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Papers matching “benchmark instance generation” 58

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Automated planning instance generation with neuro-symbolic AI
2025 Artificial Intelligence article Computer Science AI-based Problem Solving and Planning Open access

Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares

0

citations
BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances
2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Fu Xing Long, Diederick Vermetten, Bas van Stein, Anna V. Kononova

0

citations
BBOB Instance Analysis: Landscape Properties and Algorithm Performance Across Problem Instances
2023 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Fu Xing Long, Diederick Vermetten, Bas van Stein, Anna V. Kononova

15

citations
Benchmark instances and experimental results for the Colored Knapsack Problem (ColKP)
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Optimization and Packing Problems Open access

Fabio Ciccarelli, Alexander Helber, Erik Mühmer

0

citations
Benchmark instances and experimental results for the Colored Knapsack Problem (ColKP)
2026 arXiv (Cornell University) preprint Engineering Optimization and Packing Problems Open access

Fabio Ciccarelli, Alexander Helber, Erik Mühmer

0

citations
BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Anna V. Kononova, Haoran Yin, Thomas Bäck

5

citations
Deep Learning for Instance Retrieval: A Survey
2022 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Image Retrieval and Classification Techniques Open access

Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Paul Fieguth, Li Liu, +1 more

193

citations
Deep Learning for Instance Retrieval: A Survey
2021 arXiv (Cornell University) preprint Computer Science Image Retrieval and Classification Techniques Open access

Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Paul Fieguth, Li Liu, +1 more

5

citations
Generating diverse and discriminatory knapsack instances by searching for novelty in variable dimensions of feature-space
2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Alejandro Marrero, Eduardo Segredo, Emma Hart, Jakob Bossek, Aneta Neumann

6

citations
AMaze: an intuitive benchmark generator for fast prototyping of generalizable agents
2025 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access

Kevin Godin-Dubois, Karine Miras, Anna V. Kononova

1

citations
MM-OptBench: A Solver-Grounded Benchmark for Multimodal Optimization Modeling
2026 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Zhong Li, Qi Huang, Yuxuan Zhu, Mohammad Mohammadi Amiri, Bas van Stein, Thomas Bäck, +3 more

0

citations
Benchmark Data for The Revised Practitioner's Guide to MDP Model Checking Algorithms
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Formal Methods in Verification Open access

Arnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger

0

citations
MA-BBOB - Reproducibility and Additional Data
2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Furong Ye, Thomas Bäck, Carola Doerr

0

citations
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms
2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access

Shuaiqun Pan, Yash J. Patel, Aneta Neumann, Frank Neumann, Thomas Bäck, Hao Wang

1

citations
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Yash J. Patel, Aneta Neumann, Frank Neumann, Thomas Bäck, Hao Wang

0

citations
DynaMITe: Dynamic Query Bootstrapping for Multi-object Interactive Segmentation Transformer
2023 IEEE/CVF International Conference on Computer Vision (ICCV) conference-paper Computer Science Advanced Neural Network Applications

Sabarinath Mahadevan, Alexander Hermans, Bastian Leibe

9

citations
Deep hashing with self-supervised asymmetric semantic excavation and margin-scalable constraint
2022 Neurocomputing article Computer Science Advanced Image and Video Retrieval Techniques Open access

Zhengyang Yu, Song Wu, Zhihao Dou, Erwin M. Bakker

9

citations
Challenges of ELA-guided Function Evolution using Genetic Programming
2023 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, +1 more

0

citations
Quantifying the impact of boundary constraint handling methods on differential evolution
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Anna V. Kononova, Hao Wang

12

citations
Cellcyclegan: Spatiotemporal Microscopy Image Synthesis Of Cell Populations Using Statistical Shape Models And Conditional Gans
2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Dennis Bähr, Dennis Eschweiler, Anuk Bhattacharyya, Daniel Moreno-Andrés, Wolfram Antonin, Johannes Stegmaier

9

citations
MA-BBOB - Reproducibility and Additional Data
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Furong Ye, Thomas Bäck, Carola Doerr

0

citations
Oracle-based algorithms for binary two-stage robust optimization
2020 Computational Optimization and Applications article Decision Sciences Risk and Portfolio Optimization Open access

Nicolas Kämmerling, Jannis Kurtz

19

citations
Learning the characteristics of engineering optimization problems with applications in automotive crash
2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

31

citations
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics
2024 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Thomas Bäck

98

citations
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents
2025 conference-paper Computer Science Topic Modeling Open access

Zhengliang Shi, Shen Gao, Lingyong Yan, Yue Feng, Xiuyi Chen, Zhumin Chen, +3 more

19

citations