V. Kreinovich et L. Longpre, NONSTANDARD (NON-SIGMA-ADDITIVE) PROBABILITIES IN ALGEBRAIC QUANTUM-FIELD THEORY, International journal of theoretical physics, 36(7), 1997, pp. 1601-1615
Traditionally, physicists deduce the observational (physical) meaning
of probabilistic predictions from the implicit assumption that the wel
l-defined events whose probabilities are 0 never occur. For example, t
he conclusion that in a potentially infinite sequence of identical exp
eriments with probability 0.5 (like coin tossing) the frequency of hea
ds tends to 0.5 follows from the theorem that sequences for which the
frequencies do not tend to 0.5 occur with probability 0. Similarly, th
e conclusion that in quantum mechanics, measuring a quantity always re
sults in a number from its spectrum is justified by the fact that the
probability of getting a number outside the spectrum is 0. In the mid-
60s, a consistent formalization of this assumption was proposed by Kol
mogorov and Martin-Lof, who defined a random element of a probability
space as an element that does not belong to any definable set of proba
bility 0 (definable in some reasonable sense). This formalization is b
ased on the fact that traditional probability measures are sigma-addit
ive, i.e., that the union of countably many sets of probability 0 has
measure 0. In quantum mechanics with infinitely many degrees of freedo
m (e.g., in quantum field theory) and in statistical physics one must
often consider non sigma-additive measures, for which the Martin-Lof's
definition does not apply. Many such measures can be defined as ''lim
its'' of standard probability distributions. In this paper, we formali
ze the notion of a random element for such finitely-additive probabili
ty measures, and thus explain the observational (physical) meaning of
such probabilities.