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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

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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