“…These tools embrace and incorporate various areas in probability and OR such as inventory management, chain supply, queueing theory, level crossing theory, perishable commodities and optimization of cost functions which take into account all related costs (c.f. (Bar-Lev and Perry, 1993;Bassok et al, 1999;Berk and Gürler, 2008;Claeys et al, 2010;Cohen, 1977;Doshi, 1992;Kaspi and Perry, 1983;1984;Nahmias, 2011;Nahmias et al, 2004a;Parlar et al, 2010;Perry, 1985;1997;Perry and Posner, 1990;Perry and Stadje, 1999;2000a;2000b;Perry et al, 2000;Perry and Stadje, 2001;Zhang, 2013). The next subsections describe some features and ingredients of the stochastic approach.…”