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Title: :  Learning rules using genetic algorithms application to a knowledge base in an expert system generator
PaperId: :  21596
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21596
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
RAHARIMANANA Tsilavina AntonioUniversity of Antananarivo
ROBINSON MatioUniversity of Antananarivo
ANDRIAMANOHISOA Hery ZoUniversity of Antananarivo

Abstract

Cognitives sciences, artificial intelligence
genetic algorithms, expert system, Knowledge based, learning rules
Nowadays, progress in machine learning is phenomenal, thanks to the computing power of current computers. The application of this field is very large, ranging from mobile phone to industrial process control. In this article we used genetic algorithm for learning rules in order to incorporate into the knowledge base of an expert system. Our method is a supervised machine learning that uses VL2 language proposed by [1] and [2]. In order to reduce the length of chromosome, we transformed the bit string into integer according to [3] method which is detailed below. an expert system is software composed of a rule base, a fact base, an inference engine and a user interface. in order to automatically learn rules based on collected data we will incorporate a learning module into our expert system.

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IJARIIE RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. "Learning rules using genetic algorithms application to a knowledge base in an expert system generator" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 424-429
MLA RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. "Learning rules using genetic algorithms application to a knowledge base in an expert system generator." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 424-429.
APA RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, & ANDRIAMANOHISOA Hery Zo. (2023). Learning rules using genetic algorithms application to a knowledge base in an expert system generator. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 424-429.
Chicago RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. "Learning rules using genetic algorithms application to a knowledge base in an expert system generator." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 424-429.
Oxford RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. 'Learning rules using genetic algorithms application to a knowledge base in an expert system generator', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 424-429. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Learning_rules_using_genetic_algorithms_application_to_a_knowledge_base_in_an_expert_system_generator_ijariie21596.pdf (Accessed : ).
Harvard RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. (2023) 'Learning rules using genetic algorithms application to a knowledge base in an expert system generator', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 424-429IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Learning_rules_using_genetic_algorithms_application_to_a_knowledge_base_in_an_expert_system_generator_ijariie21596.pdf (Accessed : )
IEEE RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo, "Learning rules using genetic algorithms application to a knowledge base in an expert system generator," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 424-429, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/Learning_rules_using_genetic_algorithms_application_to_a_knowledge_base_in_an_expert_system_generator_ijariie21596.pdf [Accessed : ].
Turabian RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. "Learning rules using genetic algorithms application to a knowledge base in an expert system generator." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 ().
Vancouver RAHARIMANANA Tsilavina Antonio, ROBINSON Matio, and ANDRIAMANOHISOA Hery Zo. Learning rules using genetic algorithms application to a knowledge base in an expert system generator. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(5) : 424-429. Available from: http://ijariie.com/AdminUploadPdf/Learning_rules_using_genetic_algorithms_application_to_a_knowledge_base_in_an_expert_system_generator_ijariie21596.pdf
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