211
Views
79
CrossRef citations to date
0
Altmetric
Original Articles

A New Method for Adaptive Control of Non-Linear Plants Using Type-2 Fuzzy Logic and Neural Networks

Pages 289-304 | Received 01 Nov 2002, Accepted 18 Jul 2003, Published online: 26 Jan 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (1)

Articles from other publishers (78)

Yutzil Poma & Patricia Melin. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 121 129 .
Martha Ramirez & Patricia Melin. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 55 65 .
Oscar Castillo & Patricia Melin. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 47 52 .
Sergio Varela-Santos & Patricia Melin. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 31 45 .
Lucio Amézquita, Oscar Castillo, Jose Soria & Prometeo Cortes-Antonio. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 267 283 .
Leticia Amador-Angulo & Oscar Castillo. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 251 265 .
Hector M. Guajardo & Fevrier Valdez. 2024. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 229 250 .
Martha Pulido & Patricia Melin. 2024. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms 85 95 .
Jose Eduardo Lopez-Ramos, Oscar Castillo & Patricia Melin. 2024. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms 55 60 .
Patricia Ochoa, Cinthia Peraza & Oscar Castillo. 2024. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms 19 29 .
Ivette Miramontes & Patricia Melin. 2024. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms 183 193 .
Oscar Castillo & Patricia Melin. 2024. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms 3 8 .
Van-Dat Nguyen, Quang-Dong Dang, Minh-Tai Vo, Minh-Duc Tran, Anh-Khoa Vo, Thanh-Binh Nguyen, Phuoc-Tung Tran & Huu-Sang Le. (2023) Optimal Control of Pendubot System Using SIMATIC S7-1200. Robotica & Management 28:1, pages 43-52.
Crossref
V. Sharmila & R. Rakkiyappan. (2023) Memory Sampled-Data Controller Design for Interval Type-2 Fuzzy Systems via Polynomial-Type Lyapunov–Krasovskii Functional. IEEE Transactions on Systems, Man, and Cybernetics: Systems 53:1, pages 82-93.
Crossref
Aamer Bilal Asghar, Khazina Naveed, Gang Xiong & Yong Wang. (2022) Adaptive Neuro-fuzzy Algorithm for Pitch Control of Variable-speed Wind Turbine. International Journal of Control, Automation and Systems 20:11, pages 3788-3798.
Crossref
Lara D. Fonseca & Eduardo Pestana de Aguiar. (2022) Stochastic Optimization Combined with Type-2 Fuzzy Logic System for the Classification of Trends in Hot Boxes and Hot Wheels. International Journal of Fuzzy Systems 24:7, pages 3144-3161.
Crossref
Eduardo P. de Aguiar, Thiago E. Fernandes, Fernando M. de A. Nogueira, Daniel D. Silveira, Marley M. B. R. Vellasco & Moisés V. Ribeiro. (2020) A New Model to Distinguish Railhead Defects Based on Set-Membership Type-2 Fuzzy Logic System. International Journal of Fuzzy Systems 23:4, pages 1057-1069.
Crossref
Kanika Mittal, Amita Jain, Kunwar Singh Vaisla, Oscar Castillo & Janusz Kacprzyk. (2020) A comprehensive review on type 2 fuzzy logic applications: Past, present and future. Engineering Applications of Artificial Intelligence 95, pages 103916.
Crossref
Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Matthew A. Garratt & Edwin Lughofer. (2020) PAC: A novel self-adaptive neuro-fuzzy controller for micro aerial vehicles. Information Sciences 512, pages 481-505.
Crossref
Fatih Kutlu, Özkan Atan & Onur Silahtar. (2019) Intuitionistic fuzzy adaptive sliding mode control of nonlinear systems. Soft Computing 24:1, pages 53-64.
Crossref
Direnc Pekaslan, Christian Wagner & Jonathan M. Garibaldi. (2019) Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels. Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels.
Xingjian Sun & Qingling Zhang. (2018) Admissibility analysis of interval type-2 uncertain stochastic descriptor systems. Neurocomputing 311, pages 387-396.
Crossref
Eduardo P. de Aguiar, Renan P.F. Amaral, Marley M.B.R. Vellasco & Moisés V. Ribeiro. (2018) An enhanced singleton type-2 fuzzy logic system for fault classification in a railroad switch machine. Electric Power Systems Research 158, pages 195-206.
Crossref
Hirosato SEKI. (2017) The 50th Anniversary of Fuzzy Set Theoryファジィ理論生誕50周年を経て. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics 29:3, pages 89-93.
Crossref
Debasish Majumder, Joy Debnath & Animesh Biswas. 2017. Artificial Intelligence and Evolutionary Computations in Engineering Systems. Artificial Intelligence and Evolutionary Computations in Engineering Systems 679 693 .
Hongyi Li, Xingjian Sun, Ligang Wu & H. K. Lam. (2015) State and Output Feedback Control of Interval Type-2 Fuzzy Systems With Mismatched Membership Functions. IEEE Transactions on Fuzzy Systems 23:6, pages 1943-1957.
Crossref
Tiechao Wang, Shaocheng Tong, Jianqiang Yi & Hongyi Li. (2015) Adaptive Inverse Control of Cable-Driven Parallel System Based on Type-2 Fuzzy Logic Systems. IEEE Transactions on Fuzzy Systems 23:5, pages 1803-1816.
Crossref
Yimin Li, Yuanyuan Sun, Jing Hua & Li Li. (2015) Indirect Adaptive Type-2 Fuzzy Impulsive Control of Nonlinear Systems. IEEE Transactions on Fuzzy Systems 23:4, pages 1084-1099.
Crossref
Hongyi Li, Xingjian Sun, Peng Shi & Hak-Keung Lam. (2015) Control design of interval type-2 fuzzy systems with actuator fault: Sampled-data control approach. Information Sciences 302, pages 1-13.
Crossref
Ricardo Mart?nez-Soto, Oscar Castillo, Luis T. Aguilar & Antonio Rodriguez. (2013) A hybrid optimization method with PSO and GA to automatically design Type-1 and Type-2 fuzzy logic controllers. International Journal of Machine Learning and Cybernetics 6:2, pages 175-196.
Crossref
Oscar Castillo. 2015. Frontiers of Higher Order Fuzzy Sets. Frontiers of Higher Order Fuzzy Sets 183 215 .
Ricardo Mart?nez-Soto, Oscar Castillo & Luis T. Aguilar. (2014) Type-1 and Type-2 fuzzy logic controller design using a Hybrid PSO?GA optimization method. Information Sciences 285, pages 35-49.
Crossref
Oscar Castillo & Patricia Melin. (2014) A review on interval type-2 fuzzy logic applications in intelligent control. Information Sciences 279, pages 615-631.
Crossref
Ferdinando Di Martino & Salvatore Sessa. (2014) Type-2 interval fuzzy rule-based systems in spatial analysis. Information Sciences 279, pages 199-212.
Crossref
Ching-Chih Tsai, Jia-Ching Kao & Chih-Fu Chang. (2014) Interval type-2 fuzzy gear-changing control for intelligent bikes. Interval type-2 fuzzy gear-changing control for intelligent bikes.
Shu'en Wang, Jinmei Dou, Fucai Liu & Jianxiong Li. (2014) Applications of PSO and data transformation technique in interval type-2 fuzzy identification. Applications of PSO and data transformation technique in interval type-2 fuzzy identification.
Tsung-Chih Lin, Chia-Hao Kuo & Valentina Emilia Balas. (2014) Real-time fuzzy system identification using uncertainty bounds. Neurocomputing 125, pages 195-216.
Crossref
Chung-Ta Li, Ching-Hung Lee, Feng-Yu Chang & Chih-Min Lin. (2014) An Interval Type-2 Fuzzy System with a Species-Based Hybrid Algorithm for Nonlinear System Control Design. Mathematical Problems in Engineering 2014, pages 1-19.
Crossref
Hamid Reza Hassanzadeh, Mohammad-R. Akbarzadeh-T, Alireza Akbarzadeh & Amir Rezaei. (2014) An interval-valued fuzzy controller for complex dynamical systems with application to a 3-PSP parallel robot. Fuzzy Sets and Systems 235, pages 83-100.
Crossref
M.M. Sayed, M.S. Saad, H.M. Emara & E.E. Abou El-Zahab. (2013) Improving the performance of the Egyptian second testing nuclear research reactor using interval type-2 fuzzy logic controller tuned by modified biogeography-based optimization. Nuclear Engineering and Design 262, pages 294-305.
Crossref
Christian Wagner & Hani Hagras. 2013. Advances in Type-2 Fuzzy Sets and Systems. Advances in Type-2 Fuzzy Sets and Systems 65 80 .
Chi-Huang Lu, Chi-Ming Liu, Chin-Chi Cheng & Jheng-Yu Guo. (2012) Self-tuning predictive PID controller using wavelet type-2 fuzzy neural networks. Self-tuning predictive PID controller using wavelet type-2 fuzzy neural networks.
Ricardo Martinez-Soto, Oscar Castillo, Luis T. Aguilar & Ieroham S. Baruch. (2012) Bio-inspired optimization of fuzzy logic controllers for autonomous mobile robots. Bio-inspired optimization of fuzzy logic controllers for autonomous mobile robots.
Tsung-Chih Lin, Chia-Hao Kuo & Valentina Emilia Balas. (2012) Real-time recurrent interval type-2 fuzzy-neural system identification using uncertainty bounds. Real-time recurrent interval type-2 fuzzy-neural system identification using uncertainty bounds.
Ya-jing Zhang, Jian-qiang Yi & Dian-tong Liu. (2012) Summary of the optimal computation of type-2 fuzzy Logic system. Summary of the optimal computation of type-2 fuzzy Logic system.
Mamta Khosla, Rakesh Kumar Sarin & Moin Uddin. (2012) Identification of Type-2 Fuzzy Models for Time-Series Forecasting Using Particle Swarm Optimization. Identification of Type-2 Fuzzy Models for Time-Series Forecasting Using Particle Swarm Optimization.
Oscar Castillo & Patricia Melin. (2012) A review on the design and optimization of interval type-2 fuzzy controllers. Applied Soft Computing 12:4, pages 1267-1278.
Crossref
Roberto Sepúlveda, Oscar Montiel, Oscar Castillo & Patricia Melin. (2012) Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA. Applied Soft Computing 12:3, pages 988-998.
Crossref
Ll Yi-Min, Yue Yang & Li Li. (2012) Adaptive Backstepping Fuzzy Control Based on Type-2 Fuzzy System. Journal of Applied Mathematics 2012, pages 1-27.
Crossref
Oscar Castillo. 2012. Combining Experimentation and Theory. Combining Experimentation and Theory 163 177 .
Roxana Jim?nez Contreras, Marley Maria Bernardes Rebuzzi Vellasco & Ricardo Tanscheit. (2011) Hierarchical type-2 neuro-fuzzy BSP model. Information Sciences 181:15, pages 3210-3224.
Crossref
Siti Nurmaini & Bambang Tutuko. (2011) A new control architecture in mobile robot navigation based on IT2neuro-fuzzy controller. A new control architecture in mobile robot navigation based on IT2neuro-fuzzy controller.
O. Castillo, P. Melin, A. Alanis, O. Montiel & R. Sepulveda. (2010) Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms. Soft Computing 15:6, pages 1145-1160.
Crossref
Oscar Castillo & Patricia Melin. 2011. Granular Computing and Intelligent Systems. Granular Computing and Intelligent Systems 75 93 .
Christian Wagner & Hani Hagras. (2010) Toward General Type-2 Fuzzy Logic Systems Based on zSlices. IEEE Transactions on Fuzzy Systems 18:4, pages 637-660.
Crossref
Ricardo Martinez-Soto, Oscar Castillo, Luis T. Aguilar & Patricia Melin. 2010. Advances in Soft Computing. Advances in Soft Computing 475 486 .
Nohe R. Cazarez-Castro, Luis T. Aguilar & and Oscar Castillo. 2010. Soft Computing in Industrial Applications. Soft Computing in Industrial Applications 229 236 .
Roberto Sepúlveda, Oscar Montiel-Ross, Oscar Castillo & Patricia Melin. 2010. Soft Computing in Industrial Applications. Soft Computing in Industrial Applications 217 228 .
E.A. Jammeh, M. Fleury, C. Wagner, H. Hagras & M. Ghanbari. (2009) Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks. IEEE Transactions on Fuzzy Systems 17:5, pages 1123-1142.
Crossref
Zehua Lv, Hai Jin & Pingpeng Yuan. (2009) The Theory of Triangle Type-2 Fuzzy Sets. The Theory of Triangle Type-2 Fuzzy Sets.
Robert John & Simon Coupland. 2009. Human-Centric Information Processing Through Granular Modelling. Human-Centric Information Processing Through Granular Modelling 185 201 .
Chia-Feng Juang & Yu-Wei Tsao. (2008) A Type-2 Self-Organizing Neural Fuzzy System and Its FPGA Implementation. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 38:6, pages 1537-1548.
Crossref
Ming-Ying Hsiao, Tzuu-Hseng S. Li, J.-Z. Lee, C.-H. Chao & S.-H. Tsai. (2008) Design of interval type-2 fuzzy sliding-mode controller. Information Sciences 178:6, pages 1696-1716.
Crossref
Juan R. Castro, Oscar Castillo, Patricia Melin & Antonio Rodríguez-Díaz. 2008. Transactions on Computational Science I. Transactions on Computational Science I 104 114 .
Simon Coupland & Robert John. 2008. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models. Fuzzy Sets and Their Extensions: Representation, Aggregation and Models 3 22 .
Jerry M. Mendel & Hongwei Wu. (2007) Type-2 Fuzzistics for <emphasis emphasistype="italic">Nonsymmetric</emphasis> Interval Type-2 Fuzzy Sets: Forward Problems. IEEE Transactions on Fuzzy Systems 15:5, pages 916-930.
Crossref
Roberto Sepulveda, Oscar Castillo, Patricia Melin, Oscar Montiel & Luis T. Aguilar. (2007) Evolutionary optimization of interval type-2 membership functions using the Human Evolutionary Model. Evolutionary optimization of interval type-2 membership functions using the Human Evolutionary Model.
Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Antonio Rodríguez-Díaz & Oscar Montiel. (2007) Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic. Information Sciences 177:10, pages 2023-2048.
Crossref
Patricia Melin & Oscar Castillo. (2007) An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory. Information Sciences 177:7, pages 1543-1557.
Crossref
M. De la Sen & A. Ibeas. (2007) On the stability properties of linear dynamic time-varying unforced systems involving switches between parameterizations from topologic considerations via graph theory. Discrete Applied Mathematics 155:1, pages 7-25.
Crossref
J. R. Castro, Oscar Castillo, Patricia Melin, L. G. Martínez, S. Escobar & I. Camacho. 2007. Analysis and Design of Intelligent Systems using Soft Computing Techniques. Analysis and Design of Intelligent Systems using Soft Computing Techniques 53 62 .
Roberto Sepúlveda, Oscar Castillo, Patricia Melin & Oscar Montiel. 2007. Analysis and Design of Intelligent Systems using Soft Computing Techniques. Analysis and Design of Intelligent Systems using Soft Computing Techniques 45 52 .
Jerry M. Mendel, Robert I. John & Feilong Liu. (2006) Interval Type-2 Fuzzy Logic Systems Made Simple. IEEE Transactions on Fuzzy Systems 14:6, pages 808-821.
Crossref
Junwei Lai & Woei Wan Tan. (2006) A Type-2 PI Controller with Adjustable Type-Reduced Output. A Type-2 PI Controller with Adjustable Type-Reduced Output.
C. Lynch, H. Hagras & V. Callaghan. (2006) Using Uncertainty Bounds in the Design of an Embedded Real-Time Type-2 Neuro-Fuzzy Speed Controller for Marine Diesel Engines. Using Uncertainty Bounds in the Design of an Embedded Real-Time Type-2 Neuro-Fuzzy Speed Controller for Marine Diesel Engines.
Tan Woei Wan & D.H. Kamal. (2006) On-line Learning Rules for Type-2 Fuzzy Controller. On-line Learning Rules for Type-2 Fuzzy Controller.
J.M. Mendel, R.I. John & Feilong Liu. (2005) On Using Type-1 Fuzzy Set Mathematics to Derive Interval Type-2 Fuzzy Logic Systems. On Using Type-1 Fuzzy Set Mathematics to Derive Interval Type-2 Fuzzy Logic Systems.
R. Sepulveda, O. Castillo, P. Melin, A. Rodriguez-Diaz & O. Montiel. (2005) Handling Uncertainty in Controllers Using Type-2 Fuzzy Logic. Handling Uncertainty in Controllers Using Type-2 Fuzzy Logic.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.