Hard to Solve Instances of the Euclidean Traveling Salesman Problem

08/08/2018
by   Stefan Hougardy, et al.
0

The well known 4/3 conjecture states that the integrality ratio of the subtour LP is at most 4/3 for metric Traveling Salesman instances. We present a family of Euclidean Traveling Salesman instances for which we prove that the integrality ratio of the subtour LP converges to 4/3. These instances (using the rounded Euclidean norm) turn out to be hard to solve exactly with Concorde, the fastest existing exact TSP solver. For a 200 vertex instance from our family of Euclidean Traveling Salesman instances Concorde needs about 1,000,000 times more runtime than for a TSPLIB instance of similar size. From our runtime results we deduce that a 1000 vertex instance of our family would take Concorde about 10^27 times longer to solve than a TSPLIB instance of similar size. Thus our new family of Euclidean Traveling Salesman instances may be useful benchmark instances for TSP algorithms.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/09/2021

Lower Bounds on the Integraliy Ratio of the Subtour LP for the Traveling Salesman Problem

In this paper we investigate instances with high integrality ratio of th...
research
02/18/2019

Characterizing the Integrality Gap of the Subtour LP for the Circulant Traveling Salesman Problem

We consider the integrality gap of the subtour LP relaxation of the Trav...
research
08/20/2018

The asymmetric traveling salesman path LP has constant integrality ratio

We show that the classical LP relaxation of the asymmetric traveling sal...
research
02/26/2021

Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances

Several works have shown that perturbation stable instances of the MAP i...
research
07/15/2021

A Refined Approximation for Euclidean k-Means

In the Euclidean k-Means problem we are given a collection of n points D...
research
12/18/2020

Instance Space Analysis for the Car Sequencing Problem

In this paper, we investigate an important research question in the car ...
research
09/16/2023

ChatGPT-4 with Code Interpreter can be used to solve introductory college-level vector calculus and electromagnetism problems

We evaluated ChatGPT 3.5, 4, and 4 with Code Interpreter on a set of col...

Please sign up or login with your details

Forgot password? Click here to reset