Coxian representations of generalized Erlang distributions |
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Authors: | Qi-ming He Han-qin Zhang |
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Affiliation: | [1]Department of Industrial Engineering, Dalhousie University, Halifax, N.S., Canada B3J 2X4 [2]Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China |
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Abstract: | This paper studies Coxian representations of generalized Erlang distributions. A nonlinear program is derived for computing the parameters of minimal Coxian representations of generalized Erlang distributions. The nonlinear program is also used to characterize the triangular order and the admissible region of generalized Erlang distributions. It is shown that the admissible region associated with a triangular order may not be convex. For generalized Erlang distributions of ME-order 3, a minimal Coxian representation is found explicitly. In addition, an algorithm is developed for computing a special type of ordered Coxian representations — the bivariate Coxian representation — for generalized Erlang distributions. This research project was financially supported by Natural Science and Engineering Research Council of Canada (NSERC) and the Chinese Academy of Sciences. |
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Keywords: | Coxian distribution phase-type distribution matrix-analytic methods |
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