evaluation function A procedure that uses domain knowledge to determine a perceived value of a situation during a search process. It must be custom designed and implemented for each application. Evaluation functions have conflicting requirements as they must produce a relevant and accurate “figure of merit” (which may be expensive to compute) but are used a great many times during a search (and so must be very fast and efficient). Frequently this conflict is handled by using heuristics in the evaluation process.
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