“…Liao and Shyu (1991) first devised a probabilistic inventory model in which lead time was the unique decision variable. Later, several researchers (e.g., Ben-Daya & Raouf, 1994;Hariga & Ben-Daya, 1999;Lee, Wu, & Hou, 2004;Moon & Choi, 1998;Ouyang & Chuang, 2001) developed various analytical inventory models to explore the lead time reduction problem. Ouyang, Chen and Chang (2002) extended Moon and Choi's (1998) model to include the possible relationship between quality and lot size and then investigate the joint effects of quality improvement and setup cost reduction in the model.…”