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Papers matching “MaxCut” 14

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Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm
2022 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

Charles Moussa, Hao Wang, Thomas Bäck, Vedran Dunjko

43

citations
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2023 International Joint Conference on Artificial Intelligence conference-paper Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

15

citations
A Novel Approach to Designing Surrogate-assisted Genetic Algorithms by Combining Efficient Learning of Walsh Coefficients and Dependencies
2021 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman

14

citations
Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm
2022 Research Square preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Charles Moussa, Hao Wang, Thomas Bäck, Vedran Dunjko

1

citations
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2022 arXiv (Cornell University) preprint Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

1

citations
Quantum approximate optimization of non-planar graph problems on a planar superconducting processor
2021 Nature Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

L. B. Ioffe, Kostyantyn Kechedzhi

470

citations
Graph Neural Networks for Maximum Constraint Satisfaction
2021 Frontiers in Artificial Intelligence article Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe

37

citations
Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions
2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access

Moein E. Samadi, Hedieh Mirzaieazar, Alexander Mitsos, Andreas Schuppert

5

citations
Reusability report: Comparing gradient descent and Monte Carlo tree search optimization of quantum annealing schedules
2022 Nature Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Matteo M. Wauters, Evert van Nieuwenburg

5

citations
Benchmarking the quantum approximate optimization algorithm
2020 Quantum Information Processing article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 4 patents

125

citations
Toward a linear-ramp QAOA protocol: evidence of a scaling advantage in solving some combinatorial optimization problems
2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

J. A. Montañez-Barrera, Kristel F. L. Michielsen

34

citations
Solving multi-structured problems by introducing linkage kernels into GOMEA
2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman

7

citations
Transfer learning of optimal QAOA parameters in combinatorial optimization
2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

J. A. Montañez-Barrera, Dennis Willsch, Kristel F. L. Michielsen

3

citations
Solving Multi-Structured Problems by Introducing Linkage Kernels into GOMEA
2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Arthur Guijt, Dirk Thierens, Tanja Alderliesten, Peter A. N. Bosman

2

citations

14 results