Research on SoftMan Component Dynamic Evolution System and Its Distributed Multi-tasks Collaboration Mechanism Based on Game Theory

ZHANG Qingchuan; ZUO Min; CAO Qian; CAO Caifeng; BI Mingwen; ZHANG Ruifang

doi:10.1049/cje.2018.01.004

Volume 27 Issue 4

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ZHANG Qingchuan, ZUO Min, CAO Qian, et al., “Research on SoftMan Component Dynamic Evolution System and Its Distributed Multi-tasks Collaboration Mechanism Based on Game Theory,” Chinese Journal of Electronics, vol. 27, no. 4, pp. 783-791, 2018, doi: 10.1049/cje.2018.01.004

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ZHANG Qingchuan, ZUO Min, CAO Qian, et al., “Research on SoftMan Component Dynamic Evolution System and Its Distributed Multi-tasks Collaboration Mechanism Based on Game Theory,” Chinese Journal of Electronics, vol. 27, no. 4, pp. 783-791, 2018, doi: 10.1049/cje.2018.01.004

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Research on SoftMan Component Dynamic Evolution System and Its Distributed Multi-tasks Collaboration Mechanism Based on Game Theory

doi: 10.1049/cje.2018.01.004

Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China

Funds: This work is supported by National Key Technology R&D Program of China (No.2016YFD0401205), Training Program Foundation for the Talents of Beijing (No.2015000020124G029), and the Research Foundation for Youth Scholars of Beijing Technology and Business University (No.QNJJ2017-16).

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Corresponding author: ZUO Min (corresponding author) was born in 1973, he received the Ph.D. degree in computer applicaiton from University of Science and Technology Beijing. He is now a professor and a master supervisor at Beijing Technology and Business University. His research interests include intelligent management and artificial intelligence. (Email:zuomin1234@163.com)
Received Date: 2017-03-30
Rev Recd Date: 2017-05-03
Publish Date: 2018-07-10

Abstract

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.
- Component model,
- Open software system,
- Distributed collaboration,
- Multi-tasks,
- Game theory

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References

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