heuristic evaluation function

Terms from Artificial Intelligence: humans at the heart of algorithms

The glossary is being gradually proof checked, but may have typos and misspellings.

An heuristic evaluation function is some form of guess at an intermediate state about the eventual outcome of a search. This is used in a heuristic search to act as a guide as to the best order to explore many different options. For example, whilst searching for shortest routes between places, we might use the Euclidean distance between two cities as a heuristic for the eventual shortest road distance well before we explore the potential routes between them.

Also known as: heuristic evaluation, heuristic information, heuristics

Used in glossary entries: Euclidean distance, heuristic search