Results 251 to 260 of about 3,295,261 (308)

Evolutionary algorithms guided by Erdős-Rényi complex networks. [PDF]

PeerJ Comput Sci
Bucheli VA, Solarte Pabón O, Ordoñez H.   +2 more
europepmc   +1 more source

Reinforcement learning-based pinning control for synchronization suppression in complex networks. [PDF]

Heliyon
Li K, Yang L, Guan C, Leng S.
europepmc   +1 more source

Data‐driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition

International Journal of Adaptive Control and Signal Processing, EarlyView.
Summary Data‐driven forecasting of ship motions in waves is investigated through feedforward and recurrent neural networks as well as dynamic mode decomposition. The goal is to predict future ship motion variables based on past data collected on the field, using equation‐free approaches.
Matteo Diez, Mauro Gaggero, Andrea Serani   +2 more
wiley   +1 more source

Study on the Stability of Complex Networks in the Stock Markets of Key Industries in China. [PDF]

Entropy (Basel)
Wang Z, Zhang G, Ma X, Wang R.
europepmc   +1 more source

A Q‐Learning Algorithm to Solve the Two‐Player Zero‐Sum Game Problem for Nonlinear Systems

International Journal of Adaptive Control and Signal Processing, Volume 39, Issue 3, Page 566-581, March 2025.
A Q‐learning algorithm to solve the two‐player zero‐sum game problem for nonlinear systems. ABSTRACT This paper deals with the two‐player zero‐sum game problem, which is a bounded L2$$ {L}_2 $$‐gain robust control problem. Finding an analytical solution to the complex Hamilton‐Jacobi‐Issacs (HJI) equation is a challenging task.
Afreen Islam, Anthony Siming Chen, Guido Herrmann   +2 more
wiley   +1 more source

Finding influential nodes in complex networks based on Kullback-Leibler model within the neighborhood. [PDF]

Sci Rep
Wang G, Sun Z, Wang T, Li Y, Hu H.
europepmc   +1 more source

Performance Triggered Adaptive Model Reduction for Soil Moisture Estimation in Precision Irrigation

International Journal of Adaptive Control and Signal Processing, EarlyView.
ABSTRACT Accurate soil moisture information is essential for precise irrigation to enhance water use efficiency. Estimating soil moisture based on limited soil moisture sensors is especially critical for obtaining comprehensive soil moisture information when dealing with large‐scale agricultural fields.
Sarupa Debnath, Bernard Twum Agyeman, Soumya Ranjan Sahoo, Xunyuan Yin, Jinfeng Liu   +4 more
wiley   +1 more source

Peptide hemolytic activity analysis using visual data mining of similarity-based complex networks. [PDF]

NPJ Syst Biol Appl
Castillo-Mendieta K, Agüero-Chapin G, Marquez EA, Perez-Castillo Y, Barigye SJ, Vispo NS, García-Jacas CR, Marrero-Ponce Y.   +7 more
europepmc   +1 more source

Neural Network Adaptive Control With Long Short‐Term Memory

International Journal of Adaptive Control and Signal Processing, EarlyView.
ABSTRACT In this study, we propose a novel adaptive control architecture that provides dramatically better transient response performance compared to conventional adaptive control methods. This is accomplished by the synergistic employment of a traditional adaptive neural network (ANN) controller and a long short‐term memory (LSTM) network.
Emirhan Inanc, Abdullah Habboush, Yigit Gurses, Yildiray Yildiz, Anuradha M. Annaswamy   +4 more
wiley   +1 more source

Unlocking ensemble ecosystem modelling for large and complex networks. [PDF]

PLoS Comput Biol
Vollert SA, Drovandi C, Adams MP.
europepmc   +1 more source