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Kennedy, Maurice (1954-01-01) Ergodic theorems for a certain class of Markoff processes. http://resolver.caltech.edu/CaltechETD:etd-01072004-100602


Type of Document Dissertation
Author Kennedy, Maurice
URN etd-01072004-100602
Persistent URL http://resolver.caltech.edu/CaltechETD:etd-01072004-100602
Title Ergodic theorems for a certain class of Markoff processes
Degree PhD
Option Mathematics
Advisory Committee
Advisor Name Title
Samuel Karlin Committee Chair
Keywords
  • none
Date of Defense 1954-01-01
Availability unrestricted
Abstract
NOTE: Text or symbols not renderable in plain ASCII are indicated by [...]. Abstract is included in .pdf document.

A system, whose state may be described by a point t in a bounded set in Euclidean space, is considered. At every unit interval of time, attractions [...] towards certain points [...] are applied with probabilities [...], where t is the state of the system. Given the initial probability distribution [...] for the state of the system, the problem is to obtain limiting theorems for the distribution at the nth unit of time as [...]. Subject to certain conditions on [...] and [...] such convergence theorems are obtained. Some particular properties for the case, where the attractions are toward the vertices of a simplex, are discussed. Finally the one-dimensional learning model is considered.

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