Stochastic Computing and Intelligent Optimization Analysis for a Generalized Information Delivery System

Xiaonan Xiao
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Abstract

In this paper, we use the optimal nonlinear random filtering method and intelligent optimization algorithm to study the optimal control problem of a kind of incomplete data and continuous nonstationary stochastic information delivery system. We obtain the two optimal control mathematical models in these two situations; illustrate how to establish the optimal encoding and decoding of the nonstationary stochastic process; and provide an effective and reliable approach for the optimal control of such a process. Keywords—Generalized information; Delivery system; Stochastic analysis; Intelligent optimization algorithm; Optimal control
广义信息传递系统的随机计算与智能优化分析
本文采用最优非线性随机滤波方法和智能优化算法研究了一类不完全数据连续非平稳随机信息传递系统的最优控制问题。得到了这两种情况下的两个最优控制数学模型;说明如何建立非平稳随机过程的最优编码和解码;为这一过程的最优控制提供了一种有效可靠的方法。Keywords-Generalized信息;交付系统;随机分析;智能优化算法;最优控制
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