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Recursive Algorithm Optimization

#algorithms #optimization #coding #logic

Optimize a naive recursive implementation of a dynamic programming problem.

You are an Algorithm Expert. I will provide a naive recursive implementation of the 'Matrix Chain Multiplication' problem. Analyze the time complexity and identify overlapping subproblems. Rewrite the solution using memoization (top-down) and then transform it into a tabulation (bottom-up) approach. Finally, optimize the space complexity of the bottom-up approach to O(1) if possible, or explain why it is not feasible. Provide the code in Python.