نتایج جستجو برای: robust model
تعداد نتایج: 2253658 فیلتر نتایج به سال:
This paper studies the forms of model misspecification that are more likely to persist when an agent compares her subjective with competing models. The learns about action-dependent outcome distribution and makes decisions repeatedly. Aware potential misspecification, she uses a threshold rule switch between models according how well they fit data. A is globally robust if it can against every l...
In this paper, we propose an approach to take into account, in a robust way, part-worth uncertainty share-of-choice (SOC) model. More precisely, extend the method proposed by Wang and Curry endogenously including competition. Indeed their approach, competition is described exogenously model cannot account for competition’s products. Our extension permits us all effects of uncertainty, even thos...
This paper presents a robust model predictive control scheme for a class of discrete-time nonlinear systems subject to state and input constraints. Each subsystem is composed of a nominal LTI part and an additive uncertain non-linear time-varying function which satisfies a quadratic constraint. Using the dual-mode MPC stability theory, a sufficient condition is constructed for synthesizing the ...
In the case of widely-uncertain non-linear system control design, it was very difficult to design a single controller to overcome control design specifications in all of its dynamical characteristics uncertainties. To resolve these problems, a new design method of robust fuzzy control proposed. The solution offered was by creating multiple soft-switching with Takagi-Sugeno fuzzy model for optim...
One of the factors affecting the statistical analysis of the data is the presence of outliers. The methods which are not affected by the outliers are called robust methods. Robust regression methods are robust estimation methods of regression model parameters in the presence of outliers. Besides outliers, the linear dependency of regressor variables, which is called multicollinearity...
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