Hart et al., 2017; Bequette, 2003):
Dynamic Exercises
Parameter Estimation 1
Parameter Estimation 2
Small collocation example
Collocation Matrix
Small Dae Example
Small Find Diff example
GDP Exercises
Strip Packing
References
Repository
Open issue
Index
