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	An adaptive stochastic linearized augmented Lagrangian method for nonconvex constrained stochastic optimization 期刊论文 MATHEMATICAL PROGRAMMING, 2025 作者: Zuo, Shiji; Wang, Xiao; Wang, Hao Adobe PDF(1115Kb) \| 收藏 \| 浏览/下载：64/9 \| 提交时间：2025/03/27 Nonconvex constrained optimization Stochastic approximation High probability Oracle complexity Global convergence
	A Unified Dual Consensus Approach to Distributed Optimization with Globally-Coupled Constraints 期刊论文 IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2025 作者: Liu, Zixuan; Wu, Xuyang; Wang, Dandan; Lu, Jie Adobe PDF(1011Kb) \| 收藏 \| 浏览/下载：77/13 \| 提交时间：2025/03/20 Constrained Optimization Distributed Optimization Primal-Dual Method Proximal Algorithm
	Distributed Sparse Covariance Matrix Estimation 会议论文 2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024 作者: Wenfu Xia; Ziping Zhao; Ying Sun Adobe PDF(425Kb) \| 收藏 \| 浏览/下载：270/1 \| 提交时间：2024/09/18 Constrained optimization Convex optimization Covariance matrix Data privacy Iterative methods Maximum likelihood estimation Optimization algorithms Centralised Communication privacy Covariance matrices Covariance matrix estimation Decentralized optimization Iterative shrinkagethresholding algorithms Ma ximum likelihoods Maximum-likelihood Nonconvex optimization Sparsity
	A High-Frequency Re-Optimization Network for MRI Reconstruction with CT as the Prior 会议论文 2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024 作者: Wenlei Shang; Wenjian Liu; Ying Cheng; Zijian Zhou; Guohua Cao Adobe PDF(2295Kb) \| 收藏 \| 浏览/下载：257/17 \| 提交时间：2024/08/26 Compressed sensing Constrained optimization Deep learning Diffusion tensor imaging Image reconstruction Magnetic resonance imaging Nuclear magnetic resonance Compressed-Sensing Computed tomography High frequency HF High quality Lifting schemes MR-images MRI reconstruction Optimisations Prior information Prior-constrained MRI reconstruction
	Configuration-Constrained Tube MPC 期刊论文 AUTOMATICA, 2024, 卷号: 163 作者: Villanueva, Mario Eduardo; Müller, Matthias A.; Houska, Boris Adobe PDF(997Kb) \| 收藏 \| 浏览/下载：322/0 \| 提交时间：2024/02/23 Constrained optimization Convex optimization Linear systems Predictive control systems Robust control Tubes (components) Configuration constraints Control laws Convex optimisation Convex optimization problems Elastic tubes Model-predictive control Multiplicative uncertainty Robust model predictive control Tube model Vertex configurations
	Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework 会议论文 PROCEEDINGS OF MACHINE LEARNING RESEARCH, Edmonton, AB, Canada, June 30, 2024 - July 3, 2024 作者: Guo, Hengquan; Liu, Xin Adobe PDF(1646Kb) \| 收藏 \| 浏览/下载：281/3 \| 提交时间：2024/10/11 Constrained optimization Cost functions Lyapunov functions Lyapunov methods Regression analysis Constraint violation Contextual banditti Decision framework Function class General functions Off-line problems Optimisations Realizability conditions Slater condition Stochastics
	CONSTRAINED MULTI-OBJECTIVE OPTIMIZATION OF HELIUM LIQUEFACTION CYCLE 期刊论文 THERMAL SCIENCE, 2024, 卷号: 28, 期号: 4, 页码: 2777-2790 作者: Shi, Min; Shi, Tongqiang; Shi, Lei; Ouyang, Zhengrong; Li, Junjie Adobe PDF(1009Kb) \| 收藏 \| 浏览/下载：199/2 \| 提交时间：2024/08/23 Constrained optimization Cooling Costs Efficiency Exergy Heat exchangers Liquefaction Liquefied gases Multiobjective optimization Stability Temperature Wheels % reductions Collin cycle Constrained multi-objective optimizations Cooling Capacity Economic costs Exergy efficiencies Helium cryo-plant Ideal solutions Pareto frontiers Tip speed
	Constrained Dueling Bandits for Edge Intelligence 期刊论文 IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 卷号: PP, 期号: 99, 页码: 1126-1136 作者: Shangshang Wang; Ziyu Shao; Yang Yang Adobe PDF(1994Kb) \| 收藏 \| 浏览/下载：162/2 \| 提交时间：2025/01/06 Constrained optimization - Costs - Crowdsourcing - Decision making Bandit learning - Budget constraint - Dueling bandit - Long-term budget constraint - Lyapunov optimization - On-line controls - Optimisations - Quantitive - Uncertainty - Workers'
	Data-Driven Joint Distributionally Robust Chance-Constrained Operation for Multiple Integrated Electricity and Heating Systems 期刊论文 IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2024, 卷号: PP, 期号: 99, 页码: 1782-1798 作者: Junyi Zhai; Yuning Jiang; Ming Zhou; Yuanming Shi; Wei Chen Adobe PDF(19718Kb) \| 收藏 \| 浏览/下载：208/0 \| 提交时间：2024/03/29 Alternating minimization algorithm data-driven distributed optimization integrated electricity and heating systems joint distributionally robust chance-constrained optimized CVaR approximation
	Configuration-Constrained Tube MPC for Tracking 期刊论文 IEEE CONTROL SYSTEMS LETTERS, 2024, 卷号: PP, 期号: 99, 页码: 1-1 作者: Filippo Badalamenti; Sampath Kumar Mulagaleti; Alberto Bemporad; Boris Houska; Mario Eduardo Villanueva Adobe PDF(464Kb) \| 收藏 \| 浏览/下载：453/0 \| 提交时间：2024/06/11 Asymptotic stability Constrained optimization Controllers Linear systems Predictive control systems Robust control Constrained controls Linear parameter varying systems Model-predictive control Optimal controls Optimisations Predictive control Predictive control for linear system Symbol Uncertainty

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