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biasspace

version 1.0.0 (2.48 KB) by Sven
Generates a vector of non-linearly spaced vector with custom bias in the spacing between points

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Updated 24 Jan 2022

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biasspace Non-linearly spaced vector with custom spacing bias
biasspace(X1,X2,N,BIAS) generates a vector of N points spaced between X1
and X2 with a given point density BIAS. BIAS may be a string designating
a standard bias, or a griddedInterpolant object which provides a
customized point density between X1 and X2.
String BIAS options include:
'linear' - default linspace behavior
'log10','cos','exp10' - See nonLinspace FEX submission by Connor Ott
Customised BIAS is given using a gridded interpolant specifying the
density of points you desired at each location (see example below).
biasspace(...,BIASTYPE) allows BIASTYPE to be specified as "density"
(default) or "spacing". For "spacing", the BIAS interpolant specifies the
desired spacing at locations (i.e., the inverse of density).
Example usage:
figure, hold on
n = 100;
p(1) = plot(biasspace(0,1,n,"linear"),'.-','Tag',"linear");
p(2) = plot(biasspace(0,1,n,"log10"),'.','Tag',"log10");
% A custom bias with 50x more points at either end
vShapedBias = griddedInterpolant([0 0.5 1]',[50 1 50]');
p(3) = plot(biasspace(0,1,n,vShapedBias),'.','Tag',"Custom V-shape");
% Custom bias: 50x more points at 0, then linear between 0.8 and 1.0
biasGi = griddedInterpolant([0 0.8 1]',[50 1 1]');
p(4) = plot(biasspace(0,1,n,biasGi),'.','Tag',"Custom L-shape");
legend(["'linear'" "'log10'" "custom1" "custom2"],"Location","best")

Cite As

Sven (2022). biasspace (https://www.mathworks.com/matlabcentral/fileexchange/105630-biasspace), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2021b
Compatible with R2019b and later releases
Platform Compatibility
Windows macOS Linux
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Acknowledgements

Inspired by: Non-linearly Spaced Vector Generator

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