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Robust stability for stochastic interval delayed Hopfield neural networks
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作者 张玉民 沈铁 +1 位作者 廖晓昕 殷志祥 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期436-439,共4页
A type of stochastic interval delayed Hopfield neural networks as du(t) = [-AIu(t) + WIf(t,u(t)) + WIτf7τ(uτ(t)] dt +σ(t, u(t), uτ(t)) dw(t) on t≥0 with initiated value u(s) = ζ(s) on - τ≤s≤0 has been studie... A type of stochastic interval delayed Hopfield neural networks as du(t) = [-AIu(t) + WIf(t,u(t)) + WIτf7τ(uτ(t)] dt +σ(t, u(t), uτ(t)) dw(t) on t≥0 with initiated value u(s) = ζ(s) on - τ≤s≤0 has been studied. By using the Razumikhin theorem and Lyapunov functions, some sufficient conditions of their globally asymptotic robust stability and global exponential stability on such systems have been given. All the results obtained are generalizations of some recent ones reported in the literature for uncertain neural networks with constant delays or their certain cases. 展开更多
关键词 stochastic interval delayed Hopfield neural network brownian motion Ito formula robust stability.
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Decentralized network management based on mobile agent
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作者 LiFeng FengShan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第4期747-752,共6页
The mobile agent technology can be employed effectively for the decentralized management of complex networks. We show how the integration of mobile agent with legacy management protocol, such as simple network managem... The mobile agent technology can be employed effectively for the decentralized management of complex networks. We show how the integration of mobile agent with legacy management protocol, such as simple network management protocol (SNMP), leads to decentralized management architecture. HostWatcher is a framework that allows mobile agents to roam network, collect and process data, and perform certain adaptive actions. A prototype, system is built and a quantitative analysis underlines the benefits in respect to reducing network load. 展开更多
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