Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms

M. Mohammadian; R. J. Stonier

doi:10.1109/ROMAN.1994.365903

Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms

M. Mohammadian, R. J. Stonier

Research output: A Conference proceeding or a Chapter in Book › Conference contribution

21 Citations (Scopus)

792 Downloads (Pure)

Abstract

A method is developed to tune and optimise the membership functions of Fuzzy Logic Controllers (FLC) by using Genetic Algorithms (GAs). The set of fuzzy If-Then rules and their membership functions of the truck back-upper problem is considered.

Original language	English
Title of host publication	Proceedings of 1994 3rd IEEE International Workshop on Robot and Human Communication
Place of Publication	Piscataway NJ, USA
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	356-361
Number of pages	6
ISBN (Electronic)	0780320034
ISBN (Print)	07780320026
DOIs	https://doi.org/10.1109/ROMAN.1994.365903
Publication status	Published - 1994
Externally published	Yes
Event	3rd IEEE International Workshop on Robot and Human Communication - Nagoya, Japan Duration: 18 Jul 1994 → 20 Jul 1994

Conference

Conference	3rd IEEE International Workshop on Robot and Human Communication
Abbreviated title	Ro-Man
Country/Territory	Japan
City	Nagoya
Period	18/07/94 → 20/07/94

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10.1109/ROMAN.1994.365903

PaperFinal published version, 389 KB

Cite this

@inproceedings{12163c839bb844fb91a962002789fd67,

title = "Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms",

abstract = "A method is developed to tune and optimise the membership functions of Fuzzy Logic Controllers (FLC) by using Genetic Algorithms (GAs). The set of fuzzy If-Then rules and their membership functions of the truck back-upper problem is considered.",

author = "M. Mohammadian and Stonier, {R. J.}",

year = "1994",

doi = "10.1109/ROMAN.1994.365903",

language = "English",

isbn = "07780320026",

pages = "356--361",

booktitle = "Proceedings of 1994 3rd IEEE International Workshop on Robot and Human Communication",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States",

note = "3rd IEEE International Workshop on Robot and Human Communication, Ro-Man ; Conference date: 18-07-1994 Through 20-07-1994",

}

Mohammadian, M & Stonier, RJ 1994, Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms. in Proceedings of 1994 3rd IEEE International Workshop on Robot and Human Communication. IEEE, Institute of Electrical and Electronics Engineers, Piscataway NJ, USA, pp. 356-361, 3rd IEEE International Workshop on Robot and Human Communication, Nagoya, Japan, 18/07/94. https://doi.org/10.1109/ROMAN.1994.365903

Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms. / Mohammadian, M.; Stonier, R. J.
Proceedings of 1994 3rd IEEE International Workshop on Robot and Human Communication. Piscataway NJ, USA: IEEE, Institute of Electrical and Electronics Engineers, 1994. p. 356-361.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution

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T1 - Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms

AU - Mohammadian, M.

AU - Stonier, R. J.

PY - 1994

Y1 - 1994

N2 - A method is developed to tune and optimise the membership functions of Fuzzy Logic Controllers (FLC) by using Genetic Algorithms (GAs). The set of fuzzy If-Then rules and their membership functions of the truck back-upper problem is considered.

AB - A method is developed to tune and optimise the membership functions of Fuzzy Logic Controllers (FLC) by using Genetic Algorithms (GAs). The set of fuzzy If-Then rules and their membership functions of the truck back-upper problem is considered.

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DO - 10.1109/ROMAN.1994.365903

M3 - Conference contribution

AN - SCOPUS:0028565442

SN - 07780320026

SP - 356

EP - 361

BT - Proceedings of 1994 3rd IEEE International Workshop on Robot and Human Communication

PB - IEEE, Institute of Electrical and Electronics Engineers

CY - Piscataway NJ, USA

T2 - 3rd IEEE International Workshop on Robot and Human Communication

Y2 - 18 July 1994 through 20 July 1994

ER -

Tuning and optimisation of membership functions of fuzzy logic controllers by genetic algorithms

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