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Convex operator-theoretic methods in stochastic control
期刊论文
AUTOMATICA, 2025, 卷号: 177
作者:
Houska, Boris
Adobe PDF(1250Kb)
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浏览/下载：30/9
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提交时间：2025/04/25
Choquet integral
Control theory
Fokker Planck equation
Galerkin methods
Global optimization
Mathematical operators
Nonlinear equations
Optimal control systems
Partial differential equations
Sobolev spaces
Stochastic control systems
Stochastic programming
Stochastic systems
Condition
Controlled diffusion
Convex duality
Ergodics
Fokker-planck- kolmogorov equations
Global optimality
Hamilton Jacobi Bellman equation
Stochastic control
Stochastic optimal control
Stochastic optimal control problem
Over-the-Air Federated Edge Learning with Integrated Sensing, Communication, and Computation
会议论文
2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), Hangzhou, China, 7-9 Aug. 2024
作者:
Dingzhu Wen
;
Sijing Xie
;
Xiaowen Cao
;
Yuanhao Cui
;
Weijie Yuan
Adobe PDF(402Kb)
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浏览/下载：389/9
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提交时间：2024/09/30
Adversarial machine learning
Contrastive Learning
Machine learning
Resource allocation
Stochastic control systems
Stochastic models
Stochastic systems
Batch sizes
Edge server
Human motion recognition
Integrated sensing
Local model
Machine learning models
Noise ratio
Over the airs
Sensing data
Signal to noise
Dynamics of an HIV/AIDS transmission model with protection awareness and fluctuations
期刊论文
CHAOS, SOLITONS AND FRACTALS, 2023, 卷号: 169
作者:
Zhai, Xuanpei
;
Li, Wenshuang
;
Wei, Fengying
;
Mao, Xuerong
Adobe PDF(1745Kb)
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浏览/下载：374/96
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提交时间：2023/03/17
Diseases
Lyapunov functions
Numerical methods
Stochastic control systems
Stochastic systems
Condition
Dynamic behaviors
Extinction
HIV/AIDS
HIV/AIDS infection
Protection awareness
Stationary distribution
Stochastic-modeling
Stochastics
Transmission model
Online Nonstochastic Control with Adversarial and Static Constraints
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Honolulu, HI, United states, July 23, 2023 - July 29, 2023
作者:
Liu, Xin
;
Yang, Zixian
;
Ying, Lei
Adobe PDF(1822Kb)
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浏览/下载：182/0
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提交时间：2023/11/10
Constrained optimization
Linear control systems
Machine learning
Subroutines
Constraint violation
Control policy
Control problems
Cumulative cost
Linear controls
Non-stochastic
Online convex optimizations
State of the art
Static constraints
Sublinear
Multi-Symmetric Lyapunov Equations
期刊论文
IEEE CONTROL SYSTEMS LETTERS, 2023, 卷号: 7, 页码: 1-1
作者:
Xvting Gao
;
Mario E. Villanueva
;
Boris Houska
Adobe PDF(429Kb)
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浏览/下载：469/8
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提交时间：2022/07/25
Digital control systems
Discrete time control systems
Lyapunov functions
Optimal control systems
Probability distributions
Stochastic control systems
Stochastic systems
Tensors
Discrete
time systems
Lyapunov equation
Moment-based computing
Optimal controls
Probability: distributions
Recursions
Stochastic optimal control
Symbol
Symmetrics
Uncertainty
Ambiguity tube MPC
期刊论文
AUTOMATICA, 2022, 卷号: 146
作者:
Wu, Fan
;
Villanueva, Mario Eduardo
;
Houska, Boris
Adobe PDF(834Kb)
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浏览/下载：370/0
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提交时间：2022/11/04
Controllers
Cost functions
Markov processes
Predictive control systems
Risk assessment
Robust control
Statistical mechanics
Stochastic control systems
Stochastic models
Stochastic systems
Control performance
Martingale theory
Model predictive controllers
Model-predictive control
Nonlinear stochastic process
Performance measure
Robust modeling
Stability analyze
Stochastic control
Tube model
Model predictive control
Stability analysis
Multi-Symetric Lyapunov Equations
期刊论文
IEEE CONTROL SYSTEMS LETTERS, 2022, 卷号: 7, 页码: 490-495
作者:
Xvting Gao
Adobe PDF(431Kb)
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浏览/下载：175/1
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提交时间：2024/03/15
Linear systems
Lyapunov equations
moment-based computing
stochastic optimal control
Online User-AP Association With Predictive Scheduling in Wireless Caching Networks
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 6, 页码: 2116-2129
作者:
Huang, Xi
;
Zhao, Shuang
;
Gao, Xin
;
Shao, Ziyu
;
Qian, Hua
Adobe PDF(1239Kb)
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浏览/下载：799/222
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提交时间：2022/12/16
Stability
Stochastic systems
Throughput
Media streaming
Resource allocation
Queueing theory
Quality control
Scheduling
Analysis and simulation
Content delivery
Delay reduction
Predictive scheduling
Queue stability
Resource allocation schemes
Stochastic network optimizations
Throughput maximization
On stochastic linear systems with zonotopic support sets
期刊论文
AUTOMATICA, 2020, 卷号: 111
作者:
Villanueva, Mario E.
;
Houska, Boris
Adobe PDF(518Kb)
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浏览/下载：1054/368
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提交时间：2019/12/31
Feedback control
Linear systems
Lyapunov functions
Polynomials
Random processes
Robust control
Stochastic systemsChebyshev polynomials of the second kind
Distributed random variables
Limit distribution
Lyapunov equation
Robust feedback control
State distributions
State sequences
Stochastic linear systems
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