In a binary genetic algorithm, a schema is a template over the alphabet , where
matches either binary digit. A string
matches the schema if it agrees with every fixed digit. The order
of a schema
is the number of fixed positions, and its defining length
is the distance between its first and last fixed positions.
A schema of order
matches
strings of length
. The propagation of schemata under selection, crossover, and
mutation is bounded by Holland's
schema theorem.
Genetic Algorithm Schema
See also
Genetic Algorithm, Holland's Schema TheoremExplore with Wolfram|Alpha
References
Holland, J. H. Adaptation in Natural and Artificial Systems. Cambridge, MA: MIT Press, 1992.Cite this as:
Weisstein, Eric W. "Genetic Algorithm Schema." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/GeneticAlgorithmSchema.html