Question: For the following problem, provide the mathematical programming formulation that would find the optimal solution to it . Clearly, indicate all set ( s )

For the following problem, provide the mathematical programming formulation that would find
the optimal solution to it. Clearly, indicate all set(s)(6 points), parameter(s)(6 points), variable(s)
(6 points), objective function (6 points), and constraint(s)(6 points).
You are a door-to-door vendor of cookies, and you have a list of clients denoted by the set C. Each client i
has a probability \alpha it of purchasing your product, which depends on both the time t and the specific client.
The quantity that each client i will buy is denoted by \beta i, which is client-dependent but not time-dependent.
Your objective is to maximize the expected value of sales during your shift.
However, there are several constraints to consider. Your workday lasts 8 hours, and you can only visit two
clients during each hour. Additionally, you can only visit each client once. The city is divided into two
zones, Zone A and Zone B. If you choose to visit a client in Zone A, you cannot visit a client in Zone B
during the same hour.Furthermore, there is a subset of clients M C who can only be visited during the
afternoon, after t >4). You must ensure that these clients are visited at the appropriate times. Lastly, to
cover transportation costs, the expected sales value from the clients visited during each hour must exceed
a minimum threshold \gamma t.
3

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