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Research on SoftMan Component Dynamic Evolution System and Its Distributed Multiā€tasks Collaboration Mechanism Based on Game Theory

Authors :
Qingchuan Zhang
Qian Cao
Caifeng Cao
Ruifang Zhang
Min Zuo
Mingwen Bi
Source :
Chinese Journal of Electronics. 27:783-791
Publication Year :
2018
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2018.

Abstract

Taking the technical requirements for the dynamicity and flexibility of software system in open network environment as cut-in points, this paper put forward a novel dynamic component model named SoftMan component (SMC) which was well-formed and evolvable. And then a distributed multi-task collaboration mechanism based on game theory in SoftMan component dynamic evolution system is put forward in order to maximize the utilization of computing resources and resolve multi-tasks collaboration problem. Three kinds of experiments are designed to test the feasibility, robustness and performance of distributed multi-tasks collaboration mechanism. Results show that distributed multi-tasks collaboration mechanism based on game theory has a higher success rate and accuracy with good algorithm stability and reliability.

Details

ISSN :
20755597 and 10224653
Volume :
27
Database :
OpenAIRE
Journal :
Chinese Journal of Electronics
Accession number :
edsair.doi...........4da5b97777eb7cb0df2c7ca955ebfaa1
Full Text :
https://doi.org/10.1049/cje.2018.01.004