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The evolution of the attainable structures of a continuous time homogeneous Markov system with fixed size

Published online by Cambridge University Press:  14 July 2016

George M. Tsaklidis*
Affiliation:
University of Thessaloniki
*
Postal address: Statistics and Operations Research Section, Mathematics Department, University of Thessaloniki, Thessaloniki 54006, Greece.

Abstract

In order to describe the evolution of the attainable structures of a continuous time homogeneous Markov system (HMS) with fixed size, we evaluate the volume of the sets of the attainable structures in Euclidean space in the course of time, and we find the value of the volume asymptotically. Then, using the concept of the volume of the attainable structures, we provide a method to evaluate the ‘age' of the system in continuous and discrete time. We also estimate the evolution of the distance of two (attainable) structures of the system as it changes following the transformations of the structures.

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1996 

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References

Bartholomew, D. J. (1982) Stochastic Models for Social Processes. 3rd edn. Wiley, New York.Google Scholar
Bartholomew, D. J., Forbes, A. F. and Mcclean, S. I. (1991) Statistical Techniques for Manpower Planning. 2nd edn. Wiley, Chichester.Google Scholar
Davies, G. S. (1973) Structural control in a graded manpower system. Man. Sci. 20, 7684.Google Scholar
Davies, G. S. (1978) Attainable and maintainable regions in Markov chain control. Recent Theor. Develop. Control. 371381.Google Scholar
Gantmacher, F. R. (1977) The Theory of Matrices. Chelsea, New York.Google Scholar
Hasani, H. (1980) Markov renewal models for manpower systems. . University of London.Google Scholar
Isaacson, D. L. and Madsen, R. W. (1976) Markov Chains: Theory and Applications. Wiley, New York.Google Scholar
Mcclean, S. I. (1976) The two stage model for personnel behaviour. J. R. Statist. Soc. A139, 205217.Google Scholar
Mcclean, S. I. (1978) Continuous time stochastic models for a multigrade population. J. Appl. Prob. 15, 2637.CrossRefGoogle Scholar
Mcclean, S. I. (1980) A semi-Markovian manpower model in continuous time. J. Appl. Prob. 17, 846852.Google Scholar
Mcclean, S. I. (1986) Semi-Markov models for manpower planning. In Semi-Markov Models: Theory and Applications. ed. Janssen, J. pp. 238300. Plenum, New York.Google Scholar
Mehlmann, A. (1979) Semi-Markovian manpower models in continuous time. J. Appl. Prob. 16, 416422.Google Scholar
Seneta, E. (1980) Non-Negative Matrices and Markov Chains. 2nd edn. Springer, New York.Google Scholar
Tsaklidis, G. (1994) The evolution of the attainable structures of a homogeneous Markov system with fixed size. J. Appl. Prob. 31, 348361.CrossRefGoogle Scholar
Vajda, S. (1978) Mathematics of Manpower Planning. Wiley, New York.Google Scholar
Vassiliou, P.-C. G. (1993) The non-homogeneous Markov system in a stochastic environment in continuous time. Presented in the 6th Int. Symp. on Appl. Stochastic Models and Data Analysis. Chania, 3-6 May 1993, Greece. Google Scholar
Vassiliou, P.-C. G., Georgiou, A. C. and Tsantas, N. (1990) Control of asymptotic variability in non-homogeneous Markov systems. J. Appl. Prob. 27, 756766.Google Scholar
Vassiliou, P.-C. G. and Papadopoulou, A. A. (1992) Non-homogeneous semi-Markov systems and maintainability of the state sizes. J. Appl. Prob. 29, 519534.Google Scholar