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Papers matching “heuristic optimization” 118

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In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Thomas Bäck

22

citations
Explainable Benchmarking for Iterative Optimization Heuristics
2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Anna V. Kononova, Thomas Bäck

2

citations
From Heuristic Selection to Automated Algorithm Design: LLMs Benefit from Strong Priors
2026 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Qi Huang, Furong Ye, Ananta Shahane, Thomas Bäck, Bas van Stein

0

citations
Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm
2021 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access

Michael Streif, Sheir Yarkoni, Andrea Skolik, Florian Neukart, Martin Leib

40

citations
Challenges and opportunities in quantum optimization
2024 Nature Reviews Physics review Computer Science Quantum Computing Algorithms and Architecture Open access

Amira Abbas, Andris Ambainis, Brandon Augustino, Andreas Bärtschi, Harry Buhrman, Carleton Coffrin, +40 more

186

citations
A Comprehensive Review of Optimization-Driven Design of Attribute-Based Encryption Schemes: Security Models, Optimization Techniques, and Emerging Computing Applications
2025 International Journal on Advanced Computer Theory and Engineering article Computer Science Cryptography and Data Security Open access

Emily L. Thompson, Karl Schneider, Alexei Petrov

0

citations
Quantum Optimization: Potential, Challenges, and the Path Forward
2023 report Computer Science Quantum Computing Algorithms and Architecture Open access

Amira Abbas, USDOE National Nuclear Security Administration (NNSA), Andris Ambainis, Brandon Augustino, Andreas Bärtschi, Harry Buhrman, +40 more

60

citations
Behaviour Space Analysis of LLM-Driven Meta-Heuristic Discovery
2026 Communications in computer and information science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

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

3

citations
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym
2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud

10

citations
Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization
2025 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Maria Laura Santoni, Elena Raponi, Aneta Neumann, Frank Neumann, Mike Preuß, Carola Doerr

1

citations
Robust optimization and variants of the scheduling problem
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Complexity and Algorithms in Graphs Open access

Jenny Segschneider

0

citations
Micro-macro decomposition of particle swarm optimization methods
2025 Kinetic and Related Models article Computer Science Metaheuristic Optimization Algorithms Research Open access

Michaël Herty, Sara Veneruso

0

citations
Hyperparameter Optimization and Neuroevolution with Binary Quadratic Meta-heuristics and Evolution Strategies
2023 IEEE Congress on Information Science and Technology (CiSt) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

David Von Dollen, Reuben Brasher, Florian Neukart, Thomas Bäck

2

citations
Explainable Benchmarking for Iterative Optimization Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Anna V. Kononova, Thomas Bäck

13

citations
To quantum or not to quantum: towards algorithm selection in near-term quantum optimization
2020 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

44

citations
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics
2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Hao Wang, Diederick Vermetten, Furong Ye, Carola Doerr, Thomas Bäck

61

citations
An Adaptive Consensus Based Method for Multi-objective Optimization with Uniform Pareto Front Approximation
2023 Applied Mathematics & Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Giacomo Borghi, Michaël Herty, Lorenzo Pareschi

30

citations
A Critical Analysis of Raven Roost Optimization
2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Martijn Halsema, Diederick Vermetten, Thomas Bäck, Bas van Stein

2

citations
Recursive Optimization of Finite Blocklength Allocation to Mitigate Age-of-Information Outage
2020 IEEE International Conference on Communications workshops conference-paper Computer Science Age of Information Optimization Open access

Bin Han, Zhiyuan Jiang, Yao Lin Zhu, Hans Dieter Schotten

0

citations
An adaptive consensus based method for multi-objective optimization with uniform Pareto front approximation
2022 RWTH Publications (RWTH Aachen) article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Giacomo Borghi, Michaël Herty, Lorenzo Pareschi

0

citations
Comparison of Low-budget Black-box Optimization Algorithms on BBOB
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud

1

citations
Repulsion dynamics for uniform Pareto front approximation in multi‐objective optimization problems
2023 PAMM article Computer Science Advanced Multi-Objective Optimization Algorithms

Giacomo Borghi

1

citations
Comparison of Low-budget Black-box Optimization Algorithms on BBOB
2023 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Elena Raponi, Carraz Nathanael Rakotonirina, Rapin Jérémy, Carola Doerr, Olivier Teytaud

0

citations
Block-Bench: A Framework for Controllable and Transparent Discrete Optimization Benchmarking
2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Furong Ye, Frank Neumann, Thomas Bäck, Bas van Stein

0

citations
Making multidisciplinary optimization fit for practical usage in car body development
2023 Structural and Multidisciplinary Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Jana Büttner, Axel Schumacher, Thomas Bäck, Štefan Schwarz

7

citations