Popular matchings with variable item copies

We consider the problem of matching people to items, where each person ranks a subset of items in an order of preference, possibly involving ties. There are several notions of optimality about how to best match a person to an item; in particular, popularity is a natural and appealing notion of optimality. A matching M^* is popular if there is no matching M such that the number of people who prefer M to M^* exceeds the number who prefer M^* to M. However, popular matchings do not always provide an answer to the problem of determining an optimal matching since there are simple instances that do not admit popular matchings. This motivates the following extension of the popular matchings problem: *Given a graph G=(A@?B,E) where A is the set of people and B is the set of items, and a list denoting upper bounds on the number of copies of each item, does there exist such that for each i, having x"i copies of the i-th item, where 1@?x"i@?c"i, enables the resulting graph to admit a popular matching? In this paper we show that the above problem is NP-hard. We show that the problem is NP-hard even when each c"i is 1 or 2. We show a polynomial time algorithm for a variant of the above problem where the total increase in copies is bounded by an integer k.

[1]  Atila Abdulkadiroglu,et al.  RANDOM SERIAL DICTATORSHIP AND THE CORE FROM RANDOM ENDOWMENTS IN HOUSE ALLOCATION PROBLEMS , 1998 .

[2]  Stephen Foster,et al.  Using clausal graphs to determine the computational complexity of k-bounded positive one-in-three SAT , 2009, Discret. Appl. Math..

[3]  Kurt Mehlhorn,et al.  Rank-maximal matchings , 2004, TALG.

[4]  Thomas J. Schaefer,et al.  The complexity of satisfiability problems , 1978, STOC.

[5]  Telikepalli Kavitha,et al.  Popular Matchings with Variable Job Capacities , 2009, ISAAC.

[6]  P. Gärdenfors Match making: Assignments based on bilateral preferences , 1975 .

[7]  Telikepalli Kavitha,et al.  Bounded Unpopularity Matchings , 2008, SWAT.

[8]  Telikepalli Kavitha,et al.  Popular mixed matchings , 2009, Theor. Comput. Sci..

[9]  Andrew Postlewaite,et al.  Weak Versus Strong Domination in a Market with Indivisible Goods , 1977 .

[10]  Kurt Mehlhorn,et al.  Popular matchings , 2005, SODA '05.

[11]  M. Tonelli,et al.  CHAPTER 3 , 2006, Journal of the American Society of Nephrology.

[12]  Julián Mestre Weighted Popular Matchings , 2008, Encyclopedia of Algorithms.

[13]  Richard Matthew McCutchen The Least-Unpopularity-Factor and Least-Unpopularity-Margin Criteria for Matching Problems with One-Sided Preferences , 2008, LATIN.

[14]  Kurt Mehlhorn,et al.  Pareto Optimality in House Allocation Problems , 2005, ISAAC.

[15]  Telikepalli Kavitha,et al.  Bounded Unpopularity Matchings , 2008, Algorithmica.

[16]  David Manlove,et al.  Popular Matchings in the Capacitated House Allocation Problem , 2006, ESA.

[17]  Mohammad Mahdian,et al.  Random popular matchings , 2006, EC '06.

[18]  David Manlove,et al.  The stable marriage problem with master preference lists , 2008, Discret. Appl. Math..