Implicit Niching in a Learning Classifier System: Nature's Way

Abstract

We approach the difficult task of analyzing the complex behavior of even the simplest learning classifier system (LCS) by isolating one crucial subfunction in the LCS learning algorithm: covering through niching. The LCS must maintain a population of diverse rules that together solve a problem (e.g., classify examples). To maintain a diverse population… (More)
DOI: 10.1162/evco.1994.2.1.37

Topics

16 Figures and Tables

Statistics

0510'96'99'02'05'08'11'14'17
Citations per Year

140 Citations

Semantic Scholar estimates that this publication has 140 citations based on the available data.

See our FAQ for additional information.

Slides referencing similar topics