Diverse Collections in Matroids and Graphs

Fomin, F.V. and Panolan, F. and et al, . (2021) Diverse Collections in Matroids and Graphs. In: 38th International Symposium on Theoretical Aspects of Computer Science (STACS 2021).

Full text not available from this repository. (Request a copy)

Abstract

We investigate the parameterized complexity of finding diverse sets of solutions to three fundamental combinatorial problems, two from the theory of matroids and the third from graph theory. The input to the Weighted Diverse Bases problem consists of a matroid M, a weight function ω:E(M)→N, and integers k ≥ 1, d ≥ 0. The task is to decide if there is a collection of k bases B_1, ..., B_k of M such that the weight of the symmetric difference of any pair of these bases is at least d. This is a diverse variant of the classical matroid base packing problem. The input to the Weighted Diverse Common Independent Sets problem consists of two matroids M₁,M₂ defined on the same ground set E, a weight function ω:E→N, and integers k ≥ 1, d ≥ 0. The task is to decide if there is a collection of k common independent sets I_1, ..., I_k of M₁ and M₂ such that the weight of the symmetric difference of any pair of these sets is at least d. This is motivated by the classical weighted matroid intersection problem. The input to the Diverse Perfect Matchings problem consists of a graph G and integers k ≥ 1, d ≥ 0. The task is to decide if G contains k perfect matchings M_1, ..., M_k such that the symmetric difference of any two of these matchings is at least d. The underlying problem of finding one solution (basis, common independent set, or perfect matching) is known to be doable in polynomial time for each of these problems, and Diverse Perfect Matchings is known to be NP-hard for k = 2. We show that Weighted Diverse Bases and Weighted Diverse Common Independent Sets are both NP-hard. We show also that Diverse Perfect Matchings cannot be solved in polynomial time (unless P=NP) even for the case d = 1. We derive fixed-parameter tractable (FPT) algorithms for all three problems with (k,d) as the parameter. The above results on matroids are derived under the assumption that the input matroids are given as independence oracles. For Weighted Diverse Bases we present a polynomial-time algorithm that takes a representation of the input matroid over a finite field and computes a poly(k,d)-sized kernel for the problem.

[error in script]
IITH Creators:
IITH CreatorsORCiD
Panolan, Fahadhttps://orcid.org/0000-0001-6213-8687
Item Type: Conference or Workshop Item (Paper)
Additional Information: ISSN: 1868-8969
Uncontrolled Keywords: Diverse solutions, Fixed-parameter tractable algorithms, Matroids
Subjects: Computer science
Divisions: Department of Computer Science & Engineering
Depositing User: Mrs Haseena VKKM
Date Deposited: 27 Dec 2021 09:02
Last Modified: 11 Mar 2022 05:38
URI: http://raiith.iith.ac.in/id/eprint/9073
Publisher URL: https://drops.dagstuhl.de/opus/volltexte/2021/1367...
OA policy: https://v2.sherpa.ac.uk/id/publication/29495
Related URLs:

Actions (login required)

View Item View Item
Statistics for RAIITH ePrint 9073 Statistics for this ePrint Item