Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
Now we have the alpha and lambda parameters for each product, we can start thinking about the non-linear optimisation… Non-linear programming We start by setting collating all the required information for the optimisation: A list of all the products The total promotional budget The budget ranges