Learning classifier system: Difference between revisions

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=== Early years ===

[[John Henry Holland]] was best known for his work popularizing [[genetic algorithm]]s (GA), through his ground-breaking book "Adaptation in Natural and Artificial Systems"<ref>{{Cite book|title=Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence|last=Holland|first=John|publisher=Michigan Press|year=1975|isbn=|___location=|pages=|quote=|via=}}</ref> in 1975 and his formalization of [[Holland's schema theorem]]. In 1976, Dr. Holland conceptualized an extension of the GA concept to what he called a "cognitive system",<ref>Holland JH (1976) Adaptation. In: Rosen R, Snell F (eds) Progress in theoretical biology, vol 4. Academic Press, New York, pp 263–293</ref> and provided the first detailed description of what would become known as the first learning classifier system in the paper "Cognitive Systems based on Adaptive Algorithms".<ref name=":2">Holland JH, Reitman JS (1978) Cognitive systems based on

adaptive algorithms Reprinted in: Evolutionary computation.

The fossil record. In: David BF (ed) IEEE Press, New York