Search Results - "Gradient tracking algorithm"

A Stochastic Gradient Tracking Algorithm for Decentralized Optimization With Inexact Communication

Authors: Suhail M. Shah Raghu Bollapragada

Source: IEEE Transactions on Automatic Control. 70:5864-5879

Subject Terms: Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2307.14942

Privacy-Preserving Push-Based Distributed Implicit Gradient-Tracking Algorithm with Added Noises for Economic Dispatch in Microgrids

Authors: Wei Gong Bing Liu

Source: 2025 37th Chinese Control and Decision Conference (CCDC). :3719-3724

An Improved Distributed Nesterov Gradient Tracking Algorithm for Smooth Convex Optimization Over Directed Networks

Authors: Yifu Lin Wenling Li Bin Zhang et al.

Source: IEEE Transactions on Automatic Control. 70:2738-2745

Distributed Economic Dispatch With Dynamic Power Demand: An Implicit Dual Gradient Tracking Algorithm Under Random-Triggered Transmission Protocol

Authors: Dazhong Ma Mingqi Xing Yuanzheng Li et al.

Source: IEEE Transactions on Power Systems. 40:1931-1942

Quantized Zeroth-Order Gradient Tracking Algorithm for Distributed Nonconvex Optimization Under Polyak–Łojasiewicz Condition

Authors: Lei Xu Xinlei Yi Chao Deng et al.

Source: IEEE Transactions on Cybernetics. 54:5746-5758

Access URL: https://pubmed.ncbi.nlm.nih.gov/38630570

Compressed Gradient Tracking Algorithm for Distributed Aggregative Optimization

Authors: Liyuan Chen Guanghui Wen Hongzhe Liu et al.

Source: IEEE Transactions on Automatic Control. 69:6576-6591

A uniform momentum-based distributed stochastic gradient tracking algorithm for non-convex optimization

Authors: Yantao Li Chaoxu Wu Yingjue Chen et al.

Source: Journal of the Franklin Institute. 362:108040

A Continuous-Time Gradient-Tracking Algorithm for Directed Networks

Authors: Mani H. Dhullipalla Tongwen Chen

Source: IEEE Control Systems Letters. 8:2199-2204

Exact Noise-Robust Distributed Gradient-Tracking Algorithm for Constraint-Coupled Resource Allocation Problems

Authors: Wenwen Wu Shanying Zhu Shuai Liu et al.

Source: 2023 62nd IEEE Conference on Decision and Control (CDC). :7271-7276

Quantized Distributed Gradient Tracking Algorithm With Linear Convergence in Directed Networks

Authors: Yongyang Xiong Ligang Wu Keyou You et al.

Source: IEEE Transactions on Automatic Control. 68:5638-5645

Subject Terms: 0209 industrial biotechnology, 0203 mechanical engineering, Optimization and Control (math.OC), FOS: Mathematics, 02 engineering and technology, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2104.03649

A stochastic gradient tracking algorithm with adaptive momentum for distributed optimization

Authors: Yantao Li Hanqing Hu Keke Zhang et al.

Source: Neurocomputing. 637:130095

Distributed Stochastic Gradient Tracking Algorithm With Variance Reduction for Non-Convex Optimization

Authors: Xia Jiang Xianlin Zeng Jian Sun et al.

Source: IEEE Transactions on Neural Networks and Learning Systems. 34:5310-5321

Subject Terms: FOS: Computer and information sciences, 0209 industrial biotechnology, Computer Science - Distributed, Parallel, and Cluster Computing, Optimization and Control (math.OC), FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Distributed, Parallel, and Cluster Computing (cs.DC), 02 engineering and technology, Mathematics - Optimization and Control

Access URL: https://pubmed.ncbi.nlm.nih.gov/35536804
http://arxiv.org/abs/2106.14479

An Accelerated Gradient Tracking Algorithm with Projection Error for Distributed Optimization

Authors: Xiwang Meng Qingshan Liu Jiang Xiong

Source: 2023 15th International Conference on Advanced Computational Intelligence (ICACI). :1-6

A variance-reduced stochastic gradient tracking algorithm for decentralized optimization with orthogonality constraints

Authors: Wang, Lei Liu, Xin

Source: Journal of Industrial and Management Optimization. 19:7753-7776

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0211 other engineering and technologies, Machine Learning (stat.ML), 02 engineering and technology, Systems and Control (eess.SY), Electrical Engineering and Systems Science - Systems and Control, Machine Learning (cs.LG), Statistics - Machine Learning, Optimization and Control (math.OC), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, FOS: Electrical engineering, electronic engineering, information engineering, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2208.13643

A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization

Authors: Lifeng Zheng Huaqing Li Jun Li et al.

Source: IEEE Transactions on Signal and Information Processing over Networks. 9:60-73

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization

Authors: Huaqing Li Lifeng Zheng Zheng Wang et al.

Source: IEEE Transactions on Emerging Topics in Computational Intelligence. 6:53-65

Subject Terms: 0209 industrial biotechnology, Optimization and Control (math.OC), FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Mathematics - Optimization and Control

Access URL: http://arxiv.org/pdf/1910.08704
http://arxiv.org/abs/1910.08704
https://ieeexplore.ieee.org/document/9186344

A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds

Authors: Wang, Lei Bao, Le Liu, Xin

Subject Terms: Optimization and Control (math.OC), Optimization and Control, 0211 other engineering and technologies, FOS: Mathematics, 02 engineering and technology, 0101 mathematics, 01 natural sciences

Access URL: http://arxiv.org/abs/2401.11573
https://jmlr.org/papers/v26/24-1989.html

Distributed Riemannian Stochastic Gradient Tracking Algorithm on the Stiefel Manifold

Authors: Zhao, Jishu Wang, Xi Lei, Jinlong

Subject Terms: Optimization and Control (math.OC), FOS: Mathematics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2405.16900

A Hierarchical Gradient Tracking Algorithm for Mitigating Subnet-Drift in Fog Learning Networks

Authors: Chen, Evan Wang, Shiqiang Brinton, Christopher G.

Subject Terms: Networking and Internet Architecture (cs.NI), FOS: Computer and information sciences, Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2409.17430

A Nesterov-Like Gradient Tracking Algorithm for Distributed Optimization Over Directed Networks

Authors: Qingguo Lu Xiaofeng Liao Huaqing Li et al.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51:6258-6270

Subject Terms: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/tsmc/tsmc51.html#LuLLH21
https://ieeexplore.ieee.org/document/8952627/