How do people get answers to problems that have algorithms that would take way too long to

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How do people get answers to problems that have algorithms that would take way too long to find the optimal result? Sometimes they use heuristics: rules that don’t lead to a perfect solution, but find a solution. Look up some heuristics used to compute the next move in a chess playing program.

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