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Big O Optimization Analysis

#algorithms #optimization #complexity

Analyze an inefficient sorting algorithm and propose an optimized solution.

Consider a naive sorting algorithm that iterates through a list and for every element, compares it to every other element, swapping if they are out of order. Analyze the time complexity of this algorithm. Propose a more efficient algorithm (such as Merge Sort or Quick Sort), explain the logic behind it, and describe how it reduces the time complexity in mathematical terms.