Online distributed stochastic learning algorithm for convex optimization in time-varying directed networks

Jueyou Li; Chuanye Gu; Zhiyou Wu

doi:10.1016/j.neucom.2019.03.094

ScienceGate Book Chapters

JOURNAL ARTICLE

Online distributed stochastic learning algorithm for convex optimization in time-varying directed networks

Jueyou Li Chuanye Gu Zhiyou Wu

Year: 2019 Journal: Neurocomputing Vol: 416 Pages: 85-94 Publisher: Elsevier BV

DOI: 10.1016/j.neucom.2019.03.094

Get Full-Text PDF Get Analytical Report

Keywords:

Regret Convex function Lipschitz continuity Convex optimization Mathematical optimization Computer science Regular polygon Upper and lower bounds Distributed algorithm Online algorithm Sequence (biology) Set (abstract data type) Algorithm Mathematics

Metrics

Cited By

1.16

FWCI (Field Weighted Citation Impact)

Refs

0.79

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Distributed Control Multi-Agent Systems

Physical Sciences → Computer Science → Computer Networks and Communications

Distributed Sensor Networks and Detection Algorithms

Physical Sciences → Computer Science → Computer Networks and Communications

Mathematical and Theoretical Epidemiology and Ecology Models

Health Sciences → Medicine → Public Health, Environmental and Occupational Health

Online distributed stochastic learning algorithm for convex optimization in time-varying directed networks

Metrics

Citation History

Topics

Related Documents

Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks

Distributed Stochastic Algorithm for Convex optimization Problem Over Time-varying Directed Graphs

Distributed Online Convex Optimization on Time-Varying Directed Graphs

Continuous-time distributed convex optimization on time-varying directed networks

Distributed subgradient-push online convex optimization on time-varying directed graphs