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Maximum Independent Set when excluding an induced minor: $K_1 + tK_2$ and $tC_3 \uplus C_4$

Édouard Bonnet, Julien Duron, Colin Geniet, Stéphan Thomassé, Alexandra Wesolek

TL;DR

This work advances the study of Maximum Independent Set under induced-minor exclusions for planar graphs by providing a polynomial-time algorithm for the friendship graph $K_1+tK_2$-induced-minor-free graphs and a quasipolynomial-time algorithm for the disjoint union $tC_3 ⊔ C_4$-induced-minor-free graphs. The polynomial result relies on a layered BFS-based decomposition, bounding adhesion with path-decompositions, and a DP over components after removing a carefully chosen $tK_2$-subgraph, achieving $n^{O(t^5)}$ time. The quasipolynomial result uses a hole-elimination branching rule and a reduction to chordal cores via a structured collection of triangles, yielding a complexity of $n^{O(t^2 \log n) + f(t)}$ with $f(t)$ single-exponential. Together, these contributions extend prior results (Alekseev; Bonamy et al.) and illuminate new structural avenues for MIS in induced-minor-free graph classes, while leaving open several natural extensions to other planar patterns.

Abstract

Dallard, Milanič, and Štorgel [arXiv '22] ask if for every class excluding a fixed planar graph $H$ as an induced minor, Maximum Independent Set can be solved in polynomial time, and show that this is indeed the case when $H$ is any planar complete bipartite graph, or the 5-vertex clique minus one edge, or minus two disjoint edges. A positive answer would constitute a far-reaching generalization of the state-of-the-art, when we currently do not know if a polynomial-time algorithm exists when $H$ is the 7-vertex path. Relaxing tractability to the existence of a quasipolynomial-time algorithm, we know substantially more. Indeed, quasipolynomial-time algorithms were recently obtained for the $t$-vertex cycle, $C_t$ [Gartland et al., STOC '21] and the disjoint union of $t$ triangles, $tC_3$ [Bonamy et al., SODA '23]. We give, for every integer $t$, a polynomial-time algorithm running in $n^{O(t^5)}$ when $H$ is the friendship graph $K_1 + tK_2$ ($t$ disjoint edges plus a vertex fully adjacent to them), and a quasipolynomial-time algorithm running in $n^{O(t^2 \log n)+f(t)}$, with $f$ a single-exponential function, when $H$ is $tC_3 \uplus C_4$ (the disjoint union of $t$ triangles and a 4-vertex cycle). The former extends a classical result on graphs excluding $tK_2$ as an induced subgraph [Alekseev, DAM '07], while the latter extends Bonamy et al.'s result.

Maximum Independent Set when excluding an induced minor: $K_1 + tK_2$ and $tC_3 \uplus C_4$

TL;DR

This work advances the study of Maximum Independent Set under induced-minor exclusions for planar graphs by providing a polynomial-time algorithm for the friendship graph -induced-minor-free graphs and a quasipolynomial-time algorithm for the disjoint union -induced-minor-free graphs. The polynomial result relies on a layered BFS-based decomposition, bounding adhesion with path-decompositions, and a DP over components after removing a carefully chosen -subgraph, achieving time. The quasipolynomial result uses a hole-elimination branching rule and a reduction to chordal cores via a structured collection of triangles, yielding a complexity of with single-exponential. Together, these contributions extend prior results (Alekseev; Bonamy et al.) and illuminate new structural avenues for MIS in induced-minor-free graph classes, while leaving open several natural extensions to other planar patterns.

Abstract

Dallard, Milanič, and Štorgel [arXiv '22] ask if for every class excluding a fixed planar graph as an induced minor, Maximum Independent Set can be solved in polynomial time, and show that this is indeed the case when is any planar complete bipartite graph, or the 5-vertex clique minus one edge, or minus two disjoint edges. A positive answer would constitute a far-reaching generalization of the state-of-the-art, when we currently do not know if a polynomial-time algorithm exists when is the 7-vertex path. Relaxing tractability to the existence of a quasipolynomial-time algorithm, we know substantially more. Indeed, quasipolynomial-time algorithms were recently obtained for the -vertex cycle, [Gartland et al., STOC '21] and the disjoint union of triangles, [Bonamy et al., SODA '23]. We give, for every integer , a polynomial-time algorithm running in when is the friendship graph ( disjoint edges plus a vertex fully adjacent to them), and a quasipolynomial-time algorithm running in , with a single-exponential function, when is (the disjoint union of triangles and a 4-vertex cycle). The former extends a classical result on graphs excluding as an induced subgraph [Alekseev, DAM '07], while the latter extends Bonamy et al.'s result.
Paper Structure (5 sections, 6 theorems, 1 table)

This paper contains 5 sections, 6 theorems, 1 table.

Key Result

Theorem 1

For every positive integer $t$, Max Independent Set can be solved in polynomial-time $n^{O(t^5)}$ in $n$-vertex $K_1+tK_2$-induced-minor-free graphs.

Theorems & Definitions (6)

  • Theorem 1
  • Theorem 2
  • Lemma 3
  • Lemma 4
  • Proposition 5
  • Lemma 9