Projects per year
Abstract
Competitions such as the MiniZinc Challenges or the SAT competitions have been very useful sources for comparing performance of different solving approaches and for advancing the state-of-the-arts of the fields. Traditional competition setting often focuses on producing a ranking between solvers based on their average performance across a wide range of benchmark problems and instances. While this is a sensible way to assess the relative performance of solvers, such ranking does not necessarily reflect the full potential of a solver, especially when we want to utilise a portfolio of solvers instead of a single one for solving a new problem. In this paper, I will describe a portfolio-based analysis method which can give complementary insights into the performance of participating solvers in a competition. The method is demonstrated on the results of the MiniZinc Challenges and new insights gained from the portfolio viewpoint are presented.
Original language | English |
---|---|
Title of host publication | ModRef 2022 |
Subtitle of host publication | 21st workshop on constraint modelling and reformulation |
Place of Publication | Online |
Number of pages | 11 |
Publication status | Published - 31 Jul 2022 |
Event | The 21st workshop on Constraint Modelling and Reformulation - Haifa, Israel Duration: 31 Jul 2022 → 31 Jul 2022 Conference number: 21 https://modref.github.io/ModRef2022.html |
Workshop
Workshop | The 21st workshop on Constraint Modelling and Reformulation |
---|---|
Abbreviated title | ModRef2022 |
Country/Territory | Israel |
City | Haifa |
Period | 31/07/22 → 31/07/22 |
Internet address |
Keywords
- Algorithm portfolio
- Algorithm selection
- Constraint programming
Fingerprint
Dive into the research topics of 'A portfolio-based analysis method for competition results'. Together they form a unique fingerprint.Projects
- 1 Finished
-
Early Career Fellowship - Nguyen Dang: Constraint-based automated generation of synthetic benchmark instances
Dang, N. T. T. (PI)
1/09/20 → 31/08/23
Project: Fellowship