Probably some sort of regression for the prediction part, and perhaps linear programming for the price optimization, since there are probably some nontrivial (b

Probably some sort of regression for the prediction part, and perhaps linear programming for the price optimization, since there are probably some nontrivial (but possibly linear?) constraints on pricing.