Open AccessResearch on SoftMan Component Dynamic Evolution System and Its Distributed Multi‐tasks Collaboration Mechanism Based on Game Theory
Author(s) -
Zhang Qingchuan,
Zuo Min,
Cao Qian,
Cao Caifeng,
Bi Mingwen,
Zhang Ruifang
Publication year - 2018
Publication title -
chinese journal of electronics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.267
H-Index - 25
eISSN - 2075-5597
pISSN - 1022-4653
DOI - 10.1049/cje.2018.01.004
Subject(s) - mechanism (biology) , component (thermodynamics) , computer science , distributed computing , game theory , epistemology , mathematics , mathematical economics , physics , philosophy , thermodynamics
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 successrate and accuracy with good algorithm stability and reliability.