Optimal observation schedule for identification of nonlinear distributed systems with applications

S.A. Belbas, M. Sun
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Abstract

A system of quasi-variational inequalities (QVIs) of a novel type is obtained for the problem of optimizing the observation schedule for the problem of parameter identification for nonlinear parabolic and hyperbolic systems with pointwise observations. Results on the existence, uniqueness, and iterative approximation of solutions of the resulting QVI systems are presented. These solutions lead to the synthesis of an optimal observation schedule. The problems considered have applications to heat transfer, environmental problems, continuum mechanics, earthquake engineering, and processing of acoustic and seismic signals.
非线性分布式系统辨识的最优观测调度
针对具有点向观测的非线性抛物型和双曲型系统参数辨识问题的观测调度优化问题,得到了一类新的拟变分不等式系统。给出了所得到的QVI系统解的存在唯一性和迭代逼近性的结果。这些解决方案导致了最优观测计划的综合。所考虑的问题适用于传热、环境问题、连续介质力学、地震工程以及声学和地震信号的处理。
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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