Výsledky vyhledávání - "algorithm configuration"

Generalizing the Structure of a University Timetabling Solver for Flexible Automatic Algorithm Configuration

Autoři: Feutrier, Thomas Veerapen, Nadarajen Kessaci, Marie-Eléonore

Přispěvatelé: Feutrier, Thomas Veerapen, Nadarajen Kessaci, Marie-Eléonore

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :555-558

Témata: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Local Search, Automatic Algorithm Configuration, [INFO.INFO-DS] Computer Science [cs]/Data Structures and Algorithms [cs.DS], Hydrid Metaheuristic, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC], Timetabling

Popis souboru: application/pdf

Přístupová URL adresa: https://hal.science/hal-05207043v1
https://hal.science/hal-05207043v1/document
https://doi.org/10.1145/3712255.3726683

On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+(λ,λ))-GA

Autoři: Nguyen, Tai Le, Phong Biedenkapp, André a další

Přispěvatelé: Nguyen, Tai Le, Phong Biedenkapp, André a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference. :1162-1171

Témata: Machine Learning, FOS: Computer and information sciences, Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), [INFO] Computer Science [cs], Machine Learning (cs.LG)

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2502.20265
https://hal.science/hal-05171390v1/document
https://doi.org/10.1145/3712256.3726395
https://hal.science/hal-05171390v1

SynthACticBench: A Capability-Based Synthetic Benchmark for Algorithm Configuration

Autoři: Valentin Margraf Anna Lappe Marcel Wever a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference. :39-47

Přístupová URL adresa: https://epub.ub.uni-muenchen.de/128369/

Deep reinforcement learning for instance-specific algorithm configuration

Autoři: Schede, Elias Arnold Seiler, Moritz Tierney, Kevin a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference. :1190-1198

Selector: Ensemble-Based Automated Algorithm Configuration

Autoři: Weiß, Dimitri Schede, Elias Arnold Tierney, Kevin

Zdroj: Journal of Heuristics. 31

Témata: SAT, Algorithm configuration, CVRP, Ensemble optimization, TSP, MAX-SAT, MILP

Přístupová URL adresa: https://pub.uni-bielefeld.de/record/3005899
https://doi.org/10.1007/s10732-025-09561-6

Advanced Use of Automatic Algorithm Configuration: Single- and Multi-Objective Approaches

Autoři: Jeroen Rook Manuel López-Ibáñez

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :1617-1642

Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes

Autoři: Oliver Ludger Preuß Carolin Mensendiek Jeroen Rook a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference. :58-66

Extending Instance Space Analysis to Algorithm Configuration Spaces

Autoři: Anthony Rasulo Kate Smith-Miles Mario Muñoz a další

Zdroj: Rasulo, A, Smith-Miles, K, Muñoz, M, Handl, J & López-Ibáñez, M 2024, Extending Instance Space Analysis to Algorithm Configuration Spaces. in GECCO’24 Companion : Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, New York, NY, pp. 147-150, 2024 Genetic and Evolutionary Computation Conference Companion, GECCO 2024 Companion, Melbourne, Australia, 14/07/24. https://doi.org/10.1145/3638530.3654264

Témata: explainability, algorithm configuration, instance space analysis

Instance Selection for Dynamic Algorithm Configuration with Reinforcement Learning: Improving Generalization: improving generalization

Autoři: Carolin Benjamins Gjorgjina Cenikj Ana Nikolikj a další

Zdroj: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :563-566

Témata: izbira algoritmov, FOS: Computer and information sciences, reinforcement learning, instance selection, Computer Science - Machine Learning, dynamic algorithm configuration, generalization, Machine Learning (cs.LG)

Popis souboru: text/url; application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2407.13513
https://dirros.openscience.si/IzpisGradiva.php?id=20445
https://doi.org/10.1145/3638530.3654291
https://hdl.handle.net/20.500.12556/DiRROS-20445

Search Trajectory Network-Enhanced Multi-Objective Dynamic Algorithm Configuration

Autoři: Reijnen, Robbert Bukhsh, Zaharah Lau, Hoong Chuin a další

Zdroj: ECAI 2025. 413

Reducing algorithm configuration spaces for efficient search

Autoři: Fernando Freitas Pavel Brazdil Carlos Soares

Zdroj: International Journal of Data Science and Analytics. 20:4973-4993

MO-SMAC: Multiobjective Sequential Model-Based Algorithm Configuration

Autoři: Jeroen G. Rook Carolin Benjamins Jakob Bossek a další

Zdroj: Evolutionary Computation. :1-24

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/40096519

Enhanced branching Latin hypercube design and its application in automatic algorithm configuration

Autoři: Bing Wen Sumin Wang Fasheng Sun

Zdroj: Scandinavian Journal of Statistics. 52:1239-1280

Algorithm Configuration in Sequential Decision-Making

Autoři: Begnardi, Luca von Meijenfeldt, Bart Baier, Hendrik a další

Zdroj: Lecture Notes in Computer Science ISBN: 9783031959721

Témata: reinforcement learning, sequential decision-making, algorithm configuration

Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP

Autoři: Seiler, Moritz Vinzent Rook, Jeroen Heins, Jonathan a další

Zdroj: 2023 IEEE Symposium Series on Computational Intelligence (SSCI). :361-368

Témata: Per-Instance algorithm configuration, 2024 OA procedure, Traveling salesperson problem, Reinforcement learning, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Using Automated Algorithm Configuration for Parameter Control

Autoři: Chen, Deyao Buzdalov, Maxim Doerr, Carola a další

Přispěvatelé: Chen, Deyao Buzdalov, Maxim Doerr, Carola a další

Zdroj: Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms. :38-49

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, algorithm configuration, parameter control, Computer Science - Neural and Evolutionary Computing, 0102 computer and information sciences, 02 engineering and technology, [INFO] Computer Science [cs], 01 natural sciences, genetic algorithms, Machine Learning (cs.LG), evolutionary computation, 0202 electrical engineering, electronic engineering, information engineering, benchmarking, Neural and Evolutionary Computing (cs.NE)

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2302.12334
https://hal.sorbonne-universite.fr/hal-04180594v1/document
https://doi.org/10.1145/3594805.3607127
https://hal.sorbonne-universite.fr/hal-04180594v1

On the challenges of studying bias in Recommender Systems: The effect of data characteristics and algorithm configuration

Autoři: Savvina Daniil Manel Slokom Mirjam Cuper a další

Zdroj: Information Retrieval Research. 1:3-27

Realtime gray-box algorithm configuration using cost-sensitive classification

Autoři: Weiß, Dimitri Tierney, Kevin

Zdroj: Annals of Mathematics and Artificial Intelligence. 93:109-130

Témata: Cost-sensitive learning, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, SAT, 02 engineering and technology, Algorithm configuration, CVRP, MILP

Popis souboru: application/pdf

A DRL-Based Cluster Scheduling Algorithm Configuration Optimization Approach for Artificial Intelligence Jobs

Autoři: Shilin Wen Wei Liang Siyan Zhu a další

Zdroj: 2024 IEEE 7th International Conference on Automation, Electronics and Electrical Engineering (AUTEEE). :116-124

Multi-armed bandits for trustworthy and resource-efficient algorithm configuration

Autoři: Brandt, Jasmin

Témata: Text, Thesis, Hochschulschrift, DoctoralThesis

URL: https://nbn-resolving.org/urn:nbn:de:hbz:466:2-54833
https://digital.ub.uni-paderborn.de/doi/10.17619/UNIPB/1-2270
vignette : https://digital.ub.uni-paderborn.de/titlepage/urn/urn:nbn:de:hbz:466:2-54833/128
vignette : https://digital.ub.uni-paderborn.de/titlepage/doi/10.17619/UNIPB/1-2270/128