How to generate vector of n random numbers between 0 and 1 to x decimal places?

1 view (last 30 days)
Hello! I'd like to generate a vector of n random numbers between 0 and 1 that sum to 1 to x decimal places. Based on other community answers, I created the following function but due to rounding error, the sum of the numbers doesn't always sum to 1 (e.g. it may sum to 0.99 or 1.02). Right now, my workaround idea is to offset the difference by subtracting this value (e.g. -0.01 or +0.02) from one of the vector's elements, but I was wondering if there is a cleaner way to do this. Thanks for any help you can provide!
In this case, x = 2.
function [scenarioProbabilities] = generateScenarioProbabilities(n)
% Generates probability of realization for each scenario
for i = 1:n
scenarioProbabilities = rand(n, 1);
sumOfProbabilities = sum(scenarioProbabilities);
scenarioProbabilities = roundn(bsxfun(@rdivide, scenarioProbabilities, sumOfProbabilities),-2);
end
end

Answers (1)

Roger Stafford
Roger Stafford on 21 Mar 2016
You might be interested in the function I wrote for the File Exchange:
http://www.mathworks.com/matlabcentral/fileexchange/9700-random-vectors-with-fixed-sum

Categories

Find more on Random Number Generation in Help Center and File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!