Article
On the general transformation of Markov chains
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Abstract
In this work, we consider a class of homogeneous irreducible discrete states Markov process , taking values in a partition of some topological space . Using a notion of fractional state , we introduce a general transformation such that remains a Markov process. This general transformation includes also lumpability. Infinite kinds of this expanded Markov chain can be constructed, however lumped Markov chains are finite or may not exist . Using general transformation and fractional states, we give a necessary and sufficient condition under which the transformed process remains still a Markov chain.
Keywords
Expanded Markov chain, fractional state, Markov chain, multivalued transformation
Citation
Benbakreti, S. & Yousfate, A. (2022). On the general transformation of markov chains. Turkish Journal of Computer and Mathematics Education, 13(3), 1017–1033.
S. Benbakreti and A. Yousfate, “On the general transformation of markov chains,” Turkish Journal of Computer and Mathematics Education, vol. 13, no. 3, pp. 1017–1033, 2022.
Benbakreti S, Yousfate A. On the general transformation of markov chains. Turkish Journal of Computer and Mathematics Education. 2022;13(3):1017–1033.
Benbakreti, S. and Yousfate, A. (2022), ‘On the general transformation of markov chains’, Turkish Journal of Computer and Mathematics Education, 13(3), pp. 1017–1033.
Benbakreti, Soumia, and Abderrahmane Yousfate. “On the General Transformation of Markov Chains.” Turkish Journal of Computer and Mathematics Education, vol. 13, no. 3, 2022, pp. 1017–1033.
Benbakreti, Soumia, and Abderrahmane Yousfate. “On the General Transformation of Markov Chains.” Turkish Journal of Computer and Mathematics Education 13, no. 3 (2022): 1017–1033.
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Published by: Engineering Journals


