Analyze the algorithm provided in the snippet. Determine its current Big O notation for time and space complexity. Propose an optimized version of the algorithm that reduces complexity. Provide a side-by-side comparison of the before and after states, including pseudo-code for the optimized solution and a proof of its complexity.