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Ergodic theorems for a certain class of Markoff processes

Citation

Kennedy, Maurice (1954) Ergodic theorems for a certain class of Markoff processes. Dissertation (Ph.D.), California Institute of Technology. http://resolver.caltech.edu/CaltechETD:etd-01072004-100602

Abstract

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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.

Item Type:Thesis (Dissertation (Ph.D.))
Degree Grantor:California Institute of Technology
Division:Physics, Mathematics and Astronomy
Major Option:Mathematics
Thesis Availability:Public (worldwide access)
Research Advisor(s):
  • Karlin, Samuel
Thesis Committee:
  • Unknown, Unknown
Defense Date:1 January 1954
Record Number:CaltechETD:etd-01072004-100602
Persistent URL:http://resolver.caltech.edu/CaltechETD:etd-01072004-100602
Default Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:46
Collection:CaltechTHESIS
Deposited By: Imported from ETD-db
Deposited On:08 Jan 2004
Last Modified:26 Dec 2012 02:27

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