Journal ArticleDOI
A generalized type-2 fuzzy granular approach with applications to aerospace
TLDR
An optimization method is used to efficiently design the generalized type-2 fuzzy system to improve the control performance and the proposed method for control is applied to a non-linear control problem to test the advantages of the proposed approach.About:
This article is published in Information Sciences.The article was published on 2016-08-01. It has received 207 citations till now. The article focuses on the topics: Fuzzy number & Fuzzy electronics.read more
Citations
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Journal ArticleDOI
Managing Multigranular Unbalanced Hesitant Fuzzy Linguistic Information in Multiattribute Large-Scale Group Decision Making: A Linguistic Distribution-Based Approach
TL;DR: An algorithm to represent a linguistic distribution assessment (LDA) using a hesitant linguistic distribution (HLD) and an LDA-based clustering algorithm is devised to cluster decision makers to provide easy-to-understand linguistic results for decision makers.
Journal ArticleDOI
Sampled-Data Output-Feedback Tracking Control for Interval Type-2 Polynomial Fuzzy Systems
TL;DR: This paper investigates the stability and performance of the interval type-2 (IT2) polynomial fuzzy-model-based tracking control system, formed by an IT2 polynomic fuzzy model and an IT1 polynometric fuzzy controller, based on the output feedback and sampled-data structure.
Journal ArticleDOI
Finite-interval-valued Type-2 Gaussian fuzzy numbers applied to fuzzy TODIM in a healthcare problem
TL;DR: A healthcare device selection problem is analyzed from the perspectives of clinicians, biomedical engineers, and healthcare investors and a comparison of the results derived from different multi-criteria solution processes is presented.
Journal ArticleDOI
Asynchronous Fault Detection for Interval Type-2 Fuzzy Nonhomogeneous Higher Level Markov Jump Systems With Uncertain Transition Probabilities
TL;DR: Based on the interval type-2 fuzzy (IT2F) approach, the authors investigates the fault detection filter design problem for a class of nonhomogeneous higher level Markov jump systems with uncertain transition probabilities.
Journal ArticleDOI
Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosis
TL;DR: A new approach to Fuzzy Diagnosis based on Type-2 FuzzY Systems is proposed and compared with respect to Type-1 FBuzzy Systems on a set of diagnosis problems, in order to evaluate the relevance of the uncertainty handling in this kind of problems.
References
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Book
Fuzzy sets
TL;DR: A separation theorem for convex fuzzy sets is proved without requiring that the fuzzy sets be disjoint.
Book
An Introduction to Genetic Algorithms
TL;DR: An Introduction to Genetic Algorithms focuses in depth on a small set of important and interesting topics -- particularly in machine learning, scientific modeling, and artificial life -- and reviews a broad span of research, including the work of Mitchell and her colleagues.
Book
Practical Genetic Algorithms
Randy L. Haupt,Sue Ellen Haupt +1 more
TL;DR: Introduction to Optimization The Binary genetic Algorithm The Continuous Parameter Genetic Algorithm Applications An Added Level of Sophistication Advanced Applications Evolutionary Trends Appendix Glossary Index.
Book
Introduction to Genetic Algorithms for Scientists and Engineers
TL;DR: Improving the algorithm foundations advanced operators writing a genetic algorithm applications of genetic algorithms and showing the benefits of incorporating reinforcement learning into genetic algorithms.
Book
Type-2 Fuzzy Logic: Theory and Applications
TL;DR: The new concepts were introduced by Mendel and Liang allowing the characterization of a type-2 fuzzy set with a superior membership function and an inferior membership function; these two functions can be represented each one by atype-1 fuzzy set membership function.