plateau

Terms from Artificial Intelligence: humans at the heart of algorithms

The glossary is being gradually proof checked, but currently has many typos and misspellings.

A pleateau in a fitness landscape is a region where there is little or no change on the fitness function. This can a problem for methods that use any form of hill climbing as small changes make no difference and hence it is not clear what changes to make in order to improve the fitness.

Used in Chap. 4: pages 48, 51, 53, 55; Chap. 9: page 123; Chap. 11: pages 151, 152

Also known as: plateaux

Used in glossary entries: fitness function, fitness landscape, hill climbing algorithm