TY - JOUR
T1 - A smooth transition from powerlessness to absolute power
AU - Mossel, Elchanan
AU - Procaccia, Ariel D.
AU - Racz, Miklos Z.
PY - 2013/12
Y1 - 2013/12
N2 - We study the phase transition of the coalitional manipulation problem for generalized scoring rules. Previously it has been shown that, under some conditions on the distribution of votes, if the number of manipulators is o(√vn), where n is the number of voters, then the probability that a random profile is manipulable by the coalition goes to zero as the number of voters goes to infinity, whereas if the number of manipulators is (√n), then the probability that a random profile is manipulable goes to one. Here we consider the critical window, where a coalition has size cn, and we show that as c goes from zero to infinity, the limiting probability that a random profile is manipulable goes from zero to one in a smooth fashion, i.e., there is a smooth phase transition between the two regimes. This result analytically validates recent empirical results, and suggests that deciding the coalitional manipulation problem may be of limited computational hardness in practice.
AB - We study the phase transition of the coalitional manipulation problem for generalized scoring rules. Previously it has been shown that, under some conditions on the distribution of votes, if the number of manipulators is o(√vn), where n is the number of voters, then the probability that a random profile is manipulable by the coalition goes to zero as the number of voters goes to infinity, whereas if the number of manipulators is (√n), then the probability that a random profile is manipulable goes to one. Here we consider the critical window, where a coalition has size cn, and we show that as c goes from zero to infinity, the limiting probability that a random profile is manipulable goes from zero to one in a smooth fashion, i.e., there is a smooth phase transition between the two regimes. This result analytically validates recent empirical results, and suggests that deciding the coalitional manipulation problem may be of limited computational hardness in practice.
UR - http://www.scopus.com/inward/record.url?scp=84893151735&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84893151735&partnerID=8YFLogxK
U2 - 10.1613/jair.4125
DO - 10.1613/jair.4125
M3 - Article
AN - SCOPUS:84893151735
SN - 1076-9757
VL - 48
SP - 923
EP - 951
JO - Journal of Artificial Intelligence Research
JF - Journal of Artificial Intelligence Research
ER -