Výsledky vyhľadávania - "Automated algorithm selection"

On bi-objective combinatorial optimization with heterogeneous objectives

Autori: Cosson, Raphaël Santana, Roberto Derbel, Bilel a ďalší

Prispievatelia: Cosson, Raphaël Santana, Roberto Derbel, Bilel a ďalší

Zdroj: European Journal of Operational Research. 319:89-101

Predmety: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Multiple optimization, Landscape analysis, Automated algorithm selection, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC]

Prístupová URL adresa: https://hal.science/hal-04692894v1
https://doi.org/10.1016/j.ejor.2024.06.029

Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection

Autori: Moritz Seiler Urban Škvorc Carola Doerr a ďalší

Prispievatelia: Moritz Seiler Urban Škvorc Carola Doerr a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783031756221

Predmety: Black-box Optimization, Self-Supervised Learning, Deep Learning, Automated Algorithm Selection, Feature Selection, [INFO] Computer Science [cs], Exploratory Landscape Analysis

Popis súboru: application/pdf

Explainable Model-specific Algorithm Selection for Multi-Label Classification

Autori: Kostovska, Ana Doerr, Carola Dzeroski, Saso a ďalší

Prispievatelia: Kostovska, Ana Doerr, Carola Dzeroski, Saso a ďalší

Zdroj: 2022 IEEE Symposium Series on Computational Intelligence (SSCI). :39-46

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, automated algorithm selection multi-label classification XAI, XAI, automated algorithm selection, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, [INFO] Computer Science [cs], multi-label classification, Machine Learning (cs.LG)

Popis súboru: application/pdf

Prístupová URL adresa: http://arxiv.org/abs/2211.11227
https://hal.sorbonne-universite.fr/hal-04003128v1/document
https://hal.sorbonne-universite.fr/hal-04003128v1
https://doi.org/10.1109/ssci51031.2022.10022177

Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances

Autori: Rook, Jeroen Renau, Quentin Trautmann, Heike a ďalší

Predmety: Online Automated Algorithm Selection, Drift detection, Parallel Algorithm Portfolios

Dostupnosť: https://doi.org/10.1145/3729878.3746615
https://napier-repository.worktribe.com/file/4795878/1/Efficient%20Online%20Automated%20Algorithm%20Selection%20in%20the%20Face%20of%20Data-Drift%20in%20Optimisation%20Problem%20Instances

Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis

Autori: Cosson, Raphaël Derbel, Bilel Liefooghe, Arnaud a ďalší

Prispievatelia: Cosson, Raphaël Derbel, Bilel Liefooghe, Arnaud a ďalší

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference. :493-501

Predmety: Multi-objective optimization, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], landscape analysis, automated algorithm selection, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, [INFO] Computer Science [cs], NK-landscapes, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC]

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.science/hal-03693659v1/document
https://doi.org/10.1145/3512290.3528731
https://hal.science/hal-03693659v1

A DRL-Based Automated Algorithm Selection Framework for Cross-Layer QoS-Aware Scheduling and Antenna Allocation in Massive MIMO Systems

Autori: Chih-Wei Huang Ibrahim Althamary Yen-Cheng Chou a ďalší

Zdroj: IEEE Access, Vol 11, Pp 13243-13256 (2023)

Predmety: Mobile network, deep reinforcement learning, automated algorithm selection, massive MIMO, 0202 electrical engineering, electronic engineering, information engineering, resource allocation, QoS, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, TK1-9971

Prístupová URL adresa: https://doaj.org/article/067be155ee2a4fd18eaf54f7eafcb971

Learned Features vs. Classical ELA on Affine BBOB Functions

Autori: Seiler, Moritz Škvorc, Urban Cenikj, Gjorgjina a ďalší

Prispievatelia: Seiler, Moritz Škvorc, Urban Cenikj, Gjorgjina a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783031700675

Predmety: Automated Algorithm Selection, Deep Learning, Black-box optimization, [INFO] Computer Science [cs], Exploratory Landscape Analysis

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.sorbonne-universite.fr/hal-04759437v1
https://doi.org/10.1007/978-3-031-70068-2_9
https://hal.sorbonne-universite.fr/hal-04759437v1/document

Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection

Autori: Seiler, Moritz Skvorc, Urban Doerr, Carola a ďalší

Prispievatelia: Seiler, Moritz Skvorc, Urban Doerr, Carola a ďalší

Predmety: Black-box Optimization, Automated Algorithm Selection, Deep Learning, Self-Supervised Learning, Feature Selection, [INFO] Computer Science [cs], Exploratory Landscape Analysis

Popis súboru: application/pdf

Prístupová URL adresa: https://hal.sorbonne-universite.fr/hal-04613225v1

Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization

Autori: Dietrich, Konstantin Prager, Raphael Patrick Doerr, Carola a ďalší

Prispievatelia: Dietrich, Konstantin Prager, Raphael Patrick Doerr, Carola a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783031700675

Predmety: FOS: Computer and information sciences, Automated Algorithm Selection, SHAP, Mixed-Variable Optimisation, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), [INFO] Computer Science [cs]

Popis súboru: application/pdf

Prístupová URL adresa: http://arxiv.org/abs/2407.07439

Cost-efficient training for automated algorithm selection

Autori: Kus, Erdem Akgun, Ozgur Dang, Nguyen a ďalší

Zdroj: Kus , E , Akgun , O , Dang , N & Miguel , I J 2024 , ' Cost-efficient training for automated algorithm selection ' , Paper presented at International Conference on Automated Machine Learning , Paris , France , 9/09/24 - 12/09/24 pp. 1-17 . < https://openreview.net/forum?id=BJEQvOAxrP >

Predmety: Automated Algorithm Selection, Active Learning, Constraint Programming

Dostupnosť: https://research-portal.st-andrews.ac.uk/en/publications/e23fb59f-2d24-47c3-b851-bbb507b7c099
https://openreview.net/forum?id=BJEQvOAxrP

Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective

Autori: Arnaud Liefooghe Sébastien Verel Tinkle Chugh a ďalší

Prispievatelia: Arnaud Liefooghe Sébastien Verel Tinkle Chugh a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783031272493
Liefooghe, A, Verel, S, Chugh, T, Fieldsend, J, Allmendinger, R & Miettinen, K 2023, Feature-based Benchmarking of Distance-based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective. in EMO 2023.

Predmety: Feature-based performance prediction, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Päätöksen teko monitavoitteisesti, Decision analytics utilizing causal models and multiobjective optimization, Multi/many-objective distance problems, Multiobjective Optimization Group, [INFO] Computer Science [cs], monitavoiteoptimointi, Computational Science, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC], koneoppiminen, automated algorithm selection, algoritmit, Automated algorithm selection, benchmarking, multi/many-objective distance problems, Laskennallinen tiede, feature-based performance prediction

Popis súboru: application/pdf; fulltext

Prístupová URL adresa: https://research.manchester.ac.uk/en/publications/5cf75b3d-540d-4c6e-9d63-3a67ad77efc2
https://hal.science/hal-04021499v1/document
https://hal.science/hal-04021499v1
https://doi.org/10.1007/978-3-031-27250-9_19
http://urn.fi/URN:NBN:fi:jyu-202305223104

Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features

Autori: Raphael Patrick Prager Heike Trautmann

Zdroj: Lecture Notes in Computer Science ISBN: 9783031302282

Predmety: 2024 OA procedure, Invariance, Automated algorithm selection, Exploratory landscape analysis

Prístupová URL adresa: https://research.utwente.nl/en/publications/13578d18-a48d-4155-837d-8173b15de688
https://doi.org/10.1007/978-3-031-30229-9_27

PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization: portfolio selection for automated algorithm selection in black-box optimization

Autori: Kostovska, Ana Cenikj, Gjorgjina Vermetten, Diederick a ďalší

Prispievatelia: Kostovska, Ana Cenikj, Gjorgjina Vermetten, Diederick a ďalší

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Black-box optimization, automated algorithm selection, portfolio selection, black box optimization, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), [INFO] Computer Science [cs], Machine Learning (cs.LG)

Popis súboru: application/pdf

Prístupová URL adresa: http://arxiv.org/abs/2310.10685
https://dirros.openscience.si/IzpisGradiva.php?id=17498
https://hdl.handle.net/20.500.12556/DiRROS-17498
https://hal.science/hal-04242084v1

PS-AAS ; PS-AAS: portfolio selection for automated algorithm selection in black-box optimization

Autori: Kostovska, Ana Cenikj, Gjorgjina Vermetten, Diederick a ďalší

Zdroj: Proceedings of Machine learning research, vol. 228, pp. 1-17, 2023. ; ISSN: 2640-3498 ; Nemčija

Predmety: automated algorithm selection, portfolio selection, black box optimization, info:eu-repo/classification/udc/004.8

Popis súboru: application/pdf

Relation: info:eu-repo/grantAgreement/ARRS//P2-0103; info:eu-repo/grantAgreement/ARRS//N2-0239; info:eu-repo/grantAgreement/ARRS//J2-4460; info:eu-repo/grantAgreement/other/Shema mladega raziskovalca/PR-12393; info:eu-repo/grantAgreement/other/Shema mladega raziskovalca/PR-09773; info:eu-repo/grantAgreement/other/BI-FR/23-24-PROTEUS001/PR-12040; info:eu-repo/grantAgreement/ANR//ANR-22-ERCS-0003; info:eu-repo/grantAgreement/EC/H2020/952215; https://dirros.openscience.si/IzpisGradiva.php?id=17498; https://dirros.openscience.si/Dokument.php?id=23767&dn=; https://dirros.openscience.si/Dokument.php?id=23768&dn=; https://plus.cobiss.net/cobiss/si/sl/bib/176841475

Dostupnosť: https://dirros.openscience.si/IzpisGradiva.php?id=17498
https://dirros.openscience.si/Dokument.php?id=23767&dn=
https://dirros.openscience.si/Dokument.php?id=23768&dn=
https://plus.cobiss.net/cobiss/si/sl/bib/176841475
https://hdl.handle.net/20.500.12556/DiRROS-17498

AutoPas: Automated Dynamic Algorithm Selection for HPC Particle Simulations

Autori: Gratl-Gaßner, Fabio Alexander Bungartz, Hans-Joachim (Prof. Dr.) Neumann, Philipp (Prof. Dr.)

Prispievatelia: Gratl-Gaßner, Fabio Alexander Bungartz, Hans-Joachim (Prof. Dr.) Neumann, Philipp (Prof. Dr.)

Predmety: Mathematik, ddc:510, AutoPas, HPC, Particle Simulation, Molecular Dynamics, Space Debris, Automated Algorithm Selection, Auto Tuning

Popis súboru: application/pdf

Prístupová URL adresa: https://mediatum.ub.tum.de/1765326

Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods: A Comparative Study of Deep Learning and Landscape Analysis Methods

Autori: Raphael Patrick Prager Moritz Vinzent Seiler Heike Trautmann a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783031147135

Predmety: Continuous optimization, Automated algorithm selection, Deep learning, 15. Life on land, Exploratory landscape analysis

Towards Feature-Based Performance Regression Using Trajectory Data

Autori: Jankovic, Anja Eftimov, Tome Doerr, Carola a ďalší

Prispievatelia: Jankovic, Anja Eftimov, Tome Doerr, Carola a ďalší

Zdroj: Applications of Evolutionary Computation 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings ; Applications of Evolutionary Computation (EvoApplications 2021) ; https://hal.sorbonne-universite.fr/hal-03233699 ; Applications of Evolutionary Computation (EvoApplications 2021), Apr 2021, Sevilla (on line), Spain. pp.601-617, ⟨10.1007/978-3-030-72699-7_38⟩

Predmety: Exploratory Landscape Analysis, Automated Algorithm Selection, Black-Box Optimization, Performance Regression, Feature Selection, [INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE]

Geografické téma: Sevilla (on line), Spain

Dostupnosť: https://hal.sorbonne-universite.fr/hal-03233699
https://hal.sorbonne-universite.fr/hal-03233699v1/document
https://hal.sorbonne-universite.fr/hal-03233699v1/file/Jankovic.Eftimov.Doerr%20EvoApp%202021%202102.05370.pdf
https://doi.org/10.1007/978-3-030-72699-7_38

Automated Algorithm Selection: Survey and Perspectives

Autori: Kerschke, P. Hoos, H.H. Neumann, F. a ďalší

Zdroj: Evolutionary Computation. 27:3-45

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Artificial Intelligence, data streams, Information Storage and Retrieval, Machine Learning (stat.ML), 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences, Decision Support Techniques, Pattern Recognition, Automated, Machine Learning (cs.LG), Statistics - Machine Learning, feature-based approaches, Surveys and Questionnaires, metalearning, 0202 electrical engineering, electronic engineering, information engineering, Automated algorithm selection, Humans, Computer Simulation, exploratory landscape analysis, 4. Education, automated algorithm configuration, 16. Peace & justice, combinatorial optimisation, machine learning, Artificial Intelligence (cs.AI), continuous optimisation, Algorithms

Prístupová URL adresa: http://arxiv.org/pdf/1811.11597
https://pubmed.ncbi.nlm.nih.gov/30475672
http://arxiv.org/abs/1811.11597
https://direct.mit.edu/evco/article/27/1/3/1083/Automated-Algorithm-Selection-Survey-and
https://arxiv.org/pdf/1811.11597.pdf
https://www.mitpressjournals.org/doi/full/10.1162/evco_a_00242
https://ieeexplore.ieee.org/abstract/document/8660744
https://europepmc.org/article/MED/30475672
https://dl.acm.org/doi/10.1162/evco_a_00242

AutoPas: Automated Dynamic Algorithm Selection for HPC Particle Simulations ; AutoPas: Automatisierte dynamische Algorithmenauswahl für HPC-Partikel-Simulationen

Autori: Gratl-Gaßner, Fabio Alexander Bungartz, Hans-Joachim (Prof. Dr.) Neumann, Philipp (Prof. Dr.)

Prispievatelia: Gratl-Gaßner, Fabio Alexander Bungartz, Hans-Joachim (Prof. Dr.) Neumann, Philipp (Prof. Dr.)

Predmety: info:eu-repo/classification/ddc/510, Mathematik, AutoPas, HPC, Particle Simulation, Molecular Dynamics, Space Debris, Automated Algorithm Selection, Auto Tuning

Popis súboru: application/pdf

Relation: https://mediatum.ub.tum.de/1765326; https://mediatum.ub.tum.de/doc/1765326/document.pdf

Dostupnosť: https://mediatum.ub.tum.de/1765326
https://mediatum.ub.tum.de/doc/1765326/document.pdf
http://nbn-resolving.de/urn:nbn:de:bvb:91-diss-20250310-1765326-0-4

Feature-Based Benchmarking of Distance-Based Multi/Many-objective Optimisation Problems : A Machine Learning Perspective

Autori: Liefooghe, Arnaud Verel, Sébastien Chugh, Tinkle a ďalší

Prispievatelia: Liefooghe, Arnaud Verel, Sébastien Chugh, Tinkle a ďalší

Predmety: multi/many-objective distance problems, feature-based performance prediction, automated algorithm selection, Decision analytics utilizing causal models and multiobjective optimization, Multiobjective Optimization Group, Computational Science, Päätöksen teko monitavoitteisesti, Laskennallinen tiede, koneoppiminen, benchmarking, monitavoiteoptimointi, algoritmit

Popis súboru: application/pdf; 260-273; fulltext

Relation: Evolutionary Multi-Criterion Optimization : 12th International Conference, EMO 2023, Leiden, The Netherlands, March 20–24, 2023, Proceedings; Lecture Notes in Computer Science; International Conference on Evolutionary Multi-Criterion Optimization

Dostupnosť: http://urn.fi/URN:NBN:fi:jyu-202305223104