Machine Learning, Linear Programming, Data Science.
main constraints are (1) a total budget constraint on how much we can spend on the incentives, and sometimes (2) a requirement that each rider or driver can be only given at most one incentive. Such allocation problems can be easily formulated as integer programming problems, which can be further