“…Here, supply uncertainty is a major issue in both the industrial and academic worlds. Most of the papers considering supply uncertainty focus on the production planning problems of uncertain production capacity, random manufacturing yield, or unreliable supplier (Gerchak et al, 1988;Parlar and Perry, 1996;Zimmer, 2002;Gupta and Cooper, 2005;Chopra et al, 2007;Serel, 2008;He and Zhang, 2008;Keren, 2009;Pac et al, 2009;Xu, 2010;He and Zhang, 2010;Li et al, 2010;Giri, 2011;He and Zhao, 2012;Li et al, 2012;Tang et al, 2012aTang et al, , 2012bXanthopoulos et al, 2012;Li et al, 2013). Giri (2011) focused on an inventory model for a single type of products and a single period in which the retailer could source from two suppliers.…”