The document outlines a mathematical analysis of a non-recursive algorithm focusing on input size and basic operations. It emphasizes the execution of comparisons within nested loops to determine the largest value, analyzing best, worst, and average cases separately. The analysis provides a formula for simplifying the total number of comparisons based on the input size n.