| Journal: | Computación y sistemas |
| Database: | |
| System number: | 000560704 |
| ISSN: | 1405-5546 |
| Authors: | Carreón Ortiz, Héctor1 Valdez, Fevrier1 Castillo, Óscar1 |
| Institutions: | 1Tijuana Institute of Technology, México |
| Year: | 2022 |
| Season: | Abr-Jun |
| Volumen: | 26 |
| Number: | 2 |
| Pages: | 643-661 |
| Country: | México |
| Language: | Inglés |
| English abstract | State-of-the-art algorithms are competitive, because they get the most out of available resources. Metaheuristic algorithms solve optimization problems from a search space. The proposal in this research work is to use the algorithm bio-inspired by nature Flower Pollination Algorithm (FPA) for the optimization of the membership functions of an Interval Type-2 Fuzzy Logic system, which we will call IT2FLS-FPA (Interval Type-2 Fuzzy Logic System-Flower Pollination Algorithm). This work is presented to continue with one that we developed before 6, in this investigation we made a comparison between a non-optimized IT2FLS-FPA and an optimized IT2FLS-FPA where we demonstrate that the latter is better by means of statistical hypothesis tests. |
| Keyword: | Bioinspired algorithm, Flower pollination algorithm, Optimization, Interval type-2 fuzzy logic |
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