activity
20052023
most citedk-Means has Polynomial Smoothed Complexity

15 citations · 35 across the 19 of their papers we have counts for

collaborators

22 papers

cs.DS2023

Smoothed Analysis of the 2-Opt Heuristic for the TSP under Gaussian Noise

Marvin Künnemann, Bodo Manthey, Rianne Veenstra

The 2-opt heuristic is a very simple local search heuristic for the traveling salesperson problem. In practice it usually converges quickly to solutions within a few percentages of…

cs.DS2023

Approximation Ineffectiveness of a Tour-Untangling Heuristic

Bodo Manthey, Jesse van Rhijn

We analyze a tour-uncrossing heuristic for the Travelling Salesperson Problem, showing that its worst-case approximation ratio is and its average-case approximation ratio is…

cs.DS2022

Improved Smoothed Analysis of 2-Opt for the Euclidean TSP

Bodo Manthey, Jesse van Rhijn

The 2-opt heuristic is a simple local search heuristic for the Travelling Salesperson Problem (TSP). Although it usually performs well in practice, its worst-case running time is p…

cs.DS2022

Towards a Lower Bound for the Average Case Runtime of Simulated Annealing on TSP

Bodo Manthey, Jesse van Rhijn

We analyze simulated annealing (SA) for simple randomized instances of the Traveling Salesperson Problem. Our analysis shows that the theoretically optimal cooling schedule of Haje…

cs.DS2019

Probabilistic Analysis of Facility Location on Random Shortest Path Metrics

Stefan Klootwijk, Bodo Manthey

The facility location problem is an NP-hard optimization problem. Therefore, approximation algorithms are often used to solve large instances. Such algorithms often perform much be…

cs.DS2018

Probabilistic Analysis of Optimization Problems on Generalized Random Shortest Path Metrics

Stefan Klootwijk, Bodo Manthey, Sander K. Visser

Simple heuristics often show a remarkable performance in practice for optimization problems. Worst-case analysis often falls short of explaining this performance. Because of this,…