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Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm2021 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Michael Streif, Sheir Yarkoni, Andrea Skolik, Florian Neukart, Martin Leib
40citations -
A Comprehensive Review of Optimization-Driven Design of Attribute-Based Encryption Schemes: Security Models, Optimization Techniques, and Emerging Computing Applications0citations
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Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 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
10citations -
IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics2022 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
61citations -
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Þorsteinn Elí Gíslason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, +6 more
4citations -
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond2023 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Mădălina Mitran, Daniela Zaharie
27citations -
Large language models and evolutionary computation: A critical review of bidirectional interaction, automated algorithm design, and co-adaptive systems2026 Computer Science Review article Computer Science Metaheuristic Optimization Algorithms Research Open access
Dikshit Chauhan, Bapi Dutta, Indu Bala, Bas van Stein, Thomas Bäck, Anupam Yadav
0citations