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Design a generator for weibull distribution.
written 5.1 years ago by | • modified 4.0 years ago |
Using this generator get a weibull variate for α=8, β=0.75, v=0, and R = 0.612.
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written 5.1 years ago by | • modified 4.0 years ago |
Using this generator get a weibull variate for α=8, β=0.75, v=0, and R = 0.612.
written 5.1 years ago by | • modified 5.1 years ago |
Weibull Distribution
$f(x)=\frac{\beta}{\alpha}\left(\frac{x-v}{\alpha}\right)^{\beta-1} e^{-\left(\frac{x-v}{\alpha}\right)^{\beta}}; x \ge v$
Algorithm:
Step 1: Compute c.d.f. for given random variable X for uniform or Rectangular Distribution it is given by
$f(x)=1-e^{-\left(\frac{x-1}{a}\right)^{\beta}}$
Step 2: Set $f(x) = R $ where R represents a random number uniformly Distributed over [0,1]
$\therefore R=1-e^{-\left(\frac{x-V}{\alpha}\right)^{\beta}}$
*Step 3: * Solve …