In this paper, we study the problem of ecologically coloring a graph. Intuitively, an ecological coloring of a graph is a role assignment to the nodes of the graph, such that two nodes surrounded by the same set of roles must be assigned the same role (Borgatti and Everett, 1992). We prove that, for any simple undirected graph $G$ with $n_G$ distinct neighborhoods and for any integer $k$ with $1 \leq k \leq n_G$, $G$ admits an ecological coloring which uses exactly $k$ roles, and that this coloring can be computed in polynomial time. Our result strongly contrasts with the NP-completeness result of the regular coloring problem, where it is required that two nodes with the same role must be surrounded by the same set of roles (Fiala and Paulusma, 2005). Hence, we conclude that not only the ecological coloring is easier to understand as a model of social relationships (Borgatti and Everett, 1994), but it is also feasible from a computational complexity point of view.

Making role assignment feasible: A polynomial-time algorithm for computing ecological colorings.

VOCCA, PAOLA
2008-01-01

Abstract

In this paper, we study the problem of ecologically coloring a graph. Intuitively, an ecological coloring of a graph is a role assignment to the nodes of the graph, such that two nodes surrounded by the same set of roles must be assigned the same role (Borgatti and Everett, 1992). We prove that, for any simple undirected graph $G$ with $n_G$ distinct neighborhoods and for any integer $k$ with $1 \leq k \leq n_G$, $G$ admits an ecological coloring which uses exactly $k$ roles, and that this coloring can be computed in polynomial time. Our result strongly contrasts with the NP-completeness result of the regular coloring problem, where it is required that two nodes with the same role must be surrounded by the same set of roles (Fiala and Paulusma, 2005). Hence, we conclude that not only the ecological coloring is easier to understand as a model of social relationships (Borgatti and Everett, 1994), but it is also feasible from a computational complexity point of view.
2008
9783540922476
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11587/325026
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