Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems

被引:5
作者
Castillo, Oscar [1 ]
Muhuri, Pranab K. [2 ]
Melin, Patricia [1 ]
Pulkkinen, Pietari [3 ]
机构
[1] Tijuana Inst Technol, Div Grad Studies & Res, Tijuana, Mexico
[2] South Asian Univ, Dept Comp Sci, New Delhi 110021, India
[3] Amazon, Seattle, WA USA
关键词
LOGIC SYSTEMS; OPTIMIZATION;
D O I
10.1016/j.engappai.2020.103596
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
引用
收藏
页数:3
相关论文
共 32 条
[1]  
[Anonymous], 2001, UNCERTAIN RULE BASED
[2]   A Beta basis function Interval Type-2 Fuzzy Neural Network for time series applications [J].
Baklouti, N. ;
Abraham, A. ;
Alimi, A. M. .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2018, 71 :259-274
[3]   Learning with Type-2 Fuzzy activation functions to improve the performance of Deep Neural Networks [J].
Beke, Aykut ;
Kumbasar, Tufan .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 85 :372-384
[4]   Thick gradual intervals: An alternative interpretation of type-2 fuzzy intervals and its potential use in type-2 fuzzy computations [J].
Boukezzoula, Reda ;
Jaulin, Luc ;
Foulloy, Laurent .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2019, 85 :691-712
[5]  
Castillo O, 2007, GRC: 2007 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, PROCEEDINGS, P145
[6]   Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO [J].
Gaxiola, Fernando ;
Melin, Patricia ;
Valdez, Fevrier ;
Castro, Juan R. ;
Castillo, Oscar .
APPLIED SOFT COMPUTING, 2016, 38 :860-871
[7]   A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots [J].
Hagras, HA .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2004, 12 (04) :524-539
[8]   Type 2 fuzzy sets: An appraisal of theory and applications [J].
John, RI .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 1998, 6 (06) :563-576
[9]   Type-2 fuzzy logic: A historical view [J].
John, Robert I. ;
Coupland, Simon .
IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 2007, 2 (01) :57-62
[10]   Applications of type-2 fuzzy logic systems to forecasting of time-series [J].
Karnik, NN ;
Mendel, JM .
INFORMATION SCIENCES, 1999, 120 (1-4) :89-111