文章基本信息

标题：GPFIS-Control: A Genetic Fuzzy System For Control Tasks
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作者：Adriano S. Koshiyama ; Marley M. B. R. Vellasco ; Ricardo Tanscheit 等
期刊名称：Journal of Artificial Intelligence and Soft Computing Research
电子版ISSN：2083-2567
出版年度：2014
卷号：4
期号：3
页码：167-179
DOI：10.1515/jaiscr-2015-0006
出版社：Walter de Gruyter GmbH
摘要：This work presents a Genetic Fuzzy Controller (GFC), called Genetic Programming Fuzzy Inference System for Control tasks (GPFIS-Control). It is based on Multi-Gene Genetic Programming, a variant of canonical Genetic Programming. The main characteristics and concepts of this approach are described, as well as its distinctions from other GFCs. Two benchmarks application of GPFIS-Control are considered: the Cart-Centering Problem and the Inverted Pendulum. In both cases results demonstrate the superiority and potentialities of GPFIS-Control in relation to other GFCs found in the literature.