DarMM
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Every classical probability theory is in essence the spectral theory of some set of commuting operators ##\mathcal{A}## and some normalized state on them ##\rho##.
Since all elements of ##\mathcal{A}## commute and from the spectral theorem we know that any operator can be represented as multiplication on its spectrum, we then are able to represent all of these operators as functions ##f## on some common sample space ##\mathcal{M}## with the state ##\rho## then becoming a probability measure on ##\mathcal{M}##. Gelfand's representation theorem thus tells us that all commuting C*-algebra give a probability model and that all probability models have random variables forming a C*-algebra. Thus we have a direct correspondence between Kolmogorov's theory and commutative C*-algebras.
An alternate more general probability theory can be developed then by having the C*-algebra be non-commutative. This is a decades old observation. In the same sense that non-commutative algebras are more general than commutative ones, thus quantum probability is more general than classical probability.
Since all elements of ##\mathcal{A}## commute and from the spectral theorem we know that any operator can be represented as multiplication on its spectrum, we then are able to represent all of these operators as functions ##f## on some common sample space ##\mathcal{M}## with the state ##\rho## then becoming a probability measure on ##\mathcal{M}##. Gelfand's representation theorem thus tells us that all commuting C*-algebra give a probability model and that all probability models have random variables forming a C*-algebra. Thus we have a direct correspondence between Kolmogorov's theory and commutative C*-algebras.
An alternate more general probability theory can be developed then by having the C*-algebra be non-commutative. This is a decades old observation. In the same sense that non-commutative algebras are more general than commutative ones, thus quantum probability is more general than classical probability.