aiqbench analysis
This research introduces an advanced semidefinite relaxation methodology to overcome limitations in bounding quantum correlations by incorporating a wider range of constraints. By generalizing the Navascués-Pironio-Acín hierarchy, it enables more robust solutions for critical tasks like entanglement witnessing and dimensionality benchmarking at reasonable computational costs. The work represents a significant methodological advance that strengthens theoretical tools essential for practical quantum information science applications.
Semidefinite block-matrix relaxations for computing quantum correlations
arXiv:2603.19388v2 Announce Type: replace Abstract: Bounding the correlations predicted by quantum theory is an important challenge in quantum information science. Today's leading approach is semidefinite programming relaxations, but existing methods still cannot account for many relevant types of constraints. Here, we propose a semidefinite relaxation methodology that can incorporate a breadth of constraints needed in various quantum correlation problems, thereby generalising the seminal Navascu\'es-Pironio-Ac\'in hierarchy. It yields useful results at reasonable computational cost. We showcase the methodology and its features by using it to address five different quantum information problems. These are (i) entanglement witnessing from imperfect measurement devices, (ii) certifying measurements from fidelity-constrained sources, (iii) computing dimensionality in genuine multi-particle entangled states, (iv) benchmarking dimensionality for state preparation devices, and (v) finding uncertainty relations for nearly anti-commuting observables. These applications reflect both the usefulness and versatility of the methodology, as well as its potential for broader relevance in the field.
Abstract:Bounding the correlations predicted by quantum theory is an important challenge in quantum information science. Today's leading approach is semidefinite programming relaxations, but existing methods still cannot account for many relevant types of constraints. Here, we propose a semidefinite relaxation methodology that can incorporate a breadth of constraints needed in various quantum correlation problems, thereby generalising the seminal Navascués-Pironio-Acín hierarchy. It yields useful results at reasonable computational cost. We showcase the methodology and its features by using it to address five different quantum information problems. These are (i) entanglement witnessing from imperfect measurement devices, (ii) certifying measurements from fidelity-constrained sources, (iii) computing dimensionality in genuine multi-particle entangled states, (iv) benchmarking dimensionality for state preparation devices, and (v) finding uncertainty relations for nearly anti-commuting observables. These applications reflect both the usefulness and versatility of the methodology, as well as its potential for broader relevance in the field.
arXiv:2603.19388 [quant-ph]
(or arXiv:2603.19388v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2603.19388 Focus to learn more arXiv-issued DOI via DataCite
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