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The dynamic analysis, FPGA implementation, and adaptive synchronization control application of a multi‐vortex chaotic system based on nonlinear functions
In this paper, a three-dimensional Jerk chaotic system with saddle-focus equilibrium point and special rotational characteristics of attractors is...
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Dynamic Feedback Tracking Control for Interval Type-2 T-S Fuzzy Nonlinear System Based on Adaptive Event-Triggered Strategy
This paper explores the tracking control problem for a category of discrete-time nonlinear networked control systems (NCSs) with unknown state,...
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Asymmetric time-varying integral barrier Lyapunov function based adaptive optimal control for nonlinear systems with dynamic state constraints
This paper investigates the issue of adaptive optimal tracking control for nonlinear systems with dynamic state constraints. An asymmetric...
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Multiple Model Adaptive Control of Nonlinear Systems Based on Dynamic Optimization
AbstractIn multiple model control, the model set is very important to the control performance. A novel multiple model control algorithm based on...
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Effects of nonlinear dynamic online assessment model on language learners’ learning outcomes and cognitive load
This study investigates the differential impacts of various online language assessment models—specifically, the Nonlinear Dynamic Individual-Centered...
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Efficiently localizing system anomalies for cloud infrastructures: a novel Dynamic Graph Transformer based Parallel Framework
Cloud environment is a virtual, online, and distributed computing environment that provides users with large-scale services. And cloud monitoring...
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Equilibrium optimizer-based harmony search algorithm with nonlinear dynamic domains and its application to real-world optimization problems
Harmony Search (HS) algorithm is a swarm intelligence algorithm inspired by musical improvisation. Although HS has been applied to various...
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Event-triggered dynamic output-feedback control for a class of Lipschitz nonlinear systems
This paper investigates the problem of dynamic output-feedback control for a class of Lipschitz nonlinear systems. First, a continuous-time...
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Outlier-resistant distributed fusion filtering for nonlinear discrete-time singular systems under a dynamic event-triggered scheme
This paper investigates the problem of outlier-resistant distributed fusion filtering (DFF) for a class of multi-sensor nonlinear singular systems...
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Polynomial Chaos Expansion-Based Nonlinear Filtering for Dynamic State Estimation
In this chapter, a new solution for nonlinear system state estimation is presented, entitled polynomial chaos expansion (PCE)-based square root... -
Learning Stable Nonlinear Dynamical System from One Demonstration
Dynamic systems (DS) methods constitute one of the most commonly employed frameworks for Learning from Demonstration (LfD). The field of LfD aims to... -
ADP-based nonlinear optimal output regulation with nonlinear exosystem
This paper discusses the optimal output regulation problem for nonlinear systems with a nonlinear exosystem. Adaptive dynamic programming and...
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Simulation and Nonlinear Observer of Multi Scroll Chaotic System
At present, the generation of multi scroll chaotic system mainly lies in constructing appropriate nonlinear function to generate multi scroll chaotic... -
A unified scheme for nonlinear dynamic direct time integration methods: a comparative study on the application of multi-point methods
In this article, we first present a unified scheme to apply nonlinear dynamic time integration methods. The unified scheme covers many existing time...
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Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach
For the large-scale nonlinear systems subject to dynamic uncertainties, an adaptive multi-dimensional Taylor network (MTN)-based decentralized...
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Fully actuated system approach to attitude control of flexible spacecraft with nonlinear time-varying inertia
A high-order fully actuated (HOFA) system approach is proposed for the attitude control problem of a flexible spacecraft with nonlinear and...
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Disturbance-observer-based adaptive dynamic surface control for nonlinear systems with input dead-zone and delay using neural networks
Disturbance-observer-based adaptive neural control approach is proposed for nonlinear systems. Considering the effect caused by long input delay and...
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Regularization for Nonlinear System Identification
In this chapter we review some basic ideas for nonlinear system identification. This is a complex area with a vast and rich literature. One reason... -
Observer-based adaptive backstep** control for Mimo nonlinear systems with unknown hysteresis: a nonlinear gain feedback approach
In this article, an adaptive neural network (NN) control problem is studied for nonstrict-feedback multi-input multi-output (MIMO) nonlinear systems...
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Comparative performance analysis of fractional-order nonlinear PID controller for complex surge tank system: tuning through machine learning control approach
In this research article, a fractional-order nonlinear Proportional plus Integral plus Derivative (FONPID) controller is incorporated into a complex...