ampl-lecture

Diet lecture

Introduction to Linear and Integer Programming

intro_to_linear_prorgramming.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: Basic introduction to linear programming and AMPL via a lemonade stand example

Introduction to Mathematical Optimization

intro_to_optimization.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: Basic introduction to optimization and AMPL via unconstrained optimization

Network Linear Programs

network.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: Basic introduction to network linear programms and AMPL via max flow and shortest path problems

Production Model

production_model.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: Basic introduction to AMPL’s indexed entities and the Pygwalker Python package via a lemonade stand example

Steel industry problem

steel_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: model for steel production problem

Transportation problem

transp_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: an AMPL model for the transportation problem