Optimal tuning of interval type-2 fuzzy controllers for nonlinear servo systems using Slime Mould Algorithm
This paper presents a novel application of the metaheuristic Slime Mould Algorithm (SMA) to
the optimal tuning of interval type-2 fuzzy controllers. Inserting the information feedback …
the optimal tuning of interval type-2 fuzzy controllers. Inserting the information feedback …
A survey on fuzzy control for mechatronics applications
Fuzzy control has become one of the most effective tools for dealing with complex
engineering processes. Over the years, research on fuzzy control systems has continuously …
engineering processes. Over the years, research on fuzzy control systems has continuously …
Fourier-based type-2 fuzzy neural network: Simple and effective for high dimensional problems
The main contribution of this study is to introduce a simple and effective deep learning
Fourier-based type-2 fuzzy neural network for high-dimensional problems. The rules are …
Fourier-based type-2 fuzzy neural network for high-dimensional problems. The rules are …
[图书][B] Data-driven model-free controllers
This book categorizes the wide area of data-driven model-free controllers, reveals the exact
benefits of such controllers, gives the in-depth theory and mathematical proofs behind them …
benefits of such controllers, gives the in-depth theory and mathematical proofs behind them …
Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems
D Yousri, S Mirjalili - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
Identifying the parameters of the chaos phenomena in the economic-financial systems is a
critical issue to control and avoid the financial crises and bogging the market down …
critical issue to control and avoid the financial crises and bogging the market down …
Synchronization of chaotic system using a brain-imitated neural network controller and its applications for secure communications
This paper proposes a new hybrid algorithm for secure communication applications. The
proposed algorithm includes a fuzzy brain emotional learning controller (FBELC), a …
proposed algorithm includes a fuzzy brain emotional learning controller (FBELC), a …
Type-2 fuzzy broad learning system
H Han, Z Liu, H Liu, J Qiao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The broad learning system (BLS) has been identified as an important research topic in
machine learning. However, the typical BLS suffers from poor robustness for uncertainties …
machine learning. However, the typical BLS suffers from poor robustness for uncertainties …
A new type-3 fuzzy logic approach for chaotic systems: robust learning algorithm
MW Tian, SR Yan, J Liu, KA Alattas… - Mathematics, 2022 - mdpi.com
The chaotic systems have extensive applications in various branches of engineering
problems such as financial problems, image processing, secure communications, and …
problems such as financial problems, image processing, secure communications, and …
PAC: A novel self-adaptive neuro-fuzzy controller for micro aerial vehicles
There exists an increasing demand for a flexible and computationally efficient controller for
micro aerial vehicles (MAVs) due to a high degree of environmental perturbations. In this …
micro aerial vehicles (MAVs) due to a high degree of environmental perturbations. In this …
4-D memristive chaotic systems-based audio secure communication using dual-function-link fuzzy brain emotional controller
This paper aims to propose an efficient algorithm for the synchronization of 4-D memristive
chaotic systems and their applications for audio secure communication. A dual-function-link …
chaotic systems and their applications for audio secure communication. A dual-function-link …