Found 7,517 Documents (Results 1–100)
Multivariable adaptive decoupling control based on stochastic configuration networks with serial-parallel switching distribution. (English) Zbl 07916173
Prediction of discretization of online GMsFEM using deep learning for Richards equation. (English) Zbl 1543.65160
Evolutionary economics. (English) Zbl 07925548
Springer Texts in Business and Economics. Singapore: Springer (ISBN 978-981-97-1381-3/hbk; 978-981-97-1384-4/pbk; 978-981-97-1382-0/ebook). xvi, 328 p. (2024).
Two-terminal reliability of the \(K_4\)-ladder – revisited. (English) Zbl 07924210
Vlachos, Dimitrios (ed.), Mathematical modeling in physical sciences. 12th IC-MSQUARE, Belgrade, Serbia, August 28–31, 2023. Cham: Springer. Springer Proc. Math. Stat. 446, 195-209 (2024).
Quasi-projective synchronization analysis for delayed stochastic quaternion-valued neural networks via state-feedback control strategy. (English) Zbl 07924055
Semiparametric estimation for dynamic networks with shifted connecting intensities. (English) Zbl 07923919
MSC:
62Pxx
Recent developments in machine learning methods for stochastic control and games. (English) Zbl 07923331
Networks of reinforced stochastic processes: a complete description of the first-order asymptotics. (English) Zbl 07923194
Observer-based adaptive neural asynchronous \(H_\infty\) control for fuzzy Markov jump systems under FDI attacks. (English) Zbl 07919309
Incipient fault detection and isolation with Cauchy-Schwarz divergence: a probabilistic approach. (English) Zbl 07919274
A non-monotone trust-region method with noisy oracles and additional sampling. (English) Zbl 07914769
Approximation rates for deep calibration of (rough) stochastic volatility models. (English) Zbl 07914761
Maximum-correntropy-based sequential method for fast neural population activity reconstruction in the cortex from incomplete abnormally-disturbed noisy measurements. (English) Zbl 07912560
Effect of wedge duration and electromagnetic noise on spiral wave dynamics. (English) Zbl 07912558
Reviewer: Nikolay Kyurkchiev (Plovdiv)
Distributed stochastic optimization algorithm with non-consistent constraints in time-varying unbalanced networks. (English) Zbl 07909866
Stochastic pix2vid: a new spatiotemporal deep learning method for image-to-video synthesis in geologic \(\mathrm{CO_2}\) storage prediction. (English) Zbl 07909562
Turing bifurcation in the Swift-Hohenberg equation on deterministic and random graphs. (English) Zbl 07908393
Adaptive control and synchronization of complex dynamical systems with various types of delays and stochastic disturbances. (English) Zbl 07906758
Reviewer: Jiu-Gang Dong (Dalian)
Finite-time synchronisation for Markovian master-slave neural networks with weighted try-once-discard protocol and static intermittent control. (English) Zbl 07903840
State estimation for proportional delayed complex-valued memristive neural networks. (English) Zbl 07903574
Greedy deep stochastic configuration networks ensemble with boosting negative correlation learning. (English) Zbl 07903565
Distributed heterogeneous multi-agent optimization with stochastic sub-gradient. (English) Zbl 07903367
Weyl almost automorphic oscillation in finite-dimensional distributions to stochastic SICNNs with D operator. (English) Zbl 07902964
Hybrid-attack-resistant distributed state estimation for nonlinear complex networks with random coupling strength and sensor delays. (English) Zbl 1543.93337
On joint marginal expected shortfall and associated contribution risk measures. (English) Zbl 07900984
Reviewer: Pavel Stoynov (Sofia)
The dance of neurons: exploring nonlinear dynamics in brain networks. (English) Zbl 07900556
Reviewer: Nikolay Kyurkchiev (Plovdiv)
Protocol-based state estimation of two-time-scale complex networks with nonhomogeneous sojourn probabilities. (English) Zbl 07900549
A graph-theoretic method to the existence of stationary distribution of stochastic multi-layer networks with Markovian switching. (English) Zbl 1542.92165
Stochastic model for rumor blocking problem in social networks under rumor source uncertainty. (English) Zbl 07900452
Wu, Weili (ed.) et al., Computing and combinatorics. 29th international conference, COCOON 2023, Hawaii, HI, USA, December 15–17, 2023. Proceedings. Part II. Cham: Springer. Lect. Notes Comput. Sci. 14423, 329-339 (2024).
MSC:
68Rxx
State estimation and structure identification of complex networks with time-varying delays and model uncertainty based on probabilistic graph neural network. (English) Zbl 07900098
Generalized exponential stability of neutral stochastic quaternion-valued neural networks with variable coefficients and infinite delay. (English) Zbl 1542.93326
Almost surely exponential stability of mode-dependent stochastic coupled nonlinear systems with semi-Markovian jump. (English) Zbl 1542.93317
The stochastic fixed-time synchronization of delays neural networks driven by Lévy noise. (English) Zbl 1542.93403
Asymptotic analysis of statistical estimators related to multigraphex processes under misspecification. (English) Zbl 07898694
Incorporating causality in energy consumption forecasting using deep neural networks. (English) Zbl 07898264
Forecasting commodity prices: empirical evidence using deep learning tools. (English) Zbl 1542.91370
State augmented constrained reinforcement learning: overcoming the limitations of learning with rewards. (English) Zbl 07898188
Asymptotical stabilization of logic dynamical systems via output-based random control. (English) Zbl 07897809
Sliding-mode control for sampled-data systems over fading channels: dealing with randomly switching sampling periods. (English) Zbl 07897797
Recurrent equilibrium networks: flexible dynamic models with guaranteed stability and robustness. (English) Zbl 07897774
Robust scheduling in a two-machine re-entrant flow shop to minimise the value-at-risk of the makespan: branch-and-bound and heuristic algorithms based on Markovian activity networks and phase-type distributions. (English) Zbl 07897710
Analysis of a time-cost trade-off in a resource-constrained GERT project scheduling problem using the Markov decision process. (English) Zbl 07897704
Relation coarsest partition method to observability of probabilistic Boolean networks. (English) Zbl 1542.93048
Asynchronous SGD with stale gradient dynamic adjustment for deep learning training. (English) Zbl 07897635
Event-based asynchronous state estimation for Markov jump memristive neural networks. (English) Zbl 07894892
Meta-state-space learning: an identification approach for stochastic dynamical systems. (English) Zbl 1542.93400
A deep learning method for solving multi-dimensional coupled forward-backward doubly SDEs. (English) Zbl 07894803
Deep relaxation of controlled stochastic gradient descent via singular perturbations. (English) Zbl 1542.93276
Exponential stability analysis in mean square for a class of stochastic delay differential equations. (English) Zbl 1542.34052
Links synchronization control for complex networks with stochastic links dynamics. (English) Zbl 1542.93373
Neural networks-based adaptive fault-tolerant control for stochastic nonlinear systems with unknown backlash-like hysteresis and actuator faults. (English) Zbl 1542.93211
Cluster synchronization of stochastic two-layer delayed neural networks via pinning impulsive control. (English) Zbl 1542.34062
Delay dependent complex-valued bidirectional associative memory neural networks with stochastic and impulsive effects: an exponential stability approach. (English) Zbl 07893460
Finite-time observability of probabilistic Boolean multiplex control networks. (English) Zbl 07893447
Data-driven stability of stochastic mean-field type games via noncooperative neural network adversarial training. (English) Zbl 07892501
MSC:
93-XX
Optimizing criterion for the upper limit of the signal response of brain neurons. (English) Zbl 07889425
Periodically intermittent noise stabilization strategy based on discrete-time state and mode observations for impulsive neural networks with random switching. (English) Zbl 1543.93287
Event-triggered filtering for complex networks subject to random coupling strength and missing measurements: a partial-nodes accessible case. (English) Zbl 1543.93241
Compressive strength prediction of high-performance hydraulic concrete using a novel neural network based on the memristor. (English) Zbl 07886330
Pinning synchronization of delayed neural networks via Markov switched control. (English) Zbl 07885792
Probability-guaranteed distributed set-membership filtering over sensor networks: a stochastic communication protocol case. (English) Zbl 07885777
Finite-time master-slave synchronization for implicit hybrid neural networks under event-triggered guaranteed cost control and random deception attacks. (English) Zbl 1543.93304
Event-triggered differential private distributed fusion estimation for sensor networks with unknown cross-correlations. (English) Zbl 1543.93238
Improved \(\mu\)-state estimation for Markovian switching CVNNs with mixed delays: event-triggered mechanism. (English) Zbl 07885480
Interval type-2 fuzzy stochastic configuration networks for soft sensor modeling of industrial processes. (English) Zbl 07885250
Graph-structured tensor optimization for nonlinear density control and mean field games. (English) Zbl 07885161
Bending behaviour of steel-concrete composite beam with partial shear interface using MCS and ANN. (English) Zbl 07884716
Meta-auto-decoder: a meta-learning-based reduced order model for solving parametric partial differential equations. (English) Zbl 1543.68339
DynGMA: a robust approach for learning stochastic differential equations from data. (English) Zbl 07880871
Uncertainty quantification for goal-oriented inverse problems via variational encoder-decoder networks. (English) Zbl 07878742
Monte Carlo goodness-of-fit tests for degree corrected and related stochastic blockmodels. (English) Zbl 07878565
MSC:
62-XX
Automated importance sampling via optimal control for stochastic reaction networks: a Markovian projection-based approach. (English) Zbl 1542.65008
Input-to-state stability of stochastic Markovian jump genetic regulatory networks. (English) Zbl 07875945
A stochastic model for neural progenitor dynamics in the mouse cerebral cortex. (English) Zbl 07875662
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