Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Frohner, Nikolaus"'
Publikováno v:
Comput.Phys.Commun. 277 (2022) 108385
We present a new tree boosting algorithm designed for the measurement of parameters in the context of effective field theory (EFT). To construct the algorithm, we interpret the optimized loss function of a traditional decision tree as the maximal Fis
Externí odkaz:
http://arxiv.org/abs/2107.10859
Publikováno v:
In Computer Physics Communications August 2022 277
Autor:
Frohner, Nikolaus1 (AUTHOR) nfrohner@ac.tuwien.ac.at, Neumann, Bernhard1 (AUTHOR) bernhard.neumann96@gmail.com, Pace, Giulio1 (AUTHOR) giulio.pace93@gmail.com, Raidl, Günther R.1 (AUTHOR) raidl@ac.tuwien.ac.at
Publikováno v:
Evolutionary Computation. Fall2023, Vol. 31 Issue 3, p233-257. 25p.
Publikováno v:
In Procedia Computer Science 2021 180:517-524
Publikováno v:
In Procedia Computer Science 2021 180:366-370
Autor:
Frohner, Nikolaus
In this thesis, we aim to advance state space search for static combinatorial optimization and stochastic decision making problems. With the recent rise of data-driven approaches based on machine learning methods and the increase of high-performance
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f3f1d38209714f10e2b4e699fa3a44b6
Publikováno v:
Proceedings of the International Symposium on Combinatorial Search, https://ojs.aaai.org/index.php/SOCS/article/view/21783
SoCS 2022-15th International Symposium on Combinatorial Search
SoCS 2022-15th International Symposium on Combinatorial Search, Jul 2022, Vienne, Austria. ⟨10.1609/socs.v15i1.21783⟩
International Workshop on Parallel and Distributed Algorithms and Decision Sciences (PDADS 2022)
International Workshop on Parallel and Distributed Algorithms and Decision Sciences (PDADS 2022), Aug 2022, Bordeaux, France
SoCS 2022-15th International Symposium on Combinatorial Search
SoCS 2022-15th International Symposium on Combinatorial Search, Jul 2022, Vienne, Austria. ⟨10.1609/socs.v15i1.21783⟩
International Workshop on Parallel and Distributed Algorithms and Decision Sciences (PDADS 2022)
International Workshop on Parallel and Distributed Algorithms and Decision Sciences (PDADS 2022), Aug 2022, Bordeaux, France
International audience; Inspired by the recent success of parallelized exact methods to solve difficult scheduling problems, we present a general parallel beam search framework for combinatorial optimization problems. Beam search is a constructive me