Multi objective dynamic task scheduling optimization algorithm based on deep reinforcement learning

Yuqing Cheng; Zhiying Cao; Xiuguo Zhang; Qilei Cao; Dezhen Zhang

doi:10.1007/s11227-023-05714-1

ScienceGate Book Chapters

JOURNAL ARTICLE

Multi objective dynamic task scheduling optimization algorithm based on deep reinforcement learning

Yuqing Cheng Zhiying Cao Xiuguo Zhang Qilei Cao Dezhen Zhang

Year: 2023 Journal: The Journal of Supercomputing Vol: 80 (5)Pages: 6917-6945 Publisher: Springer Science+Business Media

DOI: 10.1007/s11227-023-05714-1

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Reinforcement learning Distributed computing Cloud computing Dynamic priority scheduling Energy consumption Scheduling (production processes) Asynchronous communication Adaptability Schedule Edge device Response time Real-time computing Artificial intelligence Computer network Mathematical optimization

Metrics

Cited By

16.26

FWCI (Field Weighted Citation Impact)

Refs

0.98

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

IoT and Edge/Fog Computing

Physical Sciences → Computer Science → Computer Networks and Communications

Cloud Computing and Resource Management

Physical Sciences → Computer Science → Information Systems

Advanced Technology in Applications

Physical Sciences → Computer Science → Information Systems

Multi objective dynamic task scheduling optimization algorithm based on deep reinforcement learning

Metrics

Citation History

Topics

Related Documents

Multi-objective optimization for dynamic logistics scheduling based on hierarchical deep reinforcement learning

A dynamic task-assisted constrained multimodal multi-objective optimization algorithm based on reinforcement learning

Multi-objective scheduling optimization for electric vehicles based on deep reinforcement learning

Research on Multi-Agent Task Scheduling Optimization Based on Deep Reinforcement Learning

Deep Reinforcement Learning-based Multi-task Optimization Algorithm for Industrial Robots