Normal statistical distribution. The text makes reference to a uniform statistical distribution. |
Probability
is a well-known mathematical concept that was initially defined to quantify
random data in mathematically known environments and has been extended to
other situations.
For
instance, the probability that the next car passing near me has a license plate with
four identical figures is computed by dividing the number of favorable cases
between the number of possible cases. The first number is ten: 0000, 1111,
2222, ... , 9999. The second is ten thousand: 0000, 0001, 0002, ... , 9998,
9999, in a uniform distribution. Therefore the indicated probability can be computed as one thousandth. Here
we haven’t considered that vehicles can be removed from circulation, an
independent random process that would not change significantly the result of
the computation.
The problem
is, sometimes we are interested in computing data in mathematically unknown
environments. This can happen, for instance, when we ignore the number of
favorable cases, or the number of possible cases, or both. In such situations,
we can estimate the unknown data with more or less uncertainty. We speak then
of a priori probability.
Allen Telescope Array in the SETI project |
Let us
consider, for example, the probability of existence of extra-terrestrial
intelligence. In this case we don’t know the number of favorable cases, as we
have never detected any.
The a priori probability depends, in fact,
on the context. For instance, we can try to find the probability that there is
intelligent life around a solar system different from ours in the galaxy of the
Milky Way. The number of possible cases would then be the number of stars in
the Milky Way. The number of favorable cases can be estimated in different
ways, giving completely different probabilities, which range from a situation where we are currently alone in the galaxy (a zero probability, for
we don’t count as an extra-terrestrial intelligence) to the possible existence of one thousand million intelligences similar to us (which gives a probability
approximately equal to one hundredth).
But if we
consider the probability that there is intelligent life around a solar system
different from ours anywhere in the
universe, the number of possible cases becomes the number of stars in the
universe. In this case this number is also unknown and could even be infinite,
when we would have two different situations:
- Either the number of favorable cases is finite,
in which case the a priori probability
would be zero.
- Or the number of favorable cases would also be infinite, and then we would have to apply other mathematical tools to
estimate the probability, for we cannot divide two infinities.
Message sent in 1974 from the Arecibo Observatory |
The same post in Spanish
Thematic thread on Life in other Worlds: Preceding Next
Manuel Alfonseca
No comments:
Post a Comment