Sign Hessian-Weighted Gradient Algorithms for Distributed Time-Varying Convex Optimization

Bomin Huang; Chengqian Yang; Fei Chen; Weiyao Lan

doi:10.1109/tcns.2024.3487629

ScienceGate Book Chapters

JOURNAL ARTICLE

Sign Hessian-Weighted Gradient Algorithms for Distributed Time-Varying Convex Optimization

Bomin Huang Chengqian Yang Fei Chen Weiyao Lan

Year: 2024 Journal: IEEE Transactions on Control of Network Systems Vol: 12 (1)Pages: 474-484 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tcns.2024.3487629

Get Full-Text PDF Get Analytical Report

Keywords:

Hessian matrix Sign (mathematics) Mathematical optimization Algorithm Convex optimization Regular polygon Computer science Gradient method Mathematics Applied mathematics Mathematical analysis Geometry

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.22

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Sparse and Compressive Sensing Techniques

Physical Sciences → Engineering → Computational Mechanics

Stochastic Gradient Optimization Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Optimization Algorithms Research

Physical Sciences → Mathematics → Numerical Analysis

Sign Hessian-Weighted Gradient Algorithms for Distributed Time-Varying Convex Optimization

Metrics

Topics

Related Documents

Hessian-Free Fixed-/Predefined-Time Algorithms for Distributed Time-Varying Optimization

Distributed Continuous-Time Algorithms for Time-Varying Constrained Convex Optimization

Fenchel Dual Gradient Methods for Distributed Convex Optimization Over Time-Varying Networks

Gradient‐free algorithms for distributed online convex optimization

Fixed-Time Algorithms for Time-Varying Convex Optimization