◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Andreas T. Ernst

Monash University

14 papers hereh-index 367.3k citations154 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author6
  • last author6

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • math.OC9
  • cs.NE2
  • cs.AI1
  • cs.CE1
  • cs.LG1
affiliations
  • Monash University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedGeneralization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems

39 citations · 59 across the 13 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

math.OC2021★ 7 cited

Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring

Yunzhuang Shen, Yuan Sun, Xiaodong Li +2

Column Generation (CG) is an effective method for solving large-scale optimization problems. CG starts by solving a sub-problem with a subset of columns (i.e., variables) and gradu…

math.OC2021★ 6 cited

New commodity representations for multicommodity network flow problems: An application to the fixed-charge network design problem

Ahmad Kazemi, Pierre Le Bodic, Andreas Ernst +1

When solving hard multicommodity network flow problems using an LP-based approach, the number of commodities is a driving factor in the speed at which the LP can be solved, as it i…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.