A characterization of graph properties testable for general planar graphs with one-sided error (It is all about forbidden subgraphs)

TL;DR

This paper characterizes testable graph properties in general planar graphs with one-sided error, showing they are reducible to testing for a finite family of forbidden subgraphs, extending previous work to a broader class of graphs.

Contribution

It provides the first characterization of testable properties in general planar graphs, linking testability to forbidden subgraph testing and extending to minor-free graphs.

Findings

Testable properties in planar graphs reduce to finite forbidden subgraph testing.

H-freeness is testable with one-sided error in planar graphs for any finite H.

The approach extends to general minor-free graphs.

Abstract

The problem of characterizing testable graph properties (properties that can be tested with a number of queries independent of the input size) is a fundamental problem in the area of property testing. While there has been some extensive prior research characterizing testable graph properties in the dense graphs model and we have good understanding of the bounded degree graphs model, no similar characterization has been known for general graphs, with no degree bounds. In this paper we take on this major challenge and consider the problem of characterizing all testable graph properties in general planar graphs. We consider the model in which a general planar graph can be accessed by the random neighbor oracle that allows access to any given vertex and access to a random neighbor of a given vertex. We show that, informally, a graph property $P$ is testable with one-sided error for general planar graphs if and only if testing $P$ can be reduced to testing for a finite family of finite forbidden subgraphs. While our presentation focuses on planar graphs, our approach extends easily to general minor-free graphs. Our analysis of the necessary condition relies on a recent construction of canonical testers in the random neighbor oracle model that is applied here to the one-sided error model for testing in planar graphs. The sufficient condition in the characterization reduces the problem to the task of testing $H$-freeness in planar graphs, and is the main and most challenging technical contribution of the paper: we show that for planar graphs (with arbitrary degrees), the property of being $H$-free is testable with one-sided error for every finite graph $H$, in the random neighbor oracle model.