A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications

Rashmi Rani; Dr. Manoj Kumar

A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications

December 2023

Vol-9, Issue-6

Paper ID: 22313

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Mathematics

Keywords

FGA GA FM GAS GFC etc.

Abstract

Genetic fuzzy controllers using fuzzy methods and its applications allow researchers to model real-world problems through the development of intelligent and adaptive systems. FGA is a genetic algorithm that uses fuzzy logic-based techniques. The purpose of this composite is to adjust the system parameters to make them robust and optimize the performance of the genetic algorithms. This summary provides basic knowledge of FM and GAS and provides an overview of how these techniques have been cooperatively combined and applied in the real world. Therefore, in this study, GFC are implemented as plausible candidates for automatic generation controller design and application. In GA - fuzzy controllers, genetic algorithms that are based on the foundation of evolutionary inference are used as a global search method for FLC design.

License

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Author Information

#	Name	Institute / Affiliation
1	Rashmi Rani	Bhagwant University, Ajmer
2	Dr. Manoj Kumar	Bhagwant University, Ajmer

How to Cite

Use the following formats to cite this article in your research.

APA Style

Rani, Rashmi & Kumar, Dr. Manoj (2023). A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications. International Journal of Advance Research and Innovative Ideas In Education, 9(6), 2371-2375.

MLA Style

Rani, Rashmi, and Dr. Manoj Kumar. "A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 6, 2023, pp. 2371-2375.

IEEE Style

Rashmi Rani and Dr. Manoj Kumar, "A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 6, pp. 2371-2375, 2023.

Vancouver Style

Rani Rashmi, Kumar Dr. Manoj. A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(6):2371-2375.

Harvard Style

Rani, Rashmi & Kumar, Dr. Manoj (2023) 'A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications', International Journal of Advance Research and Innovative Ideas In Education, 9(6), pp. 2371-2375.

Chicago Style

Rani, Rashmi and Dr. Manoj Kumar. "A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications." International Journal of Advance Research and Innovative Ideas In Education 9, no. 6 (2023): 2371-2375.

Turabian Style

Rani, Rashmi and Dr. Manoj Kumar. "A Mathematical Study on Genetic Fuzzy Controllers Using Fuzzy Methods and Its Applications." International Journal of Advance Research and Innovative Ideas In Education 9, no. 6 (2023): 2371-2375.