*Search Results* - "Automated Algorithm Selection"

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MO-ELA: Rigorously Expanding Exploratory Landscape Features for Automated Algorithm Selection in Continuous Multi-Objective Optimisation
Preuß, Oliver ; Rook, Jeroen ; Bossek, Jakob ; et al.

Neural and Evolutionary...

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SLA-Centric Automated Algorithm Selection Framework for Cloud Environments
Rizwan, Siana ; Ahmed, Tasnim ; Choudhury, Salimur

Machine Learning

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Automated algorithm selection for black-box optimization using light gradient boosting machine
Guo, Qingbin ; Wang, Handing ; Tian, Ye
In Swarm and Evolutionary Computation October 2025 98

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Automated algorithm selection for Predictive Maintenance: Advances and challenges
Engbers, Hendrik ; Freitag, Michael
In Journal of Manufacturing Systems October 2025 82:964-975

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Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization
Dietrich, Konstantin ; Vermetten, Diederick ; Doerr, Carola ; et al.

Computer Science - Neura...

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Improving Automated Algorithm Selection by Advancing Fitness Landscape Analysis
Prager, Raphael Patrick

Computer Science - Neura...

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PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization
Kostovska, Ana ; Cenikj, Gjorgjina ; Vermetten, Diederick ; et al.

Computer Science - Machi... Computer Science - Artif... Computer Science - Neura...

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Automated algorithm selection using meta-learning and pre-trained deep convolution neural networks
Dagan, Itai ; Vainshtein, Roman ; Katz, Gilad ; et al.
In Information Fusion May 2024 105

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Automated Algorithm Selection for Radar Network Configuration
Renau, Quentin ; Dreo, Johann ; Peres, Alain ; et al.
Automated algorithm selection for radar network configuration. GECCO 2022: 1263-1271

Computer Science - Neura... Computer Science - Machi...

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A study on the effects of normalized TSP features for automated algorithm selection
Heins, Jonathan ; Bossek, Jakob ; Pohl, Janina ; et al.
In Theoretical Computer Science 9 January 2023 940 Part B:123-145

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Automated Algorithm Selection: from Feature-Based to Feature-Free Approaches
Alissa, Mohamad ; Sim, Kevin ; Hart, Emma

Computer Science - Machi... Computer Science - Artif... Computer Science - Neura...

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A DRL-Based Automated Algorithm Selection Framework for Cross-Layer QoS-Aware Scheduling and Antenna Allocation in Massive MIMO Systems
Chih-Wei Huang ; Ibrahim Althamary ; Yen-Cheng Chou ; et al.
IEEE Access, Vol 11, Pp 13243-13256 (2023)

Mobile network resource allocation QoS deep reinforcement learn... automated algorithm sele... massive MIMO …

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Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances
Rook, Jeroen ; Renau, Quentin ; Trautmann, Heike ; et al.

Online Automated Algorit... Drift detection Parallel Algorithm Portf...

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Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection
Bossek, Jakob ; Kerschke, Pascal ; Trautmann, Heike

Computer Science - Artif...

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N ways to simulate short-range particle systems: Automated algorithm selection with the node-level library AutoPas
Gratl, Fabio Alexander ; Seckler, Steffen ; Bungartz, Hans-Joachim ; et al.
In Computer Physics Communications April 2022 273

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Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem
Seiler, Moritz ; Pohl, Janina ; Bossek, Jakob ; et al.

Computer Science - Machi... Statistics - Machine Lea...

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Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods
17th Conference on Parallel Problem Solving from Nature (PPSN)
Prager, Raphael Patrick ; Seiler, Moritz Vinzent ; Trautmann, Heike ; et al.
Lecture notes in computer science. 13398:3-17

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A DRL-Based Automated Algorithm Selection Framework for Cross-Layer QoS-Aware Scheduling and Antenna Allocation in Massive MIMO Systems
Huang, Chih-Wei ; Althamary, Ibrahim ; Chou, Yen-Cheng ; et al.
IEEE access. 11:13243-13256

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Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection
Seiler, Moritz ; Skvorc, Urban ; Doerr, Carola ; et al.
Lecture Notes in Computer Science ; The 18th Learning and Intelligent OptimizatioN Conference (LION 2024) ; https://hal.sorbonne-universite.fr/hal-04613225 ; The 18th Learning and Intelligent OptimizatioN Conference (LION 2024), Jun 2024, Ischia, Italy. pp.361-376, ⟨10.1007/978-3-031-75623-8_29⟩

Ischia Italy Self-Supervised Learning Feature Selection Deep Learning Automated Algorithm Sele... …

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Automated Algorithm Selection: Survey and Perspectives
Kerschke, Pascal ; Hoos, Holger H. ; Neumann, Frank ; et al.

Computer Science - Machi... Computer Science - Artif... Statistics - Machine Lea...

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