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Explain the difference between time complexity and space complexity in the context of algorithm analysis, and provide an example algorithm where optimizing one may lead to a trade-off with the other.
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Comparing and contrasting space and time complexity in algorithm analysisWhen performing an algorithm analysis, **time complexity** and **space complexity** are two of the most significant variables to consider. Although they both gauge an algorithm’s efficiency, they focus on distinct areas of performance.**Time complexity** is the relationship between an algorithm’s execution
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