“…(Cohen, 1977;Doshi, 1992), under the assumption that the item and demand arrival processes are Poisson processes and that the shelf life time of items is constant (deterministic). Several extensions and ramifications have been studied; see for example (Bar-Lev and Perry, 1989;Berk and Gürler, 2008;Deniz et al, 2010;Doshi, 1992;Kaspi and Perry, 1983;1984;Nahmias, 2011;Nahmias et al, 2004;Parlar et al, 2010;Perry, 1985;1997;Perry 1999;Perry and Posner, 1990;Perry and Stadje, 1999;2000a;2000b;Perry et al, 2000;Perry and Stadje, 2001;Perry, 2003;Boxma et al, 2001;Zhang, 2013). The main mathematical tools employed in those studies are level crossing theory for Markov processes, martingales and stopping times.…”