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
