Abstract

Given an edge-weighted graph G with a set Q of k terminals, a mimicking network is a graph with the same set of terminals that exactly preserves the size of minimum cut between any partition of the terminals. A natural question in the area of graph compression is to provide as small mimicking networks as possible for input graph G being either an arbitrary graph or coming from a specific graph class. We show an exponential lower bound for cut mimicking networks in planar graphs: there are edge-weighted planar graphs with k terminals that require 2^{k-2} edges in any mimicking network. This nearly matches an upper bound of mathcal {O}(k 2^{2k}) of Krauthgamer and Rika (in: Khanna (ed) Proceedings of the twenty-fourth annual ACM-SIAM symposium on discrete algorithms, SODA 2013, New Orleans, 2013) and is in sharp contrast with the upper bounds of mathcal {O}(k^2) and mathcal {O}(k^4) under the assumption that all terminals lie on a single face (Goranci et al., in: Pruhs and Sohler (eds) 25th Annual European symposium on algorithms (ESA 2017), 2017, arXiv:1702.01136; Krauthgamer and Rika in Refined vertex sparsifiers of planar graphs, 2017, arXiv:1702.05951). As a side result we show a tight example for double-exponential upper bounds given by Hagerup et al. (J Comput Syst Sci 57(3):366–375, 1998), Khan and Raghavendra (Inf Process Lett 114(7):365–371, 2014), and Chambers and Eppstein (J Gr Algorithms Appl 17(3):201–220, 2013).

Highlights

  • One of the most popular paradigms when designing effective algorithms is preprocessing

  • In this work we focus on this kind of preprocessing, known as graph compression, for flows and cuts

  • Theorem 1.1 For every integer k ≥ 3, there exists a planar graph G with a set Q of k terminals and edge cost function under which every mimicking network for G has at least 2k−2 edges

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Summary

Introduction

One of the most popular paradigms when designing effective algorithms is preprocessing. Hagerup et al [6] observed the following simple preprocessing step: if two vertices u and v are always on the same side of the minimum cut between S and Sfor every choice of the partition Q = S S, they can be merged without changing the size of any minimum S-separating cut This procedure always leads to a mimicking network with at most 22k vertices. Theorem 1.1 For every integer k ≥ 3, there exists a planar graph G with a set Q of k terminals and edge cost function under which every mimicking network for G has at least 2k−2 edges This nearly matches the upper bound of O(k22k) of Krauthgamer and Rika [10] and is in sharp contrast with the polynomial bounds when the terminals lie on a constant number of faces [5,10].

Exponential Lower Bound for Planar Graphs
Doubly Exponential Example
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