Combinatorial Optimization and Logistics

The Combinatorial Optimization and Logistics (CSLog) group at the University of Bremen focuses on the analysis of discrete algorithmic problems that are computationally difficult. We analyze the structure of such problems and design efficient algorithms with provable performance guarantees for solving them. We are particularly interested in combinatorial optimization problems where the input is revealed only incrementally or where there is uncertainty in the parameters, and we develop online, stochastic or robust solution methods. Recently, we focused on data-driven and learning-augmented methods.

Combinatorial optimization is related to theoretical computer science, discrete mathematics, operations research, algorithm theory and computational complexity theory and has important applications in several fields. In our group we develop theoretic results and apply them to complex real-world environments. Typical applications include scheduling, production planning, logistics, network design, communication and routing in networks, and health care.

Contact

Combinatorial Optimization and Logistics
Faculty 3: Mathematics & Computer Science
Prof. Dr. Nicole Megow

Bibliothekstr. 5
28359 Bremen

Secretary office
Caroline Mintert
Telefon: +49 (0) 421 218 63580

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Research topics

  • approximation algorithms
  • online optimization
  • stochastic dynamic optimization
  • explorable uncertainty
  • learning-augmented algorithms
  • scheduling and resource management
  • network design and routing
  • logistics applications
Audience in a crowded lecture hall.
BHACO

Bremen-Hamburg Network

Bremen-Hamburg Initiative on Algorithms, Combinatorics and Optimization

ALPS

Algorithms with Predictions

Open-source project dedicated to maintaining a repository for papers and links related to learning-augmented algorithms.

View of glass hall central area from boulevard

Bremen Workshop on Combinatorial Reconfiguration and Beyond

November 28-29, 2024 at University of Bremen, Germany

Guests

An overview of our guests

Researchers

Nicole Megow

Prof. Dr. Nicole Megow

[Translate to English:] Bild von Moritz Buchem

Dr. Moritz Buchem

Sarah Morell

Dr. Sarah Morell

Picture of Bart Zondervan

M.Sc. Bart Zondervan

Bild von Dr. Felix Hommelsheim

Dr. Felix Hommelsheim

Zhenwei Liu

 Zhenwei Liu

  • Go to page: Deutsche Forschungsgemeinschaft
  • Go to page: Emmy Noether
  • Go to page: Mind Media Machines
  • Go to page: Logdynamics
  • Go to page: Data Science Center
  • Go to page: Invasic

News

October 1, 2025: A warm welcome to our new Phd student Morten Weber!

July 8, 2025: Our paper "A Little Clairvoyance Is All You Need" (Anupam Gupta, Haim Kaplan, Alexander Lindermayr, Jens Schl?ter, Sorrachai Yingchareonthawornchai) got accepted at FOCS 2025!

July 7, 2025: The ICALP 2025 Satellite Workshop on Theory and Applications of Algorithms with Predictions (TAAP25) is being organized by Spyros Angelopoulos, Antonios Antoniadis, Marek Eliá?, Lene Favrholdt, and Nicole Megow.

July 1-4, 2025: Nicole is speaking, and Bart and Morten are participating at the PhD School on Intersections of Algorithms and Machine Learning Theory, held in Odense, DK.

July 1, 2025: A warm welcome to our new postdoc Max Stahlberg and our new Phd student Joes Biburger!


June 11-13, 2025: IPCO 2025 took place at Johns Hopkins University in Baltimore, US, with Nicole as PC chair.

May 31, 2025:  We’re saying goodbye to Felix Hommelsheim, who is leaving our group for a Postdoc in Santiago de Chile. Wishing him all the best, and we'll stay connected!

May 22, 2025:  Great success for Bremen’s research community: the Cluster of Excellence The Martian Mindset has been approved, and we are proud to be part of it.

May 7, 2025: Felix gives a lecture on "Efficient Algorithms for Survivable Network Design" as a Junior Fellow of the Institute of Advanced Studies Hanse-Wissenschaftskolleg (HWK).

Apr 25, 2025: We’re saying goodbye to Zhenwei Liu, who is leaving our group to complete his PhD at Zhejian University. Wishing him all the best, and we'll stay connected!
 

Apr 1, 2025: Sarah Morell joins our group as a postdoc.


Mar 31 - Apr 4, 2025: Svenja Griesbach (CMM, Santiago de Chile) is visiting our group.

Mar 25, 2025: Nicole speaks about "Query Minimization for Stochastic Selection Problems" at the Dagstuhl Seminar on Approximation Algorithms for Stochastic Optimization .

Mar 18, 2025: Alex speaks about "A Little Clairvoyance Is All You Need for Minimizing Total Flow Time" at the Dagstuhl Seminar on Scheduling and Fairness.
 

Mar 16-21, 2025: Dagstuhl Seminar on Scheduling and Fairness organized by Claire Mathieu, Nicole Megow, Ben Moseley, Frits Spieksma

Mar 4, 2025: Zhenwei speaks about "Protecting the Connectivity of a Graph under Non-uniform Edge Failures" at STACS 2025

Feb 01, 2025: Our paper "A 5/4-Approximation for Two-Edge Connectivity(Miguel Bosch-Calvo, Mohit Garg, Fabrizio Grandoni, Felix Hommelsheim, Afrouz Jabal Ameli and Alexander Lindermayr)got accepted at STOC 2025!

Jan 14, 2025: Alex speaks about "The Power of Proportional Fairness for Non-Clairvoyant Scheduling under Polyhedral Constraints" at SODA 2025.

Dec 13, 2024: Our paper "Protecting the Connectivity of a Graph under Non-uniform Edge Failures" (Felix Hommelsheim, Zhenwei Liu, Nicole Megow, Guochuan Zhang) got accepted at STACS 2025.

Dec 11, 2024: Nicole gave a keynote on "Learning-Augmented Scheduling with Provable Performance Guarantees" at the Workshop on Machine-learning enabled safety-Critical systems (WMC'24) at RTSS 2024 in York, UK.

Nov 28-29, 2024: Bremen Workshop on Combinatorial Reconfiguration and Beyond, organized by Nicole Megow, Daniel Schmand, and Sebastian Siebertz as part of their MMM Seed Project.

Nov 22, 2024: Alex Lindermayr successfully defended his PhD thesis "Unrelated Machine Scheduling in Different Information Models". Congratulations!

Nov 18, 2024: We are very happy to have Annette Lutz (TU Darmstadt) as a guests. She gave a talk about the "Incremental Prize-Collecting Steiner Tree Problem" in our research seminar.

Nov 6, 2024: We are excited to have Sarah Morell (TU Berlin) as a guest. She gave an interesting talk about the submodular Santa Claus problem in our research seminar.

Sep 26, 2024: Our paper "Accelerating Matroid Optimization through Fast Imprecise Oracles" (Franziska Eberle, Felix Hommelsheim, Alexander Lindermayr, Zhenwei Liu, Nicole Megow, Jens Schl?ter) got accepted at NeurIPS 2024.

Sep 23-27, 2024: Our "Hands-On Tutorial on Optimization"  will take place in MZH 5500, daily from 9am till 5pm. Special event on Wednesday: Talk with insights about Solving Optimization Problems in Practice by Industry Process Consultants from DELMIA Quintiq, Düsseldorf

Sep 1, 2024: Moritz Buchem joins our group as our new Postdoc. Welcome!

Sep 1, 2024: PhD student Leoni Winschermann from the University of Twente joins our group as a research visitor for four months. Welcome!

August 1, 2024: Call for Papers for IPCO 2025 is out! Nicole Megow is the PC Chair. Please consider submitting!