Nikolaus Frohner

Recent Publications

Advancing State Space Search for Static and Dynamic Optimization by Parallelization and Learning
May 2023, PhD thesis, Institute of Logic and Computation, TU Wien.
Note: supervised by G.~R.~Raidl
Driver Shift Planning for an Online Store with Short Delivery Times
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), volume 180 of Procedia Computer Science, pages 517-524, 2021.
Learning Surrogate Functions for the Short-Horizon Planning in Same-Day Delivery Problems
17th International Conference on Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR'21) (Peter J. Stuckey), volume 12735 of LNCS, pages 283-298, 2021, Springer.
Route Duration Prediction in a Stochastic and Dynamic Vehicle Routing Problem with Short Delivery Deadlines
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), volume 180 of Procedia Computer Science, pages 366-370, 2021.
A Beam Search Approach to the Traveling Tournament Problem
Evolutionary Computation in Combinatorial Optimization – 20th European Conference, EvoCOP 2020 (Luís Paquete and Christine Zarges), volume 12102 of LNCS, pages 67-82, 2020, Springer.
A Double-Horizon Approach to a Purely Dynamic and Stochastic Vehicle Routing Problem with Delivery Deadlines and Shift Flexibility
Proceedings of the 13th International Conference on the Practice and Theory of Automated Timetabling - PATAT 2020: Volume I (Patrick De Causmaecker and Ender Özcan and Greet Vanden Berghe), 2020.
Casual Employee Scheduling with Constraint Programming and Metaheuristics
Computer Aided Systems Theory – EUROCAST 2019 (Roberto Moreno-Díaz and Franz Pichler and Alexis Quesada-Arencibia), volume 12013 of LNCS, pages 279-287, 2020, Springer.
Merging Quality Estimation for Binary Decision Diagrams with Binary Classifiers
Machine Learning, Optimization, and Data Science – 5th International Conference, LOD 2019 (Giuseppe Nicosia and Panos Pardalos and Renato Umeton and Giovanni Giuffrida and Vincenzo Sciacca), volume 11943 of LNCS, pages 445-457, 2020, Springer.
Casual Employee Scheduling with Constraint Programming and Ant Colony Optimization
Chapter in Extended Abstracts of the 17th International Conference on Computer Aided Systems Theory (EUROCAST 2019) (Alexis Quesada-Arencibia and others), pages 78-79, 2019.
Towards Improving Merging Heuristics for Binary Decision Diagrams
Learning and Intelligent Optimization – 13th International Conference, LION 13 (Nikolaos F. Matsatsinis and Yannis Marinakis and Panos Pardalos), volume 11968 of LNCS, pages 30-45, 2019, Springer.