Weighted Connected Matchings

02/09/2022
by   Guilherme C. M. Gomes, et al.
0

A matching M is a 𝒫-matching if the subgraph induced by the endpoints of the edges of M satisfies property 𝒫. As examples, for appropriate choices of 𝒫, the problems Induced Matching, Uniquely Restricted Matching, Connected Matching and Disconnected Matching arise. For many of these problems, finding a maximum 𝒫-matching is a knowingly NP-Hard problem, with few exceptions, such as connected matchings, which has the same time complexity as usual Maximum Matching problem. The weighted variant of Maximum Matching has been studied for decades, with many applications, including the well-known Assignment problem. Motivated by this fact, in addition to some recent researches in weighted versions of acyclic and induced matchings, we study the Maximum Weight Connected Matching. In this problem, we want to find a matching M such that the endpoint vertices of its edges induce a connected subgraph and the sum of the edge weights of M is maximum. Unlike the unweighted Connected Matching problem, which is in P for general graphs, we show that Maximum Weight Connected Matching is NP-Hard even for bounded diameter bipartite graphs, starlike graphs, planar bipartite, and bounded degree planar graphs, while solvable in linear time for trees and subcubic graphs. When we restrict edge weights to be non negative only, we show that the problem turns to be polynomially solvable for chordal graphs, while it remains NP-Hard for most of the cases when weights can be negative. Our final contributions are on parameterized complexity. On the positive side, we present a single exponential time algorithm when parameterized by treewidth. In terms of kernelization, we show that, even when restricted to binary weights, Weighted Connected Matching does not admit a polynomial kernel when parameterized by vertex cover under standard complexity-theoretical hypotheses.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
12/16/2021

Disconnected Matchings

In 2005, Goddard, Hedetniemi, Hedetniemi and Laskar [Generalized subgrap...
research
04/26/2022

MaxSAT with Absolute Value Functions: A Parameterized Perspective

The natural generalization of the Boolean satisfiability problem to opti...
research
10/16/2019

Algorithms and Hardness Results for the Maximum Balanced Connected Subgraph Problem

The Balanced Connected Subgraph problem (BCS) was recently introduced by...
research
05/15/2021

On the Complexity of Nucleolus Computation for Bipartite b-Matching Games

We explore the complexity of nucleolus computation in b-matching games o...
research
06/25/2018

Data Reduction for Maximum Matching on Real-World Graphs: Theory and Experiments

Finding a maximum-cardinality or maximum-weight matching in (edge-weight...
research
06/21/2019

Re-Weighted ℓ_1 Algorithms within the Lagrange Duality Framework: Bringing Interpretability to Weights

We consider an important problem in signal processing, which consists in...
research
07/18/2023

𝒫-matchings Parameterized by Treewidth

A matching is a subset of edges in a graph G that do not share an endpoi...

Please sign up or login with your details

Forgot password? Click here to reset