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Unraveling non-genetic heterogeneity in cancer with dynamical models and computational tools
Individual cells within an otherwise genetically homogenous population constantly undergo fluctuations in their molecular state, giving rise to...
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Functional Model of Adaptive Network Topology of Large-Scale Systems Based on Dynamical Graph Theory
AbstractA model that can describe the functioning of large-scale systems with a dynamical and adaptive network topology is developed. Dynamical graph...
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Decomposition-based multiobjective evolutionary algorithm with density estimation-based dynamical neighborhood strategy
The multiobjective evolutionary algorithm based on decomposition (MOEA/D) decomposes a multiobjective optimization problem (MOP) into several scalar...
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Sampling-Like Dynamics of the Nonlinear Dynamical System Combined with Optimization
When considering computation using physical phenomena beyond established digital circuits, the variability of the device must be addressed. In this...
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Dynamical Properties of Externally Driven TCP traffic
One of the most influential achievements of the last sanctuary was the emergence of a decentralized, highly heterogenous, global communication...
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An Investigation of Graceful Degradation in Boolean Network Robots Subject to Online Adaptation
The ability to resist to faults is a desired property in robotic systems. However, it is also hard to obtain, having to modify the behavior to face...
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A machine learning-based clustering approach to diagnose multi-component degradation of aircraft fuel systems
Accurate fault diagnosis and prognosis can significantly reduce maintenance costs, increase the safety and availability of engineering systems that...
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Fast image encryption based on new cascade chaotic system and Rubik’s cube strategy
The strength and effectiveness of a chaotic image cryptosystem are closely related to the complexity of the used chaotic maps. This paper first...
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On the Characteristics and Structures of Dynamical Systems Suitable for Reservoir Computing
We present an overview of mathematical aspects of Reservoir Computing (RC). RC is a machine learning method suitable for physical implementation,...
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A delay coupling method to reduce the dynamical degradation of digital chaotic maps and its application for image encryption
In this study, a novel delayed coupled chaotic model to reduce the dynamical degradation of digital chaotic maps is firstly proposed. In this model,...
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A new perturbation-feedback hybrid control method for reducing the dynamic degradation of digital chaotic systems and its application in image encryption
In a finite precision computing environment, the trajectories of all chaotic sequences enter a cycle leading to degradation of their dynamics. In...
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A 1D coupled hyperbolic tangent chaotic map with delay and its application to password generation
This paper proposes a new one-dimensional chaotic map. The map consists of a coupling between two hyperbolic tangent terms, where the second term is...
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Dynamical analysis of diversity in rule-based open source network intrusion detection systems
Diverse layers of defence play an important role in the design of defence-in-depth architectures. The use of Intrusion Detection Systems (IDSs) are...
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Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos
We present the physics-informed long short-term memory (PI-LSTM) network to reconstruct and predict the evolution of unmeasured variables in a...
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Artificial Bee Colony-Based Dynamic Sliding Mode Controller for Integrating Processes with Inverse Response and Deadtime
A strategy for optimizing the settings of a dynamical sliding mode controller using an artificial bee colony optimization algorithm is proposed in...
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Exploring high-quality image deraining Transformer via effective large kernel attention
In recent years, Transformer has demonstrated significant performance in single image deraining tasks. However, the standard self-attention in the...
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Fractional core-based collapse mechanism and structural optimization in complex systems
Catastrophic and major disasters in real-world systems ranging from financial markets and ecosystems, often show generic early-warning signals that...
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Multimedia contents confidentiality preservation in constrained environments: a dynamic approach
A novel image cryptographic scheme is introduced in this paper. The proposed method incorporates two modules: confusion module and diffusion module....
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Trajectory Planning of Aerial Manipulators Based on Inertial Decomposition
Aerial manipulator poses a challenging trajectory planning problem because of the dynamical coupling between the quadrotor and the robotic arms....
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A symmetric image encryption scheme based on hybrid analog-digital chaotic system and parameter selection mechanism
In recent years, various chaos-based image encryption algorithms have been proposed to meet the growing demand for real-time secure image...
