I am working on a project where I am trying to select the optimal subset of players from a set of 125 players (example below)
The constraints are:
a) Number of players = 3
b) Sum of prices <= 30
The optimization function is Max(Sum of Votes)
Player Vote Price
William Smith 0.67 8.6
Robert Thompson 0.31 6.7
Joseph Robinson 0.61 6.2
Richard Johnson 0.88 4.3
Richard Hall 0.28 9.7
I looked at the scipy optimize package but I can't find anywhere a way to constraint the universe to this subset. Can anyone point me if there is a library that would do that? Thanks