Suchergebnisse - "algorithm selection problem"

Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks

Autoren: Song, Ya Bliek, Laurens Zhang, Yingqian

Quelle: Proceedings of the 17th International Conference on Agents and Artificial Intelligence. :472-479

Schlagwörter: FOS: Computer and information sciences, Computer Science - Machine Learning, Traveling salesperson problem, Algorithm Selection, Graph Classification, 0202 electrical engineering, electronic engineering, information engineering, Traveling Salesperson Problem, Instance Hardness, 02 engineering and technology, Graph Neural Network, Machine Learning (cs.LG)

Zugangs-URL: http://arxiv.org/abs/2302.04035
https://research.tue.nl/en/publications/9c03a746-d665-4805-b61c-c7eccaee0b38
https://doi.org/10.5220/0013153400003890

The Algorithm Selection Problem for Solving Sudoku with Metaheuristics

Autoren: Notice, Danielle Kheiri, Ahmed Pavlidis, Nicos G.

Quelle: Notice, D, Kheiri, A & Pavlidis, N G 2023, The Algorithm Selection Problem for Solving Sudoku with Metaheuristics . in 2023 IEEE Congress on Evolutionary Computation, CEC 2023 . IEEE, 2023 IEEE Congress on Evolutionary Computation, CEC 2023, Chicago, United States, 1/07/23 . https://doi.org/10.1109/CEC53210.2023.10254026

Schlagwörter: metaheuristics, Sudoku, instance space analysis, algorithm selection problem

Zugangs-URL: https://research.manchester.ac.uk/en/publications/837b29be-9ff7-43ee-84fe-a79dd9b8ea20
https://doi.org/10.1109/CEC53210.2023.10254026
https://research.manchester.ac.uk/en/publications/837b29be-9ff7-43ee-84fe-a79dd9b8ea20
https://doi.org/10.1109/CEC53210.2023.10254026
http://www.scopus.com/inward/record.url?scp=85174546067&partnerID=8YFLogxK

Supervised Dimensionality Reduction for the Algorithm Selection Problem

Autoren: Zheng, Huiru Glass, David Mulvenna, Maurice et al.

Index Begriffe: Contribution in Book/Report/Proceedings, PeerReviewed

URL: https://eprints.lancs.ac.uk/id/eprint/227719/
https://eprints.lancs.ac.uk/id/eprint/227719

Supervised Dimensionality Reduction for the Algorithm Selection Problem

Autoren: Notice, Danielle Pavlidis, Nicos Kheiri, Ahmed et al.

Weitere Verfasser: Notice, Danielle Pavlidis, Nicos Kheiri, Ahmed et al.

Quelle: Advances in Intelligent Systems and Computing ISBN: 9783031788567
Notice, D, Pavlidis, N G & Kheiri, A 2024, ' Supervised Dimensionality Reduction for the Algorithm Selection Problem ', Advances in Computational Intelligence Systems: Contributions Presented at the UK Workshop on Computational Intelligence (UKCI). Advances in Intelligent Systems and Computing (1462) . https://doi.org/10.1007/978-3-031-78857-4_7
Notice, D, Pavlidis, N G & Kheiri, A 2024, Supervised Dimensionality Reduction for the Algorithm Selection Problem . in H Zheng, D Glass, M Mulvenna, J Liu & H Wang (eds), Advances in Computational Intelligence Systems : Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK . Advances in Computational Intelligence Systems, Springer Nature Switzerland AG, Cham, pp. 85-97, 23rd UK Workshop on Computational Intelligence, Belfast, United Kingdom, 2/09/24 . https://doi.org/10.1007/978-3-031-78857-4_7

Schlagwörter: combinatorial optimisation, classification, algorithm selection, supervised dimensionality reduction

Dateibeschreibung: text

Zugangs-URL: https://publons.com/wos-op/publon/72710297/
https://doi.org/10.1007/978-3-031-78857-4_7
https://research.manchester.ac.uk/en/publications/32b019a1-fabb-4e20-aa7c-be9bc260d71f

Recommending Recommender Systems: tackling the Collaborative Filtering algorithm selection problem

Autoren: Tiago Daniel Sá Cunha

Schlagwörter: Outras ciências da engenharia e tecnologias, Other engineering and technologies

Dateibeschreibung: application/pdf

Verfügbarkeit: https://hdl.handle.net/10216/125150

Optimal decision trees for the algorithm selection problem: integer programming based approaches

Autoren: Luiz Henrique de Campos Merschmann Matheus Guedes Vilas Boas Haroldo Gambini Santos et al.

Quelle: International Transactions in Operational Research. 28:2759-2781

Schlagwörter: Algoritmo de seleção, G.4, FOS: Computer and information sciences, Technology, Computer Science - Machine Learning, Discrete Mathematics (cs.DM), Decision trees, 0211 other engineering and technologies, Social Sciences, 3509 Transportation, logistics and supply chains, G.2.1, SOFTWARE, 02 engineering and technology, G.2.3, Algorithm selection problem, algorithm selection problem, Machine Learning (cs.LG), Feature-based parameter tuning, Business & Economics, 0102 Applied Mathematics, Computer Science - Data Structures and Algorithms, 0202 electrical engineering, electronic engineering, information engineering, 90Cxx, 90C05, 4901 Applied mathematics, Data Structures and Algorithms (cs.DS), Árvores de decisão, Data mining, integer programming, PROGRESS, Science & Technology, decision trees, Mineração de dados, Operations Research & Management Science, COIN-OR branch and cut, feature-based parameter tuning, Integer programming, data mining, Management, Problema de Programação Inteira, 0806 Information Systems, 1503 Business and Management, variable neighborhood search, Variable neighborhood search, Computer Science - Discrete Mathematics

Zugangs-URL: https://lirias.kuleuven.be/bitstream/123456789/642654/2/1907.02211.pdf
http://arxiv.org/abs/1907.02211
https://arxiv.org/pdf/1907.02211
https://arxiv.org/abs/1907.02211
http://ui.adsabs.harvard.edu/abs/2019arXiv190702211G/abstract
https://dblp.uni-trier.de/db/journals/corr/corr1907.html#abs-1907-02211
https://onlinelibrary.wiley.com/doi/abs/10.1111/itor.12724
http://arxiv-export-lb.library.cornell.edu/abs/1907.02211
https://www.repositorio.ufop.br/handle/123456789/12041
https://www.repositorio.ufop.br/jspui/bitstream/123456789/12041/1/TESE_DecisionTreesAlgorithm.pdf
https://lirias.kuleuven.be/handle/123456789/642654
https://doi.org/10.1111/itor.12724

A parallel genetic algorithm to speed up the resolution of the algorithm selection problem

Autoren: Coromoto León Eduardo Segredo Alejandro Marrero

Quelle: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1978-1981

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://portalciencia.ull.es/documentos/610dd3e20f233b05011f6e95
https://dblp.uni-trier.de/db/conf/gecco/gecco2021c.html#MarreroSL21
https://dl.acm.org/doi/pdf/10.1145/3449726.3463160

Optimal decision trees for the Algorithm Selection Problem: A dynamic programming approach

Autoren: Segalini, Giulio (author)

Index Begriffe: Algorithms, Decision Trees, Algorithm Selection, Dynamic Programming, Optimal Decision Tree, bachelor thesis

URL: http://resolver.tudelft.nl/uuid:315aebf3-5c90-47a7-a3ee-7bde2bab6e9c

Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks

Autoren: Song, Ya Bliek, Laurens Zhang, Yingqian

Index Begriffe: Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/2302.04035

Optimal decision tree using dynamic programming: for the algorithm selection problem

Autoren: Zeng, Henwei (author)

Index Begriffe: Algorithm Selection, Optimal Decision Tree, Dynamic Programming, bachelor thesis

URL: http://resolver.tudelft.nl/uuid:21c2df62-18f3-416d-8b06-8d81211c255f

Graph Convolutional Network Based Generative Adversarial Networks for the Algorithm Selection Problem in Classification

Autoren: Gleb Drozdov Andrey Filchenkov Alexey Zabashta

Quelle: 2020 International Conference on Control, Robotics and Intelligent System. :88-92

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://dl.acm.org/doi/10.1145/3437802.3437818

Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering

Autoren: Acplf de Carvalho Carlos Soares Tiago Cunha

Quelle: Information Sciences. 423:128-144

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: http://repositorio.inesctec.pt/bitstreams/e371b4eb-16a8-43a1-8aa1-28e899e78a8e/download
https://dblp.uni-trier.de/db/journals/isci/isci423.html#CunhaSC18
https://repositorio.inesctec.pt/bitstream/123456789/7575/1/P-00N-1N7.pdf
https://dl.acm.org/doi/10.1016/j.ins.2017.09.050
http://www.bv.fapesp.br/pt/publicacao/139067/metalearning-and-recommender-systems-a-literature-review-an/
https://doi.org/10.1016/j.ins.2017.09.050
https://www.sciencedirect.com/science/article/abs/pii/S0020025517309702

Addressing the Algorithm Selection Problem through an Attention-Based Meta-Learner Approach

Autoren: Enrique Díaz de León-Hicks Santiago Enrique Conant-Pablos José Carlos Ortiz-Bayliss et al.

Quelle: Applied Sciences, Vol 13, Iss 7, p 4601 (2023)

Schlagwörter: offline algorithm selection, meta-learning, attention mechanism, neural network, combinatorial optimization, vehicle routing problem with time windows, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Dateibeschreibung: electronic resource

Relation: https://www.mdpi.com/2076-3417/13/7/4601; https://doaj.org/toc/2076-3417

Zugangs-URL: https://doaj.org/article/eff56cb8dd7040d287d6fbc9828e0ca1

One solver to rule all feature models — Or not? : Addressing the algorithm selection problem for #SAT

Autoren: Dunkel, Raphael Thüm, Thomas

Weitere Verfasser: Dunkel, Raphael Thüm, Thomas

Schlagwörter: Machine learning, Algorithm Selection, Automated Algorithm Configuration, Maschinelles Lernen, #SAT, Feature Models

Dateibeschreibung: application/pdf

Zugangs-URL: http://nbn-resolving.de/urn:nbn:de:bsz:289-oparu-52787-2

Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches

Autoren: Boas, Matheus Guedes Vilas Santos, Haroldo Gambini Merschmann, Luiz Henrique de Campos et al.

Index Begriffe: Computer Science - Machine Learning, Computer Science - Discrete Mathematics, Computer Science - Data Structures and Algorithms, 90Cxx, 90C05, G.2.1, G.2.3, G.4, text

URL: http://arxiv.org/abs/1907.02211

Local Optima Networks in Solving Algorithm Selection Problem for TSP

Autoren: Michael Affenzeller Andreas Beham Wojciech Bożejko et al.

Quelle: Advances in Intelligent Systems and Computing ISBN: 9783319914459

Schlagwörter: 1. No poverty

Zugangs-URL: https://dblp.uni-trier.de/db/conf/depcos/depcos2018.html#BozejkoGNAB18
https://rd.springer.com/chapter/10.1007/978-3-319-91446-6_9
https://link.springer.com/chapter/10.1007/978-3-319-91446-6_9

Neural-Driven heuristic for strip packing trained with Black-Box optimization

Autoren: Mariusz Kaleta Tomasz Śliwiński

Quelle: International Journal of Electronics and Telecommunications, Vol vol. 71, Iss No 2, Pp 387-396 (2025)

Schlagwörter: reinforcement learning, Telecommunication, strip packing problem, heuristics, Electrical engineering. Electronics. Nuclear engineering, TK5101-6720, neural networks, algorithm selection problem, TK1-9971

Zugangs-URL: https://doaj.org/article/f9eeec4a0e22425b9f5485519e3e83d6
https://doi.org/10.24425/ijet.2025.153584

Supervised Dimensionality Reduction for the Algorithm Selection Problem

Autoren: Notice, Danielle Pavlidis, Nicos Kheiri, Ahmed et al.

Weitere Verfasser: Notice, Danielle Pavlidis, Nicos Kheiri, Ahmed et al.

Dateibeschreibung: text

Relation: https://eprints.lancs.ac.uk/id/eprint/227719/1/sup_DR_conf_paper_Copy_.pdf; Notice, Danielle and Pavlidis, Nicos and Kheiri, Ahmed (2025) Supervised Dimensionality Reduction for the Algorithm Selection Problem. In: Advances in Computational Intelligence Systems : Contributions Presented at the 23rd UK Workshop on Computational Intelligence (UKCI 2024), September 2-4, 2024, Ulster University, Belfast, UK. Advances in Intelligent Systems and Computing . Springer, Cham, pp. 85-97. ISBN 9783031788567

Verfügbarkeit: https://eprints.lancs.ac.uk/id/eprint/227719/
https://eprints.lancs.ac.uk/id/eprint/227719/1/sup_DR_conf_paper_Copy_.pdf

An Overview of the Algorithm Selection Problem

Autoren: Abdulrahman, Salisu Mamman Adamu, Alhassan Ado Ibrahim, Yazid et al.

Quelle: International Journal of Computer (IJC); Vol. 26 No. 1 (2017); 89-98; 2307-4523; 2307-4523

Index Begriffe: Machine Learning, Algorithm selection, Workflows., info:eu-repo/semantics/article, info:eu-repo/semantics/publishedVersion, Peer-reviewed Article

URL: https://ijcjournal.org/index.php/InternationalJournalOfComputer/article/view/1016
http://worldcat.org/search?q=on:JOIJC+https://ijcjournal.org/index.php/InternationalJournalOfComputer/oai+InternationalJournalOfComputer+CNTCOLL
https://ijcjournal.org/index.php/InternationalJournalOfComputer/article/view/1016/446
https://ijcjournal.org/index.php/InternationalJournalOfComputer/article/view/1016/446

Analytical Results on the BFS vs. DFS Algorithm Selection Problem. Part I: Tree Search

Autoren: Marcus Hutter Tom Everitt

Quelle: Lecture Notes in Computer Science ISBN: 9783319263496

Schlagwörter: 1. No poverty

Zugangs-URL: http://www.tomeveritt.se/papers/AusAI-15-paper2.pdf
http://dblp.uni-trier.de/db/conf/ausai/ausai2015.html#EverittH15
https://core.ac.uk/display/103819955
https://doi.org/10.1007/978-3-319-26350-2_15
https://link.springer.com/chapter/10.1007/978-3-319-26350-2_15
http://hutter1.net/publ/metasearch2.pdf
https://rd.springer.com/chapter/10.1007/978-3-319-26350-2_15