I am new to this algorithm and I want to implementing tabu search in python.My problem Is : I have 49 points and each point has properties wells_ID = [0,1,2,...,48] .I have a goal function that depends on this set of points just like TSP problem.As Input data I enter the list size.I am looking for the best combination from this list size to maximize my goal function.
I got stuck at this point. after I created initial population like P0 = [0,1,3,4,5,6] I would like to create n neighborhood around P0 the structure of neighborhood Is to remove 2 first items of P0 and replaced with 2 another numbers for example P1 = [22,9,3,4,5,6] and P2 = [9,45,3,4,5,6]. note the vector of P1 and P2 should not have duplicate members .
how can I create vector of neighborhood?
create neighborhood with Tabu search algorithm in python
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