“…The service industry has been a popular area of RM research for many researchers over the last two decades, and, in particular, researchers have applied RM in capacity-constrained service industries. For Example, Orkin (1988), Kimes (1989a), Brotherton and Mooney (1992), Weatherford and Kimes (2001), and Harewood (2006) have used the concepts of revenue management in the hospitality sector, Kimes (1989b) in healthcare, Goulding and Leask (1997) and Heo and Lee (2009) in theme parks, Hoseason and Johns (1998) in cruise lines, Noone and Mattila (2009), Guadix et al (2010) in hotel industry, Kasilingam (1997), Kuyumcu and Garcia-Diaz (2000), Gorin and Belobaba (2004), Luo and Peng (2007), Lindenmeier and Tscheulin (2008) in airline industry, Bharill and Rangaraj (2008) in railways, and Tsai and Hung (2009) in Internet retailing. Although extensive literature is available on applications of RM practices in various service industries, the literature is scanty, however, in the field of RM under uncertainty for fixing of quota and price of hotel commodities, where it is difficult to handle RM under stochastic market conditions i.e., uncertain customer demand, customer preferences, and commodity price.…”