Robust Control Optimization for Quantum Approximate Optimization Algorithm

Yulong Dong, Xiang Meng, Lin Lin, Robert L. Kosut, K. Birgitta Whaley

Type: Preprint

Publication Date: 2019-01-01

Citations: 8

DOI: https://doi.org/10.48550/arxiv.1911.00789

View Publication

Locations

arXiv (Cornell University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis	2022	Sharu Theresa Jose Osvaldo Simeone
+ PDF Chat	Error-Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis	2022	Sharu Theresa Jose Osvaldo Simeone
+ PDF Chat	Robust control of quantum gates via sequential convex programming	2013	Robert L. Kosut Matthew Grace Constantin Brif
+	Error-mitigated Quantum Approximate Optimization via Learning-based Adaptive Optimization	2023	Lixue Cheng Yuqin Chen Shi‐Xin Zhang Shengyu Zhang
+	Quantum constraint learning for quantum approximate optimization algorithm	2021	Santosh Kumar Radha
+	Quantifying the Impact of Precision Errors on Quantum Approximate Optimization Algorithms	2021	Gregory Quiroz Paraj Titum Phillip C. Lotshaw Pavel Lougovski Kevin Schultz Eugene Dumitrescu Itay Hen
+	Quantifying the Impact of Precision Errors on Quantum Approximate Optimization Algorithms	2021	Gregory Quiroz Paraj Titum Phillip C. Lotshaw Pavel Lougovski Kevin Schultz Eugene Dumitrescu Itay Hen
+ PDF Chat	Robustness of variational quantum algorithms against stochastic parameter perturbation	2024	Daniil Rabinovich Ernesto Campos Soumik Adhikary Ekaterina Pankovets Dmitry Vinichenko Jacob Biamonte
+ PDF Chat	From Pulses to Circuits and Back Again: A Quantum Optimal Control Perspective on Variational Quantum Algorithms	2021	Alicia B. Magann Christian Arenz Matthew Grace Tak‐San Ho Robert L. Kosut Jarrod R. McClean Herschel Rabitz Mohan Sarovar
+	A Review on Quantum Approximate Optimization Algorithm and its Variants	2023	Kostas Blekos Dean Brand Andrea Ceschini Chiao-Hui Chou Rui-Hao Li Komal Pandya Alessandro Summer
+ PDF Chat	Robustness of optimal quantum annealing protocols	2024	Niklas Funcke Julian Berberich
+	An introduction to variational quantum algorithms on gate-based quantum computing for combinatorial optimization problems	2022	Camille Grangé Michael Poss Eric Bourreau
+	Quantum constraint learning for quantum approximate optimization algorithm	2021	Santosh Kumar Radha
+ PDF Chat	Noisy intermediate-scale quantum algorithm for semidefinite programming	2022	Kishor Bharti Tobias Haug Vlatko Vedral L. C. Kwek
+ PDF Chat	Evaluating Quantum Approximate Optimization Algorithm: A Case Study	2019	Ruslan Shaydulin Yuri Alexeev
+ PDF Chat	Error Propagation in NISQ Devices for Solving Classical Optimization Problems	2022	Guillermo José Hernández González Rahul Trivedi J. I. Cirac
+	An Empirical Review of Optimization Techniques for Quantum Variational Circuits	2022	Owen Lockwood
+	Globally Optimal Quantum Control	2022	Denys I. Bondar Kurt Jacobs Georgios Korpas Jakub Mareček and Jiri Vala
+ PDF Chat	Noise-resilient variational hybrid quantum-classical optimization	2020	Laura Gentini Alessandro Cuccoli Stefano Pirandola Paola Verrucchi Leonardo Banchi
+	Continuous-variable quantum approximate optimization on a programmable photonic quantum processor	2022	Yutaro Enomoto Keitaro Anai Kenta Udagawa Shuntaro Takeda

Works That Cite This (8)

Action	Title	Year	Authors
+ PDF Chat	Noise Robustness and Experimental Demonstration of a Quantum Generative Adversarial Network for Continuous Distributions	2021	Abhinav Anand Jonathan Romero Matthias Degroote Alán Aspuru‐Guzik
+ PDF Chat	Digital quantum simulation of molecular dynamics and control	2021	Alicia B. Magann Matthew Grace Herschel Rabitz Mohan Sarovar
+ PDF Chat	End-To-End Quantum Machine Learning Implemented with Controlled Quantum Dynamics	2020	Re-Bing Wu Xi Cao Pinchen Xie Yu-xi Liu
+ PDF Chat	Breaking adiabatic quantum control with deep learning	2021	Yongcheng Ding Yue Ban José D. Martín‐Guerrero E. Solano J. Casanova Xi Chen
+	Policy Gradient based Quantum Approximate Optimization Algorithm	2020	Jiahao Yao Marin Bukov Lin Lin
+ PDF Chat	Hamiltonian Switching Control of Noisy Bipartite Qubit Systems	2024	Zhibo Yang Robert L. Kosut K. Birgitta Whaley
+	Hamiltonian Switching Control of Noisy Bipartite Qubit Systems	2023	Zhibo Yang Robert L. Kosut K. Birgitta Whaley
+	Noise-Robust End-to-End Quantum Control using Deep Autoregressive Policy Networks	2020	Jiahao Yao Paul Köttering Hans Gundlach Lin Lin Marin Bukov

Works Cited by This (9)

Action	Title	Year	Authors
+	A Quantum Approximate Optimization Algorithm	2014	Edward Farhi Jeffrey Goldstone Sam Gutmann
+ PDF Chat	Robust control of quantum gates via sequential convex programming	2013	Robert L. Kosut Matthew Grace Constantin Brif
+ PDF Chat	Optimal control of two qubits via a single cavity drive in circuit quantum electrodynamics	2017	Joseph L. Allen Robert L. Kosut Jaewoo Joo Peter Leek Eran Ginossar
+	Quantum Algorithms for Scientific Computing and Approximate Optimization	2018	Stuart Hadfield
+ PDF Chat	Optimal control of superconducting gmon qubits using Pontryagin's minimum principle: Preparing a maximally entangled state with singular bang-bang protocols	2018	Seraph Bao Silken Kleer Ruoyu Wang Armin Rahmani
+	Quantum approximate optimization is computationally universal	2018	Seth Lloyd
+ PDF Chat	Robust quantum control in games: An adversarial learning approach	2020	Xiaozhen Ge Haijin Ding Herschel Rabitz Re-Bing Wu
+ PDF Chat	Reinforcement Learning in Different Phases of Quantum Control	2018	Marin Bukov Alexandre G. R. Day Dries Sels Phillip Weinberg Anatoli Polkovnikov Pankaj Mehta
+ PDF Chat	Quantum variational autoencoder	2018	Amir H. Khoshaman Walter Vinci Brandon Denis Evgeny Andriyash Hossein Sadeghi M. H. S. Amin