Learning Automata Based Artificial Immune System for Data Classification
عنوان مقاله: Learning Automata Based Artificial Immune System for Data Classification
شناسه ملی مقاله: CSICC14_035
منتشر شده در چهاردهمین کنفرانس بین المللی سالانه انجمن کامپیوتر ایران در سال 1388
شناسه ملی مقاله: CSICC14_035
منتشر شده در چهاردهمین کنفرانس بین المللی سالانه انجمن کامپیوتر ایران در سال 1388
مشخصات نویسندگان مقاله:
A.H Momeni Azandaryani - Soft Computing Laboratory Department of Computer Engineering and Information Technology Amirkabir University of Technology Tehran, Iran
M.R Meybodi - Soft Computing Laboratory Department of Computer Engineering and Information Technology Amirkabir University of Technology Tehran, Iran
خلاصه مقاله:
A.H Momeni Azandaryani - Soft Computing Laboratory Department of Computer Engineering and Information Technology Amirkabir University of Technology Tehran, Iran
M.R Meybodi - Soft Computing Laboratory Department of Computer Engineering and Information Technology Amirkabir University of Technology Tehran, Iran
In this paper we propose an artificial immune system in which learning automata are used to adaptively determine the values of its parameters. Learning automata are used for altering the shape of receptor portion of antibodies to better complementarily match the confronted antigen. In order to show the effectiveness of the proposed artificial immune computer experiments have been conducted. The result of experimentations confirms the effectiveness of the proposed model
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/73001/