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Python Implementation for Iterative Improvement Algorithm to Solve Knights Puzzle

Six Knights:
I’m working on a puzzle involving six knights on a 4×3 chess board represented as a matrix. The puzzle requires replacing the white knights at the bottom row with the black knights at the top row in the minimum number of knight moves, with the constraint of not allowing more than one knight on a square at any time.