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Brute Force

In many artificial intelligence algorithms, one of the most used but least loved mechanics is that of brute force; that is, iteratively evaluating every possible move, every possible position, and then making a best guess based on that information. While ultimately the most accurate way to identify the best possible play, brute force searching techniques are very resource intensive and time consuming, and should only be relied on as a last resort.

Frequently it is appropriate to narrow the scope of any brute force searches. This may be accomplished in a variety of ways, such as comparing data between multiple instances of a system, seeing how data points change over time, and eliminating solutions which were tried previously but do not appear to provide a solution to the problem at hand.

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That which is valid is constant; much is old, but new is there four finding.