CDAM: Computational, Discrete and Applicable Mathematics@LSE | |
CDAM Research Report, LSE-CDAM-2007-32December 2007 |
Equilibria of two-sided matching games
Steve Alpern and Ioanna Katrantzi
Problems of matching have long been studied in the operations research literature (assignment problem, secretary problem, stable marriage problem). All of these consider a centralized mechanism whereby a single decision maker chooses a complete matching which optimizes some criterion. This paper analyzes a more realistic scenario in which members of the two groups (buyers-sellers, employers-workers, males-females) randomly meet each other in pairs (interviews, dates) over time and form couples if there is mutual agreement to do so. We assume members of each group have common preferences over members of the other group. Generalizing an earlier model of Alpern and Reyniers (2005), we assume that one group (called males) is r times larger than the other, r > 1. Thus all females, but only 1/r of the males, end up matched. Unmatched males have negative utility -c. We analyze equilbria of this matching game, depending on the parameters r and c. In a region of (r,c) space with multiple equilibria, we compare these, and analyze their `efficiency' in several respects. This analysis should prove useful for designers of matching mechanisms when information about individuals is not available centrally but only statistical properties of the groups are known.A PDF file (516 kB) with the full contents of this report can be downloaded by clicking here.
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