Paper Info
Title
A research on employing fuzzy composite concepts based on human reasoning through singleton and non-singleton fuzzification.
Abstract
Since in the case of natural science inspiration, many advances have been achieved, In this paper with imitation of a basic feature we will discuss about an ability which is to generalize and integrate a wide range of sources of information into a series of simple concepts and heed it as the Composite Concepts. This phenomenon is an action for the decision and reasoning by people in everyday conversation. Besides, we explain the technical presentation that allows the formation of composite concepts using fuzzy logic which in fact is its purpose to copying and imitating of Composite Concepts which is employed by humans. These Fuzzy Composite Concepts (FCCs) aim to extend the capabilities of standard uses of FL to separated individual model factors (e. g. temperature) using fuzzy sets (and the associated linguistic labels) in order to create high order (composite) concepts which allow straightforward reasoning akin to human reasoning, maintaining a series of advantages such as simplicity, interpretability, robustness and reusability. Moreover, we consider some new examples in this field and demonstrate their results with MATLAB Fuzzy Logic Toolbox Simulator.
Year
DOI
Venue
2011
10.1109/IRI.2011.6009604
IRI
Keywords
Field
DocType
fuzzy logic,fuzzy reasoning,fuzzy set theory,mathematics computing,MATLAB fuzzy logic toolbox simulator,fuzzy composite concept,fuzzy sets,human reasoning,natural science inspiration,nonsingleton fuzzification,straightforward reasoning,technical presentation,Ambient Intelligence,City Selection,Composite Concepts,Fuzzy Logic Systems,Human Reasoning,Matlab Fuzzy Toolbox
Data mining,Interpretability,Technical Presentation,Computer science,Ambient intelligence,Toolbox,Fuzzy logic,Fuzzy set,Robustness (computer science),Artificial intelligence,Fuzzy control system,Machine learning
Conference
Citations 
PageRank 
References 
0
0.34
4
Authors
2
Name
Order
Citations
PageRank
Seyed Hamid Reza Abbasi101.35
Faridoon Shabaninia2216.74