Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization

Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization

22 May 2025

Robbert Reijnen

Papers citing "Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization"

13 / 13 papers shown

Title
Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods Robbert Reijnen Kjell van Straaten Zaharah Bukhsh Yingqian Zhang Zaharah Bukhsh Yingqian Zhang 36 6 0 24 Aug 2023
Multi-agent Dynamic Algorithm Configuration Ke Xue Jiacheng Xu Lei Yuan Mingxing Li Chao Qian Zongzhang Zhang Yang Yu 65 32 0 13 Oct 2022
Automated Dynamic Algorithm Configuration Steven Adriaensen André Biedenkapp Gresa Shala Noor H. Awad Theresa Eimer Marius Lindauer Frank Hutter 74 37 0 27 May 2022
Pareto Set Learning for Neural Multi-objective Combinatorial Optimization Xi Lin Zhiyuan Yang Qingfu Zhang 48 68 0 29 Mar 2022
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 107 334 0 20 Sep 2021
DACBench: A Benchmark Library for Dynamic Algorithm Configuration Theresa Eimer André Biedenkapp Maximilian V Reimer Steven Adriaensen Frank Hutter Marius Lindauer 43 29 0 18 May 2021
Learning adaptive differential evolution algorithm from optimization experiences by policy gradient Jianyong Sun Xin Liu Thomas Bäck Zongben Xu 56 84 0 06 Feb 2021
Learning Heuristic Selection with Dynamic Algorithm Configuration David Speck André Biedenkapp Frank Hutter Robert Mattmüller Marius Lindauer 34 29 0 15 Jun 2020
Deep Reinforcement Learning Based Parameter Control in Differential Evolution Mudita Sharma Alexandros Komninos Manuel López-Ibánez D. Kazakov 16 74 0 20 May 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 424 5,457 0 20 Dec 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 185 18,685 0 20 Jul 2017
Value-Decomposition Networks For Cooperative Multi-Agent Learning P. Sunehag Guy Lever A. Gruslys Wojciech M. Czarnecki V. Zambaldi ... Marc Lanctot Nicolas Sonnerat Joel Z Leibo K. Tuyls T. Graepel 59 993 0 16 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 390 28,795 0 09 Sep 2016