E. Altman et P. Nain, OPTIMAL-CONTROL OF THE M G/1 QUEUE WITH REPEATED VACATIONS OF THE SERVER/, IEEE transactions on automatic control, 38(12), 1993, pp. 1766-1775
Citations number
21
Categorie Soggetti
Controlo Theory & Cybernetics","Robotics & Automatic Control","Engineering, Eletrical & Electronic
We consider a M / G / 1 queue where the server may take repeated vacat
ions. Whenever a busy period terminates the server takes a vacation of
random duration. At the end of each vacation the server may either ta
ke a new vacation or resume service; if the queue is found empty the s
erver always takes a new vacation. The cost structure includes a holdi
ng cost per unit of time and per customer in the system and a cost eac
h time the server is turned on. One discounted cost criterion and two
average cost criteria are investigated. We show that the vacation poli
cy that minimizes the discounted cost criterion over all policies (ran
domized, history dependent, etc.) converges to a threshold policy as t
he discount factor goes to zero. This result relies on a nonstandard u
se of the value iteration algorithm of dynamic programming and is used
to prove that both average cost problems are minimized by a threshold
policy.