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An introduction to branching measure-valued processes

For about half a century, two classes of stochastic processes-Gaussian processes and processes with independent increments-have played an important role in the development of stochastic analysis and its applications. During the last decade, a third class-branching measure-valued (BMV) processes-has...

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Autor principal: Dynkin, Eugene B
Lenguaje:eng
Publicado: American Mathematical Society 1994
Materias:
Acceso en línea:http://cds.cern.ch/record/2279784
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author Dynkin, Eugene B
author_facet Dynkin, Eugene B
author_sort Dynkin, Eugene B
collection CERN
description For about half a century, two classes of stochastic processes-Gaussian processes and processes with independent increments-have played an important role in the development of stochastic analysis and its applications. During the last decade, a third class-branching measure-valued (BMV) processes-has also been the subject of much research. A common feature of all three classes is that their finite-dimensional distributions are infinitely divisible, allowing the use of the powerful analytic tool of Laplace (or Fourier) transforms. All three classes, in an infinite-dimensional setting, provide means for study of physical systems with infinitely many degrees of freedom. This is the first monograph devoted to the theory of BMV processes. Dynkin first constructs a large class of BMV processes, called superprocesses, by passing to the limit from branching particle systems. Then he proves that, under certain restrictions, a general BMV process is a superprocess. A special chapter is devoted to the connections between superprocesses and a class of nonlinear partial differential equations recently discovered by Dynkin.
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spelling cern-22797842021-04-21T19:05:36Zhttp://cds.cern.ch/record/2279784engDynkin, Eugene BAn introduction to branching measure-valued processesMathematical Physics and MathematicsFor about half a century, two classes of stochastic processes-Gaussian processes and processes with independent increments-have played an important role in the development of stochastic analysis and its applications. During the last decade, a third class-branching measure-valued (BMV) processes-has also been the subject of much research. A common feature of all three classes is that their finite-dimensional distributions are infinitely divisible, allowing the use of the powerful analytic tool of Laplace (or Fourier) transforms. All three classes, in an infinite-dimensional setting, provide means for study of physical systems with infinitely many degrees of freedom. This is the first monograph devoted to the theory of BMV processes. Dynkin first constructs a large class of BMV processes, called superprocesses, by passing to the limit from branching particle systems. Then he proves that, under certain restrictions, a general BMV process is a superprocess. A special chapter is devoted to the connections between superprocesses and a class of nonlinear partial differential equations recently discovered by Dynkin.American Mathematical Societyoai:cds.cern.ch:22797841994
spellingShingle Mathematical Physics and Mathematics
Dynkin, Eugene B
An introduction to branching measure-valued processes
title An introduction to branching measure-valued processes
title_full An introduction to branching measure-valued processes
title_fullStr An introduction to branching measure-valued processes
title_full_unstemmed An introduction to branching measure-valued processes
title_short An introduction to branching measure-valued processes
title_sort introduction to branching measure-valued processes
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/2279784
work_keys_str_mv AT dynkineugeneb anintroductiontobranchingmeasurevaluedprocesses
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