ParamILS: An Automatic Algorithm Configuration Framework

15 January 2014

Thomas Stuetzle

Papers citing "ParamILS: An Automatic Algorithm Configuration Framework"

50 / 156 papers shown

Title
Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization Yiding Shi Jianan Zhou Wen Song Jieyi Bi Yaoxin Wu Jie Zhang 86 0 0 27 May 2025
CAPO: Cost-Aware Prompt Optimization Tom Zehle Moritz Schlager Timo Heiß Matthias Feurer VLM 153 0 0 22 Apr 2025
Online Cluster-Based Parameter Control for Metaheuristic Vasileios A. Tatsis Dimos Ioannidis 169 0 0 07 Apr 2025
On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+( $λ$ , $λ$ ))-GA Tai Nguyen Phong Le André Biendenkapp Carola Doerr Nguyen Dang 81 0 0 27 Feb 2025
BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization Tonghan Wang Yanchen Jiang David C. Parkes 139 1 0 24 Feb 2025
METAFOR: A Hybrid Metaheuristics Software Framework for Single-Objective Continuous Optimization Problems Christian Camacho-Villalón Marco Dorigo Thomas Stützle 44 0 0 16 Feb 2025
MetaDE: Evolving Differential Evolution by Differential Evolution Minyang Chen Chenchen Feng and Ran Cheng 133 3 0 13 Feb 2025
Automated Strategy Invention for Confluence of Term Rewrite Systems Liao Zhang Fabian Mitterwallner Jan Jakubuv C. Kaliszyk 71 0 0 10 Nov 2024
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems E. Osaba Esther Villar-Rodriguez Javier Del Ser Antonio J. Nebro Daniel Molina A. Latorre Ponnuthurai Nagaratnam Suganthan Carlos A. Coello Coello Francisco Herrera 103 271 0 04 Oct 2024
Solving Hard Mizar Problems with Instantiation and Strategy Invention Jan Jakubuv Mikoláš Janota Josef Urban 66 0 0 25 Jun 2024
Learning to optimize: A tutorial for continuous and mixed-integer optimization Xiaohan Chen Jialin Liu Wotao Yin 75 8 0 24 May 2024
Automated Metaheuristic Algorithm Design with Autoregressive Learning Qi Zhao Tengfei Liu Bai Yan Qiqi Duan Jian Yang Yuhui Shi TPM 89 7 0 06 May 2024
Don't Waste Your Time: Early Stopping Cross-Validation Eddie Bergman Lennart Purucker Frank Hutter 74 6 0 06 May 2024
Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization S. Reifenstein T. Leleu Yoshihisa Yamamoto 75 1 0 02 May 2024
Adapting Multi-objectivized Software Configuration Tuning Tao Chen Miqing Li 62 9 0 06 Apr 2024
Regularization in Spider-Style Strategy Discovery and Schedule Construction Filip Bártek Karel Chvalovský Martin Suda 58 7 0 19 Mar 2024
Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming Lara Scavuzzo K. Aardal Andrea Lodi Neil Yorke-Smith 91 23 0 08 Feb 2024
Using Sequential Runtime Distributions for the Parallel Speedup Prediction of SAT Local Search Alejandro Arbelaez Charlotte Truchet Philippe Codognet 24 11 0 30 Jan 2024
Learning to Configure Mathematical Programming Solvers by Mathematical Programming Gabriele Iommazzo C. D’Ambrosio A. Frangioni Leo Liberti 17 4 0 10 Jan 2024
A learning-based mathematical programming formulation for the automatic configuration of optimization solvers Gabriele Iommazzo C. D’Ambrosio A. Frangioni Leo Liberti 60 6 0 08 Jan 2024
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process Zhenan Fan Bissan Ghaddar Xinglu Wang Linzi Xing Yong Zhang Zirui Zhou AI4CE 101 13 0 06 Jan 2024
Algorithm Evolution Using Large Language Model Fei Liu Xialiang Tong Mingxuan Yuan Qingfu Zhang 83 46 0 26 Nov 2023
Learning to Configure Separators in Branch-and-Cut Sirui Li Wenbin Ouyang Max B. Paulus Cathy Wu 69 8 0 08 Nov 2023
Utilitarian Algorithm Configuration Devon R. Graham Kevin Leyton-Brown Tim Roughgarden 72 1 0 31 Oct 2023
Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize Ilias Mitrai P. Daoutidis AI4CE 62 5 0 10 Oct 2023
Generalized Early Stopping in Evolutionary Direct Policy Search Etor Arza Léni K. Le Goff E. Hart OffRL 63 3 0 07 Aug 2023
A Scalable Test Problem Generator for Sequential Transfer Optimization Xiaoming Xue Cuie Yang Liang Feng Kai Zhang Linqi Song Kay Chen Tan 55 11 0 17 Apr 2023
Online Learning for Scheduling MIP Heuristics Antonia Chmiela Ambros M. Gleixner Pawel Lichocki Sebastian Pokutta 36 7 0 04 Apr 2023
The Planner Optimization Problem: Formulations and Frameworks Yiyuan Lee Katie Lee Panpan Cai David Hsu Lydia E. Kavraki 75 1 0 12 Mar 2023
MizAR 60 for Mizar 50 Jan Jakubruv Karel Chvalovský Z. Goertzel C. Kaliszyk Mirek Olvsák Bartosz Piotrowski S. Schulz Martin Suda Josef Urban 82 13 0 12 Mar 2023
AutoOptLib: Tailoring Metaheuristic Optimizers via Automated Algorithm Design Qi Zhao Bai Yan Taiwei Hu Xianglong Chen Qiqi Duan Jian Yang Yuhui Shi 49 1 0 12 Mar 2023
Automated Design of Metaheuristic Algorithms: A Survey Qi Zhao Qiqi Duan Bai Yan Shi Cheng Yuhui Shi 79 12 0 12 Mar 2023
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration Jasmin Brandt Elias Schede Viktor Bengs Björn Haddenhorst Eyke Hüllermeier Kevin Tierney 55 5 0 01 Dec 2022
Multi-agent Dynamic Algorithm Configuration Ke Xue Jiacheng Xu Lei Yuan Mingxing Li Chao Qian Zongzhang Zhang Yang Yu 102 33 0 13 Oct 2022
Neural Networks Optimized by Genetic Algorithms in Cosmology Isidro Gómez-Vargas Joshua Briones Andrade J. A. Vázquez 37 13 0 06 Sep 2022
MAGPIE: Machine Automated General Performance Improvement via Evolution of Software Aymeric Blot J. Petke 30 15 0 04 Aug 2022
TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads Felipe Albuquerque Portella David Buchaca Prats J. Rodrigues J. L. Berral 11 4 0 04 Aug 2022
Reinforcement learning based parameters adaption method for particle swarm optimization Shiyuan Yin 59 31 0 02 Jun 2022
Automated Dynamic Algorithm Configuration Steven Adriaensen André Biedenkapp Gresa Shala Noor H. Awad Theresa Eimer Marius Lindauer Frank Hutter 106 39 0 27 May 2022
Formalizing Preferences Over Runtime Distributions Devon R. Graham Kevin Leyton-Brown Tim Roughgarden 57 5 0 25 May 2022
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Maria-Florina Balcan Siddharth Prasad Tuomas Sandholm Ellen Vitercik 42 22 0 15 Apr 2022
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms with Diverse Structures Qi Zhao Bai Yan Xianglong Chen Taiwei Hu Shi Cheng Yuhui Shi 55 3 0 03 Apr 2022
Non-Elitist Selection Can Improve the Performance of Irace Furong Ye Diederick Vermetten Carola Doerr Thomas Bäck 29 0 0 17 Mar 2022
On the Configuration of More and Less Expressive Logic Programs Carmine Dodaro Marco Maratea Mauro Vallati 64 1 0 02 Mar 2022
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning Marc-André Zöller Waldemar Titov T. Schlegel Marco F. Huber HAI 114 10 0 24 Feb 2022
Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration André Biedenkapp Nguyen Dang Martin S. Krejca Frank Hutter Carola Doerr 74 8 0 07 Feb 2022
A Survey of Methods for Automated Algorithm Configuration Elias Schede Jasmin Brandt Alexander Tornede Marcel Wever Viktor Bengs Eyke Hüllermeier Kevin Tierney 98 53 0 03 Feb 2022
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems Jack Parker-Holder Raghunandan Rajan Xingyou Song André Biedenkapp Yingjie Miao ... Vu-Linh Nguyen Roberto Calandra Aleksandra Faust Frank Hutter Marius Lindauer AI4CE 116 107 0 11 Jan 2022
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 126 27 0 16 Dec 2021
MMO: Meta Multi-Objectivization for Software Configuration Tuning Pengzhou Chen Tao Chen Miqing Li 78 11 0 14 Dec 2021