| Markov processes in APL |
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International Conference on APL
archive
Conference proceedings on APL 90: for the future
table of contents
Copenhagen, Denmark
Pages: 173 - 185
Year of Publication: 1990
ISBN:0-89791-371-X
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Author
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Alan G. Hawkes
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Department of Management Seience and Statistics, European Business Management School, University of Wales, Swansea, SWANSEA SA2 8PP, UK
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Downloads (6 Weeks): 6, Downloads (12 Months): 17, Citation Count: 1
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ABSTRACT
Using examples from two areas of application, ion channel models and systems reliability, we illustrate the power of APL as an executable notation for the mathematics of finite-state Markov processes. We stress, in particular, the algebra of partitioned matrices and second-generation features of DYALOG APL which allow a simple natural way of creating certain structured matrices.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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D.R. Cox and H.D. Miller, The theory of stochastic processes, Methuen, 1965.
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S. Karlin and H.M. Taylor, A first course in stochastic processes (2nd edn.), Academic Press, 1975.
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C. Moler and C. van Loan, 'Nineteen dubious ways to compute the exponential of a matrix', SIAM Reviews, vol. 20 no. 4, 1978, 801-836.
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A. G. Hawkes, 'Complex numbers in APL', Vector, vol. 1, 1984, 107-120,
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A.G. Hawkes and AM Sykes, *Equilibrium distributions of finite-state Markov processes', IEEE Trans. Reliability, in press.
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B.B. Fawzi and A.G. Hawkes, 'Availability of Markov systems with spares and repair facilities*, Proceedings of Reliability '89, Brighton, U.K., 1989, 2B/4/1-39.
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D. Colquhoun and A.G. Hawkes, 'On the stochastic properties of bursts of single ion channel openings and of clusters of bursts', Phil. Trans. R. Sot. Lund. B 300, 1982, l-59.
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D. Colquhoun and A.G. Hawkes, *A note on correlations in single ion channels', Proc. R. Sot. Lond. B 230, 1987, 15-52.
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D. Colquhoun, and A.G. Hawkes, 'Stochastic properties of ion channel openings and bursts in a membrane patch that contains two channels: Evidence concerning the presence of two channels when a record containing only single openings is observed* University of Wales, Swansea working paper to appear in Proc. R. sot. Lond., 1990.
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D.C. Ogden, S.A. Siegelbaum and D. Colquhoun, 'Block of acetylcholine activated ion channels by an uncharged anaesthetic' Nature, 289, 1981, 596-598.
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