Graph Orientation with Edge Modifications

Author:

Asahiro Yuichi1ORCID,Jansson Jesper2,Miyano Eiji3,Ono Hirotaka4ORCID,Sandhya T. P.2

Affiliation:

1. Department of Information Science, Kyushu Sangyo University, Fukuoka 813-8503, Japan

2. The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong

3. Department of Artificial Intelligence, Kyushu Institute of Technology, Iizuka, Fukuoka 820-8502, Japan

4. Graduate School of Informatics, Nagoya University, Nagoya 464-8601, Japan

Abstract

The goal of an outdegree-constrained edge-modification problem is to find a spanning subgraph or supergraph [Formula: see text] of an input undirected graph [Formula: see text] such that either: (Type I) the number of edges in [Formula: see text] is minimized or maximized and [Formula: see text] can be oriented to satisfy some specified constraints on the vertices’ resulting outdegrees; or: (Type II) among all subgraphs or supergraphs of [Formula: see text] that can be constructed by deleting or inserting a fixed number of edges, [Formula: see text] admits an orientation optimizing some objective involving the vertices’ outdegrees. This paper introduces eight new outdegree-constrained edge-modification problems related to load balancing called (Type I) MIN-DEL-MAX, MIN-INS-MIN, MAX-INS-MAX, and MAX-DEL-MIN and (Type II) [Formula: see text]-DEL-MAX, [Formula: see text]-INS-MIN, [Formula: see text]-INS-MAX, and [Formula: see text]-DEL-MIN. In each of the eight problems, the input is a graph and the goal is to delete or insert edges so that the resulting graph has an orientation in which the maximum outdegree (taken over all vertices) is small or the minimum outdegree is large. We first present a framework that provides algorithms for solving all eight problems in polynomial time on unweighted graphs. Next we investigate the inapproximability of the edge-weighted versions of the problems, and design polynomial-time algorithms for six of the problems on edge-weighted trees.

Funder

Japan Society for the Promotion of Science

Core Research for Evolutional Science and Technology

PolyU Fund

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Science (miscellaneous)

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