Transient behaviour and entropy measures on an inventory system with two demand classes

This article considers a continuous review perishable inventory system that consists of a single server. The customers arriving to the service station belong to any one of two types, that is, type-1 and type-2. The demands from each type of customer arrive according to two independent Poisson processes with different parameters. The life time of each item is assumed to be independently distributed as an exponential. The probability distribution of the inventory level is obtained for both transient and steady-state cases. An entropy-based uncertainty metric for measuring the operating performance is presented. The proposed method offers a practical measure to establish the quality (i.e., dependability) of long-run results for a stocking facility. Various system performance measures are derived, and the total expected cost rate is computed under a suitable cost structure.

[1]  Moawwad E. A. El-Mikkawy On the inverse of a general tridiagonal matrix , 2004, Appl. Math. Comput..

[2]  Albert Y. Ha Inventory rationing in a make-to-stock production system with several demand classes and lost sales , 1997 .

[3]  B. D. Sivazlian A Continous-Review (s, S) Inventory System with Arbitrary Interarrival Distribution between Unit Demand , 1974, Oper. Res..

[4]  S. Kalpakam,et al.  A continuous review perishable inventory model , 1988 .

[5]  Ning Zhao,et al.  A queueing-inventory system with two classes of customers , 2011 .

[6]  Albert Y. Ha Stock-rationing policy for a make-to-stock production system with two priority classes and backordering , 1997 .

[7]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[8]  Weihua Zhou,et al.  Inventory Rationing in a Capacitated System with Backorders and Lost Sales , 2007, 2007 IEEE International Conference on Industrial Engineering and Engineering Management.

[9]  K. P. Sapna Isotupa,et al.  An (s, Q) Markovian inventory system with lost sales and two demand classes , 2006, Math. Comput. Model..

[10]  Albert Y. Ha Stock Rationing in an M/Ek/1 Make-to-Stock Queue , 2000 .

[11]  Yves Dallery,et al.  Optimal Stock Allocation for a Capacitated Supply System , 2002, Manag. Sci..

[12]  Yun Zhou,et al.  A two-demand-class inventory system with lost-sales and backorders , 2010, Oper. Res. Lett..

[13]  David Simchi-Levi,et al.  Policies utilizing tactical inventory for service-differentiated customers , 2008, Oper. Res. Lett..

[14]  C. E. SHANNON,et al.  A mathematical theory of communication , 1948, MOCO.