The restricted Erlang-R queue: finite-size effects in service systems with returning customers

J.S.H. van Leeuwaarden, B.W.J. Mathijsen, F. Sloothaak, G.B. Yom-Tov

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Samenvatting

Motivated by health care systems with repeated services that have both personnel (nurse and physician) and space (beds) constraints, we study a restricted version of the Erlang-R model. The space restriction policies we consider are blocking or holding in a pre-entrant queue. We develop many-server approximations for the system performance measures when either policy applies, and explore the connection between them. We show that capacity allocation of both resources should be determined simultaneously, and derive the methodology to determine it explicitly. We show that the system dynamics is captured by the fraction of needy time in the network, and that returning customers should be accounted for both in steady-state and time-varying conditions. We demonstrate the application of our policies in two case studies of resource allocation in hospitals.
Originele taal-2Engels
Aantal pagina's55
TijdschriftarXiv
Nummer van het tijdschrift1612.07088
StatusGepubliceerd - 21 dec 2016

Trefwoorden

  • math.PR
  • 60K25, 90B22

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