Chebyshev interval inclusion function

Versione 1.0.0 (6,74 MB) da JINGLAI
This code is used to interval uncertainty analysis based on Chebyshev interval inclusion function proposed by Jinglai Wu.
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Aggiornato 16 ott 2019

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% function [y_lb,y_ub]=CI_reg(fun_name,a,b,k,K,Expansion)
% Input
% fun_name the called function name
% a the lower bound vector of interval input
% b the upper bound vector of interval input
% k the order of CI expansion
% K the scanning (validation) points of each interval variable
% Expansion expansion type of Chebyshev polynomials-'full' or 'partial'

% Output
% y_lb lower bound of response
% y_ub upper bound of response

% Example
%[y_lb1,y_ub1]=CI_reg(@double_pendulum,[0.99 1.98]',[1.01 2.02]',4,10,'full');

Cita come

JINGLAI (2024). Chebyshev interval inclusion function (https://www.mathworks.com/matlabcentral/fileexchange/73038-chebyshev-interval-inclusion-function), MATLAB Central File Exchange. Recuperato .

[1] J. Wu, Y. Zhang, L. Chen, Z. Luo, A Chebyshev interval method for nonlinear dynamic systems under uncertainty, Applied Mathematical Modelling, 37 (2013) 4578-4591. [2] J. Wu, Z. Luo, Y. Zhang, N. Zhang, L. Chen, Interval uncertain method for multibody mechanical systems using Chebyshev inclusion functions, International Journal for Numerical Methods in Engineering, 95 (2013) 608-630. [3] J. Wu, Z. Luo, N. Zhang, Y. Zhang, A new sampling scheme for developing metamodels with the zeros of Chebyshev polynomials, Engineering Optimization, (2014) 1-25. [4] J. Wu, Z. Luo, J. Zheng, C. Jiang, Incremental modeling of a new high-order polynomial surrogate model, Applied Mathematical Modelling, 40 (2016) 4681-4699.

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Creato con R2019b
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Versione Pubblicato Note della release
1.0.0