Dynamic Analysis of Service-oriented Advanced Avionics System based on Stochastic Evolutionary Game

Zhaohui Liu, Qingchun Liu, Bingfei Li, Shuo Zhang
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Abstract

Service-oriented advanced avionics system(SOAAS) is a complex network system with different stakeholders. Stake-holders are irrational behavior and may take aberrant behaviors in advanced avionics system. Different behavior will lead the avionics system to different states. In order to accurately predict the development trend of SOAAS and grasp its dynamic characteristics, stochastic evolutionary game theory is applied to study and analyze SOAAS in this paper. A multi-party game model is constructed to describe the behaviours of participant, and Ito stochastic differential equation is established based on stochastic theory to break through the limitation of replicator dynamics equation. The stability problem of SOAAS is effectively analyzed, and sufficient conditions of system stability are given. Simulation results show the correct and practicable of the established game model and analysis method.
基于随机进化博弈的服务型先进航电系统动态分析
面向服务的先进航空电子系统(SOAAS)是一个具有不同利益相关者的复杂网络系统。在先进航电系统中,利益相关者是一种非理性行为,可能会出现异常行为。不同的行为会导致航电系统进入不同的状态。为了准确预测SOAAS的发展趋势,掌握其动态特征,本文运用随机进化博弈论对SOAAS进行研究和分析。构建了描述参与者行为的多方博弈模型,并基于随机理论建立了伊藤随机微分方程,突破了复制因子动力学方程的局限性。有效地分析了soa系统的稳定性问题,给出了系统稳定的充分条件。仿真结果表明所建立的博弈模型和分析方法是正确可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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