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  3. Monte Carlo - Virtuoso IC 6.1.5

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Monte Carlo - Virtuoso IC 6.1.5

kenambo
kenambo over 11 years ago

Hi,

In monte carlo analysis, what is the need for the "monte carlo seeds" field.

Is there any result variation for the different number of seeds..

Thanks.

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  • Andrew Beckett
    Andrew Beckett over 11 years ago

    And here's a comparison between two different seeds for more iterations. Again, this is not a monte carlo simulation, but it should show you the idea that the number of iterations makes the mean and standard deviation more stable. Note that if I ran again with the same seed, I'd get the same answers. If I just ran the test again twice in a row, the two histograms (and means and standard deviations) would be slightly different.

    Click on the picture to see it all in a new tab or window in your browser.

    Hopefully that's a reasonable "Random Numbers 101" course?

    Regards,

    Andrew.

     

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  • Andrew Beckett
    Andrew Beckett over 11 years ago

    And here's a comparison between two different seeds for more iterations. Again, this is not a monte carlo simulation, but it should show you the idea that the number of iterations makes the mean and standard deviation more stable. Note that if I ran again with the same seed, I'd get the same answers. If I just ran the test again twice in a row, the two histograms (and means and standard deviations) would be slightly different.

    Click on the picture to see it all in a new tab or window in your browser.

    Hopefully that's a reasonable "Random Numbers 101" course?

    Regards,

    Andrew.

     

    • randomNumbersLots.png
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