Configuring the Optimization Tool (Looking for the Most optimal itemset within baskets)

[daltonhuneycutt]

Hey Everyone,

I am trying to configure the optimization tool in alteryx in a way that will allow me to solve the below problem.

I have over 1000 baskets/orders and within those baskets there are 352 unique items across all of the baskets.  I am needing to find the most optimal 10 item "itemset" that completes the most baskets.   At the moment, I am using baskets as my variables with a upper and lower bound of 0 and 1, so binary.  As for the constraints, the only constraint that I have is the itemset must be no greater than 10 and it must be the most optimal itemset.  I am trying to set this tool up as a mixed integer program while specifying the model as a matrices.  

With that said, I have been unsuccessful at setting this tool up in a way that gives me the answer I am looking for.  Any and all help will be greatly appreciated.

[daltonhuneycutt]

The sample data attached has the input data for anchor points O and A.