transformation function using genetic programming

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If I have a set of points in two spaces, say set $A$ contains 50 points and set $B$ contains 50 points. I have to find a transformation function such that if I transform the points in set $A$ using this transformation function I will get the points in set $B$. How to I find this transformation function using genetic programming? What could be the fitness function in this case?