Published Online: Mar 01, 2015
Page range: 167 - 179
DOI: https://doi.org/10.1515/jaiscr-2015-0006
© Academy of Management (SWSPiZ), Lodz
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
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.