Resource Augmentation Analysis of the Greedy Algorithm for the Online Transportation Problem

07/17/2023
by   Stephen Arndt, et al.
0

We consider the online transportation problem set in a metric space containing parking garages of various capacities. Cars arrive over time, and must be assigned to an unfull parking garage upon their arrival. The objective is to minimize the aggregate distance that cars have to travel to their assigned parking garage. We show that the natural greedy algorithm, augmented with garages of k≥3 times the capacity, is (1 + 2/k-2)-competitive.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/19/2023

Laminar Matroid Secretary: Greedy Strikes Back

We show that a simple greedy algorithm is 4.75 probability-competitive f...
research
10/25/2022

An Improved Algorithm for Open Online Dial-a-Ride

We consider the open online dial-a-ride problem, where transportation re...
research
07/17/2021

Learning Augmented Online Facility Location

Following the research agenda initiated by Munoz Vassilvitskii [1] a...
research
06/29/2023

Online Coalition Formation under Random Arrival or Coalition Dissolution

Coalition formation considers the question of how to partition a set of ...
research
03/15/2022

Online Task Assignment Problems with Reusable Resources

We study online task assignment problem with reusable resources, motivat...
research
07/26/2020

Resource Augmentation

This chapter introduces resource augmentation, in which the performance ...
research
12/19/2017

The Merits of Sharing a Ride

The culture of sharing instead of ownership is sharply increasing in ind...

Please sign up or login with your details

Forgot password? Click here to reset