On Randomized Approximation for Finding a Level Ideal of a Poset and the Generalized Median Stable Matchings

  • Authors:
  • Shuji Kijima;Toshio Nemoto

  • Affiliations:
  • Graduate School of Information Science and Electrical Engineering, Kyushu University, Fukuoka 819-0395, Japan;Graduate School of Information and Communications, Bunkyo University, Chigasaki 253-8550, Japan

  • Venue:
  • Mathematics of Operations Research
  • Year:
  • 2012

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Abstract

This study is concerned with finding a level ideal (LI) of a partially ordered set (poset). Given a finite poset P, the level of each element p ∈ P is defined as the number of ideals that do not include p, then the problem is to find the ith LI--the ideal consisting of elements whose levels are less than a given integer i. The concept of a level ideal is naturally derived from the generalized median stable matchings, introduced by Teo and Sethuraman [Teo, C. P., J. Sethuraman. 1998. The geometry of fractional stable matchings and its applications. Math. Oper. Res.23(4) 874--891] in the context of “fairness” of matchings in a stable marriage problem. Cheng [Cheng, C. T. 2010. Understanding the generalized median stable matchings. Algorithmica58(1) 34--51] showed that finding the ith LI is #P-hard when i = Θ(N), where N is the total number of ideals of P. This paper shows that finding the ith LI is #P-hard even if i = Θ(N1/c), where c is an arbitrary constant at least one. Meanwhile, we present a polynomial time exact algorithm when i = O((log N)c'), where c' is an arbitrary positive constant. We also devise two randomized approximation schemes for the ideals of a poset, by using an oracle of an almost-uniform sampler.