Explains how you would solve Closest Pair of Points using Dynamic Programming approaches.

Closest Pair of Points: Given a set of points in a two dimensional space, the task is to find the pair of points that are closest to each other. This problem involves both divide and conquer techniques and computational geometry.

Explain the algorithm, possible issues. Also give the runtime and space analysis. Additionally, provide code.