Algorithms and Complexity Group
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Research

The Algorithms and Complexity group is concerned with the development and analysis of efficient algorithms for hard computational problems that arise in practical applications, as well as the establishment of theoretical limits of algorithmic approaches.

In particular, the group considers problems arising in the areas of Combinatorial Optimisation, Artificial Intelligence, Automated Reasoning, Planning and Scheduling, Network Design, Cutting and Packing, Network Visualization, and Cartography.

Among the methods the group's research builds upon are mathematical programming techniques, satisfiability solving techniques, metaheuristics, graph algorithms, computational geometry, fixed-parameter algorithms, constraint-based methods, and machine learning.

The group contributes to the research area Logic and Computation which is among the four focus areas of the Faculty of Informatics.

Publications

Publications of the Algorithms and Complexity group can be found here.

Current Research Projects

  • Learning to Solve Dynamic Vehicle Routing Problems (Collaboration with Honda Research Institute)
  • QBF Proofs and Certificates (FWF ESP 197 ESPRIT-Programm)
  • Overcoming Intractability in the Knowledge Compilation Map (FWF ESPRIT project)
  • MSCA COFUND Doctoral Programme LogiCS@TUWien
  • Cooperative Personnel Scheduling (Collaboration with Honda Research Institute)
  • Parameterized Analysis in Artificial Intelligence (FWF Y 1329 START-Programm)
  • Learning to Solve Quantified Boolean Formulas (WWTF, ICT19-060)
  • Engineering Linear Ordering Algorithms for Optimizing Data Visualizations (WWTF, ICT19-035)
  • Revealing and Utilizing the Hidden Structure for Solving Hard Problems in AI (WWTF, ICT19-065)
  • SAT Based Local Improvement (FWF P 32441)
  • Cooperative Optimization Approaches for Distributing Service Points (Collaboration with Honda Research Institute)
  • Doctoral College Vienna Graduate School on Computational Optimization (FWF W1260)
  • Doctoral College Logical Methods in Computer Science (FWF W1255)

Completed Research Projects

  • Human-centered Algorithm Engineering: Graph and Map Visualization (FWF P31119)
  • New Frontiers for Parameterized Complexity (FWF P31336)
  • Variable Dependencies of Quantified Boolean Formulas (FWF P27721)
  • Parameterized Compilation (FWF P26200)
  • Large-Scale Radio Therapy Scheduling (Research Collaboration with MedAustron)
  • Cycles on Graphs and Properties of Graphs with Special Cycle Structure (FWF P27615)
  • Multi-Criteria Optimization of FTTx Networks (FFG I892-N23)
  • Cutting and Packing Problems (cooperation with Eurosoft/Lodestar GmbH)
  • Balancing Bicycle Sharing Systems (FFG 831740)
  • Optimization Challenges in the Future Federated Internet (WWTF ICT-10-024)
  • Exploiting New Types of Structure for Fixed Parameter Tractability (FWF P26696)
  • The Parameterized Complexity of Reasoning Problems (ERC 239962)
  • Complete Solution Archives for Evolutionary Combinatorial Optimization (FWF P24660)
  • Matheuristics: Hybrid Optimization Algorithms for Transportation Problems with Mutltiple Visits (FWF P20342)

Resources

Benchmark suites for various problems: Problem Instances

Software

  • Qute, a dependency learning QBF solver.
  • BranchLIS, a tool for computing branch decompositions of graphs and hypergraphs
  • fraSMT, a tool for computing the fractional hyper tree width of hypergraphs

News

  • PhD completed by Anaïs Villedieu

    PhD completed by Anaïs Villedieu

    2023-07-24
    Anaïs Villedieu successfully defended her PhD thesis “Engineering Human-in-the-loop Graph Drawing Algorithms” on July 24, 2023. Congratulations, Dr. Villedieu! Anaïs …Read More »
  • PhD completed by Andre Schidler

    PhD completed by Andre Schidler

    2023-05-31
    Congratulations to André Schidler, who successfully defended his PhD thesis "Scalability for SAT-based combinatorial problem solving" today.   Thanks to …Read More »
  • PhD completed by Vaidyanathan P.R.

    PhD completed by Vaidyanathan P.R.

    2023-05-12
    Congratulations to Vaidyanathan P.R., who successfully defended his PhD thesis Scalable Bayesian Network Structure Learning using SAT-based Methods today. Thanks …Read More »
  • PhD completed by Nikolaus Frohner

    PhD completed by Nikolaus Frohner

    2023-05-11
    Congratulations to Nikolaus Frohner, who successfully defended his PhD thesis "Advancing State Space Search for Static and Dynamic Optimization by …Read More »
  • Best paper award at IEEE PacificVis 2023

    Best paper award at IEEE PacificVis 2023

    2023-04-22
    Markus Wallinger, Alexander Dobler, and Martin Nöllenburg received the Best Paper Award for their paper LinSets.zip: Compressing Linear Set Diagrams …Read More »

News archive

All news for 2015, 2016, 2017, 2018, 2019, 2020, 2021 and 2022.
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