1 AIT Asian Institute of Technology

A stochastic model for assessing booking policies of an airline

AuthorYiu, Wai Ling
Call NumberAIT Thesis no. IE-79-21
Subject(s)Air lines--Reservations
NoteA thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Engineering and Technology
PublisherAsian Institute of Technology
AbstractFully reserved passenger-carryings flights frequently depart with significant number of unoccupied seats, mainly due to no-shows and cancellations. Overbooking is thus widely practiced to cope with this problem. However, because of the stochastic variation in demand, cancellation and no-show, overbooking may lead to over sales resulting in last-hour rejection of some of the booked passengers. This thesis is concerned with the development of a mathematical model for determining the appropriate booking level.. A stochastic dynamic programming model is formulated to find the optimal decision level for a non-stop flight carrying one class of passengers. The validity and structure of the model is applied to a real world problem and the results are observed to be satisfactory. A sensitivity analysis of the model is also included. Although the model is applied to a specific case, the methodology can be applied to any airline facing similar problem of passenger reservation.
Year1979
TypeThesis
SchoolSchool of Engineering and Technology
DepartmentDepartment of Industrial Systems Engineering (DISE)
Academic Program/FoSIndustrial Engineering (IE)
Chairperson(s) Pakorn Adulbhan ; Tabucanon, Mario T.
Examination Committee(s)Tang, John C.S.
Scholarship Donor(s)Federation of Economic Organizations, Japan
DegreeThesis (M.Eng.) - Asian Institute of Technology, 1979


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