On Level-1 Consensus Ensuring Stable Social Choice

Level-1 consensus is a property of a preference profile. Intuitively, it means that there exists some preference relation such that, when ordering the other preference-relations by increasing distance from it, the closer preferences are more frequent in the profile. This is a desirable property, since it enhances the stability of the social choice by guaranteeing that there exists a Condorcet winner and it is elected by all scoring rules. In this paper, we present an algorithm for checking whether a given preference-profile exhibits level-1 consensus. We apply this algorithm to a large number of preference-profiles, both real and randomly-generated, and find that level-1 consensus is very improbable. We back this empirical findings by a simple theoretical proof that, under the impartial culture assumption, the probability of level-1 consensus approaches zero when the number of individuals approaches infinity. Motivated by these observations, we show that the level-1 consensus property can be weakened retaining the stability implications. The weaker level-1 consensus is considerably more probable, both empirically and theoretically. In fact, under the impartial culture assumption, the probability converges to a positive number when the number of individuals approaches infinity.

[1]  C. L. Mallows NON-NULL RANKING MODELS. I , 1957 .

[2]  Shmuel Nitzan,et al.  Level r Consensus and Stable Social Choice , 2014 .

[3]  Craig Boutilier,et al.  Effective sampling and learning for mallows models with pairwise-preference data , 2014, J. Mach. Learn. Res..

[4]  Ariel D. Procaccia,et al.  Better Human Computation Through Principled Voting , 2013, AAAI.

[5]  Edith Elkind,et al.  Preference Restrictions in Computational Social Choice: Recent Progress , 2016, IJCAI.

[6]  James Bennett,et al.  The Netflix Prize , 2007 .

[7]  John G. Kemeny,et al.  Mathematical models in the social sciences , 1964 .

[8]  Timothy M. Chan,et al.  Counting inversions, offline orthogonal range counting, and related problems , 2010, SODA '10.

[9]  William V. Gehrlein,et al.  The expected probability of Condorcet's paradox , 1981 .

[10]  Salvador Barberà,et al.  Author's Personal Copy Games and Economic Behavior Top Monotonicity: a Common Root for Single Peakedness, Single Crossing and the Median Voter Result , 2022 .

[11]  Gerhard J. Woeginger,et al.  A characterization of the single-crossing domain , 2013, Soc. Choice Welf..

[12]  Nikolay L. Poliakov Note on level r consensus , 2016, 1606.04816.

[13]  John G. Kemeny,et al.  Mathematical models in the social sciences , 1964 .

[14]  Martin Lackner,et al.  On the likelihood of single-peaked preferences , 2017, Soc. Choice Welf..

[15]  Michel Regenwetter,et al.  The impartial culture maximizes the probability of majority cycles , 2003, Soc. Choice Welf..

[16]  Jérôme Lang,et al.  Single-peaked consistency and its complexity , 2008, ECAI.