cplex (5 notebooks)#

AMPL Development Tutorial 6/6 – Implementing Benders Decomposition with ampls#

6_benders_ampls_stoch_floc.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: This concluding notebook in our six-part series delves into enhancing the efficiency of our decomposition algorithm by utilizing AMPL Solver Libraries (ampls).

Efficient Frontier with Google Sheets#

efficient_frontier.ipynb Open In Colab
Description: Efficient Frontier example using Google Sheets

Pricing Optimization (Price Elasticity of Demand)#

Pricing and target-market#

pricing_and_target_market.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: Formulate a pricing optimization and target-market problem as a MILP.

Retrieve Solution pool with AMPL and Gurobi#

solution_pool.ipynb Open In Colab Kaggle Gradient Open In SageMaker Studio Lab
Description: This notebook describes how to retrieve multiple solutions from the solver’s solution pool. Optimization problems usually have several optimal solutions, one is returned by the solver but the others are discarded. These alternative solutions can also be retrieved by AMPL.