Adaptive Network-Based Fuzzy Inference System Modeling Of CO2 Laser Cutting Performance

The main aim of this research was to construct an Adaptive Network-based Fuzzy Inference System (ANFIS) framework which is fuzzy inference system with hybrid learning strategy combining gradient descent and Kalman filter algorithm which is very appropriate for non-linear process modeling, time serie...

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Bibliographic Details
Main Author: Subramonian, Sivarao
Format: Thesis
Published: 2011
Subjects:
Online Access:http://shdl.mmu.edu.my/3399/
Description
Summary:The main aim of this research was to construct an Adaptive Network-based Fuzzy Inference System (ANFIS) framework which is fuzzy inference system with hybrid learning strategy combining gradient descent and Kalman filter algorithm which is very appropriate for non-linear process modeling, time series prediction and intelligent control.