Genetic algorithm based fuzzy logic control of a fed-batch fermenter

Authors
Ranganath, M Renganathan, S Rao, CS
Citation
M. Ranganath et al., Genetic algorithm based fuzzy logic control of a fed-batch fermenter, BIOPROC ENG, 21(3), 1999, pp. 215-218
Citations number
5
Categorie Soggetti
Biotecnology & Applied Microbiology
Journal title
BIOPROCESS ENGINEERING
ISSN journal
0178515X → ACNP
Volume
21
Issue
3
Year of publication
1999
Pages
215 - 218
Database
ISI
SICI code
0178-515X(199909)21:3<215:GABFLC>2.0.ZU;2-U
Abstract
In the normal fuzzy logic control (FLC) system, both the membership functio ns and the rule sets are usually decided upon subjectively, case by case. T he application of Genetic Algorithm(GA) could lead to proper selection of m embership functions and rule base objectively. In this paper, the optimisat ion of membership functions of a FLC for a fed-batch fermenter is carried o ut with help of Genetic Algorithm (GA). Results are found to be satisfactor y.