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Functional integration techniques in physics were pioneered by Richard Feynman, who successfully applied his "path integral" to problems in quantum mechanics and quantum field theory, as well as classical and quantum statistical mechanics.
As of August 2003, no rigorous definition of functional integration has been given which is applicable to all instances where it arises heuristically. Another way to say this is that important problems whose solutions are obtained by heuristic methods involving functional integrals have eluded formulation in terms of any of the existing rigorous definitions of functional integration.
The problem of functional integration is to make sense of expressions such as
The Feynman integral
where is "Lebesgue measure" on an infinite dimensional space where φ is valued. The problem with this definition is that there is no translation-invariant measure on an infinite-dimensional vector space. In fact, on an infinite-dimensional space one can really only integrate with respect to probability measures. Infinite-dimensional compact groups admit a translation-invariant Haar measure.
Irving Segal observed that the orthogonal group is much larger than the translation group, and that there are large numbers of probability distributions on infinite-dimensional Hilbert spaces which are invariant under the orthogonal group. However, the rigorous theory of functional integration that he developed is not far-reaching enough to accommodate all the physical applications of the Feynman path integral.
Old material follows that needs to be elaborated
When , a functional measure might be possible and we have a Wiener integral. Otherwise, we might have something which looks very fishy, like the use of summing of nonconvergent infinite series and the use of infinitesimals before the introduction of concepts like ε-δ, uniform convergence, etc..
Functional integrals over manifolds are sometimes approximated by a lattice, but there is no guarantee this will give a good approximation or even converge. This is related to statistical field theory. The so-called renormalization group methods allow a rigorous continuum limit if the lattice theory has an ultraviolet fixed point. In fact, the direct naïve approximation by a lattice can have its pitfalls, because, for example, the fermion doubling problem, among other things.
Even simple Gaussian integrals like