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Optimizing Subset Sum: Complexity Challenges

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Created October 18, 2025

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https://www.revid.ai/view/optimizing-subset-sum-complexity-challenges-M6WuZIqpAlmUhuxgtk3P

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Computational complexity and optimization are related. As space or time complexity decreases,

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a program becomes more optimized for performance by either using less memory or taking less processing

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power to run. For the subset sum project, I wouldn't say we fixed the time complexity

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problem. We definitely improved upon the time complexity by allowing for early exits and

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decreasing the overall number of subsets we had to store and check. Even though we improved

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the average run-time for the subset sum problem, the worst-case time complexity is still

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the same. Consider the case where the sum of all elements in *_data_ptr is larger

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than the target, but every subset that is not the sum of all elements is less than the

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