Abstract
This work is based on Nelson’s paper [1], where the central question was: under suitable regularity conditions, what is the form of the infinitesimal generator of a Markov semigroup?
In the elementary approach using IST [2]. the idea is to replace the continuous state space, such as ℝ with a finite state space X possibly containing an unlimited number of points. The topology on X arises naturally from the probability theory. For x ε X, let \( \mathcal{I}_x \) be the set of all h ∈ \( \mathcal{M} \) vanishing at x where \( \mathcal{M} \) is the multiplier algebra of the domain \( \mathcal{D} \) of the infinitesimal generator. To describe the structure of the semigroup generator A, we want to split Ah(x)=∑ y∈X\{x} a(x,y) h(y) so that the contribution of the external set F x of the points far from x appears separately. A definition of the quantity α ah(x)=∑ y∈F a(x,y) h(y) is given using the least upper bound of the sums on all internal sets W included in the external set F. This leads to the characterization of the global part of the infinitesimal generator.
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References
E. Nelson, “Representation of a Markovian Semi-group and Its Infinitesimal Generator”, Journal of Mathematics and Mechanics, 7 (1958) 997–988.
E. Nelson, “Internal Set Theory: a new approach to nonstandard analysis”, Bulletin Amer. Math. Soc., 83 (1977) 1165–1198.
E. Nelson, Radically Elementary Probability Theory, Princeton University Press, 1987
E. B. Dynkin, Markov Processes, Springer-Verlag, 2 vols., 1965.
W. Feller, An Introduction to Probability Theory and Its Applications, John Wiley & Sons.
I. van den Berg, Non Standard Asymptotic Analysis, Lectures Notes in Mathematics, 1249, Springer-Verlag. 1987.
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Benhabib, S. (2007). A finitary approach for the representation of the infinitesimal generator of a markovian semigroup. In: van den Berg, I., Neves, V. (eds) The Strength of Nonstandard Analysis. Springer, Vienna. https://doi.org/10.1007/978-3-211-49905-4_11
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DOI: https://doi.org/10.1007/978-3-211-49905-4_11
Publisher Name: Springer, Vienna
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