How Does Fortran Generate Random Numbers?

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SUMMARY

Fortran generates random numbers using algorithms that produce pseudorandom sequences, primarily through linear congruential generators. The sequence remains consistent when initialized with the same seed, which allows for repeatability in results. To achieve greater randomness and avoid patterns, users can modify the seed value. For larger datasets, the Mersenne Twister algorithm is recommended for its superior performance in generating random numbers.

PREREQUISITES
  • Understanding of pseudorandom number generation
  • Familiarity with Fortran programming language
  • Knowledge of linear congruential generators
  • Awareness of the Mersenne Twister algorithm
NEXT STEPS
  • Explore Fortran's random number generation functions
  • Learn about modifying seeds in Fortran for varied outputs
  • Research the implementation of the Mersenne Twister in Fortran
  • Study the mathematical foundations of linear congruential generators
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Fortran developers, mathematicians, and anyone interested in algorithms for generating random numbers in programming.

michela02
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Fortran's Random numbers!

Hi everyone!
I have a doubt about random numbers on Fortran: how does the computer choose random numbers? Why don't they change each time I run the programme? Are they really random then?
Thanks!
 
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randomness in itself is a complicated matter...I think you need to read up on it.

I don't know much about randomness, all I can tell is that I can imagine different algorithms are probably designed to generate a series of random numbers, where the randomness has to do with the fact that the numbers do not follow a certain pattern or sequence or something...now, because it is an algorithm that generates the numbers, there is a repeatability in the process, the process is started with what is called a seed...whenever you start with the same seed, the sequence of numbers is going to be the same...again, that does not mean that it is not a random sequence...got it? the randomnes is in the non-pattern of the sequence.
 


They are pseudorandom, most likely prepared using linear congruential generator. You should be able to modify the seed (which will make the sequence different each time).
 

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