How does the Random number generator works?

In summary, a random number generator is a computer program or hardware device that generates a sequence of numbers or symbols that cannot be reasonably predicted better than by a random chance. It uses a mathematical algorithm to produce a sequence of numbers that appear to be random, but are actually determined by a predetermined starting point called a seed. The result of a random number generator is used in various applications such as cryptography, statistical sampling, and simulations. It is an essential tool in modern computing for generating randomness in a deterministic system.
  • #1
Eagle9
238
10
Unfortunately I did not find suitable section to post this topic, if there is suitable one you may move it there.

It is shown in the science documentary film “Through the Wormhole” (Season 2, episode 5 called "Is There a Sixth Sense?") how the consciousness acts on the Random number generator and causes to appear the non-random numbers:
abv3xLi.jpg

But this phenomenon is not explained yet. What else is it known about it? How exactly this generator works? There is an article in Wikipedia about such generators, but as I see there are a lot of types of them. Does anybody know how exactly worked the generator used in those experiments shown in this episode? Can the consciousness really affect on the electronic devices (I am not sure, but from the picture I think that exactly electronic devices was used in those experiments)? :rolleyes:
 
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  • #2
how the consciousness acts on the Random number generator and causes to appear the non-random numbers
I doubt the film is showing that because that does not happen.
Our brain often thinks to see patterns in perfect random numbers, but that is a "flaw" of our brain, not one of the RNGs.

Can the consciousness really affect on the electronic devices
No. You could use brain data (read out with electrodes attached to the brain) in the generation of random numbers, but that would be pointless, and probably not what you are asking for.
 
  • #3
There have been claims that people can influence the output of a true random number generator by using their minds, i.e. via psychic influences. By "true random number generator" I mean one driven by a random physical process such as radioactive decay, not a "pseudo random number generator" such as a computer program which generates numbers that appear to be random but are actually generated by a deterministic algorithm.

As far as I know, all such claims have involved small apparent changes in the random output which could be revealed only by statistical analysis, and which turned out to be due to subtle biases in the apparatus itself.

Anyone who wants to argue otherwise here needs to provide a reference to an article published in a reputable peer-reviewed journal, not a pop-sci TV documentary or someone's web page.

If anyone has details of the operation of the random number generators that were used in these experiments, then that would be appropriate information here. That is, did they use radioactive sources and a counter, or some kind of "chaotic" electronic circuit, or whatever?

It would help if you could tell us where these experiments were performed, then someone here who hasn't seen this particular TV show might recognize them.
 
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  • #4
The subject referred to in the "documentary" is called the Global Consciousness Project, sponsored by the Institute of Noetic Sciences, Princton ( but not affiliated with the University ). It consists of random number generators located around the world, with the desire to detect anomalies in the data output of the generators, and correlate this with world events, and in some unknown way ( ie you see what you want to see ) with the reaction of humans with the event, or even before the event.

Main character Roger Nelson,
experimental psychology and psychophysiology
coordinator of experimental work in the Princeton Engineering Anomalies Research Lab,
retired
director of the CGP, parapsychology experiment begun in 1998

You may read about the CGP at
http://en.wikipedia.org/wiki/Global_Consciousness_Project

Most criticism of the project is that the data obtained is not statistically analyzed correctly.
In fact,
In 2003, a New York Times article concluded "All things considered at this point, the stock market seems a more reliable gauge of the national—if not the global—emotional resonance

The documentary is available on the internet.
One address is,
http://watchdocumentary.org/watch/through-the-wormhole-s02e05-is-there-a-sixth-sense-video_9abf56614.html

WARNING: Gag factor: High
 
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  • #5
mfb
I doubt the film is showing that because that does not happen.
Our brain often thinks to see patterns in perfect random numbers, but that is a "flaw" of our brain, not one of the RNGs.
And why the creators of this film did not take this circumstance into consideration? :rolleyes:

jtbell
If anyone has details of the operation of the random number generators that were used in these experiments, then that would be appropriate information here. That is, did they use radioactive sources and a counter, or some kind of "chaotic" electronic circuit, or whatever?
This is what I want to know :smile:

256bits
It consists of random number generators located around the world, with the desire to detect anomalies in the data output of the generators, and correlate this with world events, and in some unknown way ( ie you see what you want to see ) with the reaction of humans with the event, or even before the event.
Ok, but what kind of generator are they using? Are they using the “one driven by a random physical process such as radioactive decay” or “a "pseudo random number generator" such as a computer program which generates numbers”?

Most criticism of the project is that the data obtained is not statistically analyzed correctly.
In fact,
In 2003, a New York Times article concluded "All things considered at this point, the stock market seems a more reliable gauge of the national—if not the global—emotional resonance
Very bad :confused: as I guess there no mystic effect and all these is the result of misunderstanding the facts and especially wrongly analyzed the statistical data.
 
  • #6
Eagle9 said:
And why the creators of this film did not take this circumstance into consideration? :rolleyes:
I didn't see this specific film, but the fraction of good science documentaries is very small.
 
  • #7
mfb said:
I didn't see this specific film, but the fraction of good science documentaries is very small.
And this is very bad :mad:
 
  • #8
Related question: Is there such thing as a "random" number generator? I remember reading somewhere that computers can't generate random numbers and that the sequence would have been programmed by someone (something along those lines).
For example on a scientific calculator, is it truly generating a completely random number by itself or did someone have to programme the sequence of numbers?
 
  • #9
256bits said:
with the desire to detect anomalies in the data output of the generators, and correlate this with world events,
It seems to me, that If they ever find a correlation, their generators are not truly random.
 
  • #10
f '(x) said:
Related question: Is there such thing as a "random" number generator?
We assume that some processes are random. But you can never be sure.

https://www.youtube.com/watch?v=SxP30euw3-0
 
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  • #11
f '(x) said:
Related question: Is there such thing as a "random" number generator? I remember reading somewhere that computers can't generate random numbers and that the sequence would have been programmed by someone (something along those lines).
For example on a scientific calculator, is it truly generating a completely random number by itself or did someone have to programme the sequence of numbers?
Computers can generate truly random numbers, but they need special hardware for it to record some physical random process, like random motion of particles in the atmosphere or in a resistor or even quantum mechanics.

A scientific calculator doesn't have that. This does not mean the sequence would be programmed in an explicit way, however, see the video for details.
 
  • #12
f '(x) said:
Related question: Is there such thing as a "random" number generator?
Yes, and no. It depends on your definition of "random". Now you might think there surely can be only one definition of "random", but in reality there are many, depending on the field of endeavour you are involved in.

There is the difference between a pseudo-random number generator and a random number generator, but in practice* that is not so relevant as you might think. (I believe the basic distinction is that at some point, the PRNG will inevitably start to repeat a sequence of previously seen numbers.)

For most practical applications, a number sequence is considered random if it passes the necessary statistical tests for randomness, regardless of how the sequence was generated. I remember in high school maths class being incredulous on hearing that you could buy tables (i.e., books) of random numbers. I thought, "How can those be random! They are the same every time, and you don't even shuffle the pages?!"

A favourite saying of a psychology lecturer I worked with was: "Random is as random does." This neatly sums up the fact that if the numbers pass all your tests of randomness, then they are random. The basic definition is they are random if they pass the tests of statistical randomness.
 
  • #13
Eagle9 said:
Ok, but what kind of generator are they using? Are they using the “one driven by a random physical process such as radioactive decay” or “a "pseudo random number generator" such as a computer program which generates numbers”?

for this experiment,
To some extent it does not really matter which is used, as long as one knows the deviation from purely random the pseudo random generator is performing, and one knows how to statistically determine the probability of the deviation.

I will attempt to explain that in an upcoming post, but it involves sequences and large numbers.
 
  • #14
A.T. said:
It seems to me, that If they ever find a correlation, their generators are not truly random.

Or the correlation is skewed towards a bias. If I have a dog that randomly barks at nothing, and at this one time he barks and I look out the window to see a tornado taking the roof off my neigbour's house, is that then a valid correlation and should I then tell everyone that Rusty's bark warned me of danger and saved my life.
 
  • #15
NascentOxygen said:
There is the difference between a pseudo-random number generator and a random number generator, but in practice* that is not so relevant as you might think. (I believe the basic distinction is that at some point, the PRNG will inevitably start to repeat a sequence of previously seen numbers.)

One distinction with cryptography is that a pseudo-random number generator can be used to generate (sometimes very indirectly with salts for hashing or other entropy sources) the same sequence of 'random' numbers when the sequence start 'key' is the same. The sequence 'key' usually can be generated from a true hardware random number generator to product a unique number of bits. To be secure the generator (CSPRNG) has several requirements.

http://en.wikipedia.org/wiki/Cryptographically_secure_pseudorandom_number_generator
 
  • #16
f '(x) said:
Related question: Is there such thing as a "random" number generator? I remember reading somewhere that computers can't generate random numbers and that the sequence would have been programmed by someone (something along those lines).

Recent CPUs have random generators based on what their designers believe are truly random physical processes. An example of one typical implementation is described in details here:

http://www.cryptography.com/public/pdf/Intel_TRNG_Report_20120312.pdf

The document is pretty long; skip to section 2.2, which describes the heart of the generator, the circuit that creates random 0-1 states influenced by thermal noise in the chip.
 
  • #17
Would I be right in thinking that if these "mystical" forces existed and RNGs just "placed around the world" could pick them up, that would render RNGs useless for setups where strict randomness is important and we'd have discovered the bias showing up in RNGs which are being used for other purposes?

Though I suppose the "researchers" can argue that "well, you're not FOCUSING your thoughts on the RNG so it doesn't change" -- but according to the one poster here they sounded like they were claiming you could just set up an RNG somewhere and it would "receive" "mystical" power from "events in the world" ... which sounds like a totally passive process.
 
  • #18
sshai45 said:
Would I be right in thinking that if these "mystical" forces existed and RNGs just "placed around the world" could pick them up ...

It doesn't matter what the rest of this sentence is because it is of the form "If the laws of physics didn't apply, what would the laws of physics say about <insert any nonsense you like>".
 
  • #19
A.T.
with the desire to detect anomalies in the data output of the generators, and correlate this with world events,
It seems to me, that If they ever find a correlation, their generators are not truly random.
Why are you so sure? Maybe there really is an unknown reason which can allow the consciousness to affect the laws of Physics?

mfb
Computers can generate truly random numbers, but they need special hardware for it to record some physical random process, like random motion of particles in the atmosphere or in a resistor or even quantum mechanics.
But what kind of generators did those scientists (Roger D. Nelson or others) use?

256bits
for this experiment,
To some extent it does not really matter which is used, as long as one knows the deviation from purely random the pseudo random generator is performing, and one knows how to statistically determine the probability of the deviation.
Well, actually what I want is to find out if the consciousness can affect on performance of various devices (or even-on laws or Physics) or not? Or what it was shown in this movie is simply flim-flam? :rolleyes:
 
  • #20
Thread closed for Moderation...
 

1. What is a Random Number Generator (RNG)?

A Random Number Generator (RNG) is a computer program or device that produces a sequence of numbers that lack any pattern or predictability. These numbers are considered to be truly random, meaning that each number has an equal chance of being selected.

2. How does a Random Number Generator work?

A Random Number Generator works by using a complex algorithm to generate a sequence of numbers that appear to be random. This algorithm takes a starting value, known as a seed, and uses mathematical operations to produce a new value. The generated number is then used as the new seed for the next iteration, creating a continuous stream of random numbers.

3. What is the importance of a Random Number Generator in scientific research?

A Random Number Generator is important in scientific research as it allows for the random selection of samples and controls in experiments. This ensures that the results obtained are not biased and can be considered statistically significant. RNGs are also used in simulations and modeling to generate realistic scenarios and outcomes.

4. Can a Random Number Generator be biased?

Yes, a Random Number Generator can be biased if the algorithm used is flawed or if the seed value is not truly random. This can lead to a non-uniform distribution of numbers and can affect the reliability of the results obtained. It is important to use a well-designed and tested RNG to avoid bias.

5. How can we test the randomness of a Random Number Generator?

There are various statistical tests that can be used to test the randomness of a Random Number Generator. These tests check for the presence of patterns, repetition, and predictability in the generated numbers. Some commonly used tests include the Chi-square test and the Kolmogorov-Smirnov test.

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