Abstract
This study examines the monotonicity properties of expected revenue in a revenue management problem with respect to the consumers' choice behavior and the market size. The consumer behavior is described by a general discrete choice model. The firm decides which subset of fare products to offer at each time period. An example shows that the usual stochastic order relation in consumers' preference over the set of fare products is not sufficient for our naive intuition regarding the monotonicity to hold true. We provide sufficient conditions under which our intuition is valid. These conditions identify desirable changes in consumer behavior for the firm.
Original language | English |
---|---|
Pages (from-to) | 207-219 |
Number of pages | 13 |
Journal | Journal of the Operations Research Society of Japan |
Volume | 53 |
Issue number | 3 |
DOIs | |
Publication status | Published - 2010 Sept |
Keywords
- Applied probability
- Markov decision process
- Revenue management
- Stochastic comparison
ASJC Scopus subject areas
- Decision Sciences(all)
- Management Science and Operations Research