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The framework is intended for testing robust multivariable control design methods and nonlinear state-estimation algorithms.
Importantly, the ability of closed-form code design methods and nonlinear numerical models to predict the measured behaviors of the beams was not significantly affected by the aggregate replacement.
We then cover Monte Carlo methods and numerical optimization; finally, neural network methods and nonlinear time-series analysis.
These methods can be classified into linear methods and nonlinear methods.
Comprehensive study includes: discrete linear and nonlinear inverse methods, origin and solution of nonuniqueness, tomography, wave-equation based linear inverse methods, and nonlinear inverse scattering methods.
Three methods of analysis are used for seismic demands evaluation of the target moment-resistant frame buildings: equivalent static load; response spectrum methods and nonlinear time history analysis with suit of nine time history records.
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To ascertain their experimental adequacy, the sensitivity of the two nonlinearity parameters, as measured by the nonlinear resonance vibration method and nonlinear modulation method, were analyzed by comparing the results.
A powerful technique is described for optimizing electromagnetic codes that involve the boundary element method and nonlinear eigenvalue problems.
This study compares three methods to deal with the heteroscedasticity, including the explicit linear modeling (LM) method and nonlinear modeling (NL) method using hyperbolic tangent function, as well as the implicit Box-Cox transformation (BC).
The dimension reduction methods can be divided into two categories: linear method and nonlinear method.
Recently, nonlinear ultrasonic methods such as the nonlinear resonance vibration method and nonlinear modulation method have been introduced.
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