Nikolaus Frohner

contact | research | short cv | teaching | publications | talks | open source


Contact Information

Address:
Nikolaus Frohner
Technische Universität Wien
Institute of Logic and Computation
Favoritenstraße 9–11, E192-01
1040 Wien
Austria

Room: HA0406 (how to get there)
Phone: +43(1)58801–192129
Email: nfrohner@ac.tuwien.ac.at
Web: http://www.ac.tuwien.ac.at/people/nfrohner/


Research Interests

  • Decision Diagrams in Discrete Optimization
  • Dynamic and Stochastic Vehicle Routing
  • Sports League Scheduling

Short CV

  • since 02/2018: PhD student supervised by Günther Raidl
  • 2015-2017: Master studies of computer science at the TU Wien
  • 2010-2015: Systems development in the field of telecommunications
  • 2005-2010: Bachelor studies of computer science and physics at the TU Wien

Teaching

Summer Term 2021

Winter Term 2020/21

Publications

8 results
2021
[8]Driver Shift Planning for an Online Store with Short Delivery Times
, ,
Procedia Computer Science, volume 180, pages 517–524, 2021.
Note: Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020)
[bibtex] [pdf] [doi]
[7]Route Duration Prediction in a Stochastic and Dynamic Vehicle Routing Problem with Short Delivery Deadlines
, ,
Procedia Computer Science, volume 180, pages 366-370, 2021.
Note: Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020)
[bibtex] [pdf] [doi]
2020
[6]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 2021: Volume I (Patrick De Causmaecker, Ender Özcan, Greet Vanden Berghe, eds.), 2020.
[bibtex] [pdf]
[5]A Beam Search Approach to the Traveling Tournament Problem
, ,
Evolutionary Computation in Combinatorial Optimization – 20th European Conference, EvoCOP 2020, Held as Part of EvoStar 2020 (Luís Paquete, Christine Zarges, eds.), volume 12102 of LNCS, pages 67–82, 2020, Springer.
[bibtex] [pdf]
[4]Merging Quality Estimation for Binary Decision Diagrams with Binary Classifiers
,
Machine Learning, Optimization, and Data Science – 5th International Conference, LOD 2019 (Giuseppe Nicosia, Panos Pardalos, Renato Umeton, Giovanni Giuffrida, Vincenzo Sciacca, eds.), volume 11943 of LNCS, pages 445–457, 2020, Springer.
[bibtex] [pdf]
[3]Casual Employee Scheduling with Constraint Programming and Metaheuristics
, ,
Computer Aided Systems Theory – EUROCAST 2019 (Roberto Moreno-Díaz, Franz Pichler, Alexis Quesada-Arencibia, eds.), volume 12013 of LNCS, pages 279–287, 2020, Springer.
[bibtex] [pdf]
2019
[2]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, others, eds.), pages 78–79, 2019.
[bibtex] [pdf]
[1]Towards Improving Merging Heuristics for Binary Decision Diagrams
,
Learning and Intelligent Optimization – 13th International Conference, LION 13 (Nikolaos F. Matsatsinis, Yannis Marinakis, Panos Pardalos, eds.), volume 11968 of LNCS, pages 30–45, 2019, Springer.
[bibtex] [pdf]

Talks

Approaching the Traveling Tournament Problem with Randomized Beam Search
CPAIOR 2020, online, September 24, 2020
[YouTube]

A Beam Search Approach to the Traveling Tournament Problem
EvoCOP 2020, Held as Part of EvoStar 2020, online, April 17, 2020
[Slides]

Merging Quality Estimation for Binary Decision Diagrams with Binary Classifiers
LOD 2019, Certosa di Pontignano, Siena, Tuscany, Italy, September 11, 2019
[Slides]

Towards Improving Merging Heuristics for Binary Decision Diagrams
LION 13, Chania, Crete, Greece, May 30, 2019
[Slides]

Casual Employee Scheduling with Constraint Programming, Ant Colony Opt., and Variable Neighborhood Descent
EUROCAST 2019, Las Palmas de Gran Canaria, Spain, February 18, 2019
[Slides]

Open Source