Presentation 1998/7/23
A Method for Function Identification using a Genetic Algorithm
Mitsukuni Matayoshi,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper introduces a method using a Genetic Algorithm for identifying unknown functions. The method focuses on functions of more than one variable which produce a single output value. Unknown functions consisting of conbinations of algebraic functions, trigonometric functions and logarithmic functions, such as f(x, y)=x^2+cos(y), can be identified correctly. Furthermore, user-defined functions can be added to the solution-set of identifiable functions. Experimental tests produced a high success rate, although further consideration of failed attempts is necessary.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Genetic Algorithm / Function identification / System identification
Paper # OFS98-9,AI98-18
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Conference Information
Committee AI
Conference Date 1998/7/23(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Method for Function Identification using a Genetic Algorithm
Sub Title (in English)
Keyword(1) Genetic Algorithm
Keyword(2) Function identification
Keyword(3) System identification
1st Author's Name Mitsukuni Matayoshi
1st Author's Affiliation Department of Management and Information Science, Meio University()
Date 1998/7/23
Paper # OFS98-9,AI98-18
Volume (vol) vol.98
Number (no) 201
Page pp.pp.-
#Pages 7
Date of Issue