ampl-lecture#

Diet and Other Input Models: Minimizing Costs#

Notebooks > Diet and Other Input Models: Minimizing Costs
diet_case_study.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: Diet case study, Chapter 2 from the AMPL book adapted to Python
Tags: amplpy, ampl-lecture
Author: Marcos Dominguez Velad (25 notebooks) <marcos@ampl.com>

Introduction to Linear and Integer Programming#

Notebooks > 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
Tags: ampl-lecture, amplpy, ampl, introduction, linear-programming, lemonade-stand
Author: Gyorgy Matyasfalvi (15 notebooks) <gyorgy@ampl.com>

Introduction to Mathematical Optimization#

Notebooks > 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
Tags: ampl-lecture, amplpy, ampl, introduction, optimization, convexity, unconstrained
Author: Gyorgy Matyasfalvi (15 notebooks) <gyorgy@ampl.com>

Network Linear Programs#

Notebooks > 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
Tags: ampl-lecture, amplpy, ampl, introduction, linear-programming, max-flow, shortest-path
Author: Gyorgy Matyasfalvi (15 notebooks) <gyorgy@ampl.com>

Production Model: lemonade stand example#

Notebooks > Production Model: lemonade stand example
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
Tags: ampl-lecture, amplpy, ampl, introduction, linear-programming, sets, indexing, lemonade-stand
Author: Gyorgy Matyasfalvi (15 notebooks) <gyorgy@ampl.com>

Steel industry problem#

Notebooks > Steel industry problem
steel_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: model for steel production problem
Tags: ampl-only, ampl-lecture, industry
Author: Marcos Dominguez Velad (25 notebooks) <marcos@ampl.com>

Transportation problem#

Notebooks > Transportation problem
transp_lecture.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: an AMPL model for the transportation problem
Tags: ampl-only, ampl-lecture
Author: Marcos Dominguez Velad (25 notebooks) <marcos@ampl.com>