Proceedings of the Genetic and Evolutionary Computation Conference Companion 2022
DOI: 10.1145/3520304.3533985
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An overview of LCS research from 2021 to 2022

Abstract: The International Workshop on Learning Classifier Systems (IWLCS) is an annual workshop at the GECCO conference where new concepts and results regarding learning classifier systems (LCSs) are presented and discussed. One recurring part of the workshop agenda is a presentation that reviews and summarizes the advances made in the field over the last year; this is intended to provide an easy entry point to the most recent progress and achievements. The 2020 and 2021 presentations were accompanied by survey worksh… Show more

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Cited by 5 publications
(3 citation statements)
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“…1 ID: is the abbreviation of each data set name. 2 NInst is the number of instances in each data set. 3 Att is the number of attributes.…”
Section: The Experimentation Protocolmentioning
confidence: 99%
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“…1 ID: is the abbreviation of each data set name. 2 NInst is the number of instances in each data set. 3 Att is the number of attributes.…”
Section: The Experimentation Protocolmentioning
confidence: 99%
“…LCSs yield to an entire population of rules which have the ability to learn iteratively and collaborate to solve a given problem. One of the major factors of the LCSs success is their rule-based representation [2][3][4] . They combine generalization mechanisms and genetic algorithm with the aim of obtaining a set of maximally general and accurate rules which together define the decision boundaries.…”
Section: Introductionmentioning
confidence: 99%
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