TY - JOUR
T1 - Optimal collective dichotomous choice under partial order constraints
JF - Mathematical Social Sciences
Y1 - 2001
A1 - Ben-Yashar,Ruth
A1 - Khuller, Samir
A1 - Kraus,Sarit
KW - constraints
KW - Information filtering
KW - Optimal collective dichotomous choice
AB - This paper generalizes optimal collective dichotomous choices by including constraints which limit combinations of acceptance and rejection decisions for m projects under consideration. Two types of constraints are examined. The first type occurs when acceptance of some projects requires acceptance of others. This type reduces the choice problem to the tractable (solvable in polynomial time) problem of finding a maximum weight closed subset of a directed acyclic graph. The second type occurs when some projects must be accepted when certain others are rejected. We show that this type renders the choice problem to be NP-complete by reduction from the problem of Vertex Cover. Applicability of the generalization to information filtering is discussed.
VL - 41
SN - 0165-4896
UR - http://www.sciencedirect.com/science/article/pii/S016548960000069X
CP - 3
M3 - 10.1016/S0165-4896(00)00069-X
ER -