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Pyomo Workshop
Pyomo Fundamentals
Knapsack Problem: Exercises 1
Knapsack: Exercise 1.1 - Basic Example
Knapsack: Exercise 1.2 - Improved Solution Display
Knapsack: Exercise 1.3 - Sensitivity Analysis
Knapsack: Exercise 1.4 - Loading Data from Excel
Knapsack: Exercise 1.5 - NLP vs MIP Solvers
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 Optimization Exercises
Parameter Estimation 1
Parameter Estimation Example 2: Kinetic Parameter Estimation
Small Collocation Example
Collocation Matrix
Small DAE Example
Small Finite Difference Example
Generalized Disjunctive Programming (GDP) Exercises
Strip Packing
References
Repository
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