Neuro-fuzzy Systems and Applications – a Review
نویسندگان
چکیده
This paper presents an introduction to modelling the non-linear systems by using novel methods of Soft Computing. It lists the principal variants of soft computing. One of the wide areas of research related to hybrid systems in Soft Computing i.e., Neuro-Fuzzy method is focused and its methodology is specified.. Nuero-Fuzzy Systems are applied over various domains and resulted with accurate results. A review on different methods and models used in framing a Neuro-Fuzzy system with various applications are presented in this paper.
منابع مشابه
Voting Algorithm Based on Adaptive Neuro Fuzzy Inference System for Fault Tolerant Systems
some applications are critical and must designed Fault Tolerant System. Usually Voting Algorithm is one of the principle elements of a Fault Tolerant System. Two kinds of voting algorithm are used in most applications, they are majority voting algorithm and weighted average algorithm these algorithms have some problems. Majority confronts with the problem of threshold limits and voter of weight...
متن کاملVoting Algorithm Based on Adaptive Neuro Fuzzy Inference System for Fault Tolerant Systems
some applications are critical and must designed Fault Tolerant System. Usually Voting Algorithm is one of the principle elements of a Fault Tolerant System. Two kinds of voting algorithm are used in most applications, they are majority voting algorithm and weighted average algorithm these algorithms have some problems. Majority confronts with the problem of threshold limits and voter of weight...
متن کاملNeuro-fuzzy Integrated System for Biomedical Application: a Brief Review and Future Outline
This paper surveys Neuro fuzzy systems (NFS) development in biomedical field. Paper gives brief literature review of articles for last decade (2005-2015) which explores various Neuro Fuzzy System methodologies that have been developed during this period of time, their work done and deficiencies. Use of Neuro fuzzy integrated systems in various biomedical engineering applications is summarised. ...
متن کاملA Literature Review on Recent Advances in Neuro-Fuzzy Applications
----------------------------------------------------------------------ABSTRACT-------------------------------------------------------------Traditional algorithmic approaches are not suitable for solving today’s business problems. Neuro-Fuzzy systems have recently become popular and promising choice among researchers in attempt to solve complex problems faced in business. The paper presents a br...
متن کاملDesign of robust carrier tracking systems in high dynamic and high noise conditions, with emphasis on neuro-fuzzy controller
The robust carrier tracking is defined as the ability of a receiver to determine the phase and frequency of the input carrier signal in unusual conditions such as signal loss, input signal fading, high receiver dynamic, or other destructive effects of propagation. An implementation of tight tracking can be understood in terms of adopting a very narrow loop bandwidth that contradict with the req...
متن کامل