Search Results - "Quantum Approximate Optimization Algorithm"

Graph representation learning for parameter transferability in quantum approximate optimization algorithm by Falla, Jose, Langfitt, Quinn, Alexeev, Yuri, Safro, Ilya

“…The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization…”
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Similarity-based parameter transferability in the quantum approximate optimization algorithm by Galda, Alexey, Gupta, Eesh, Falla, Jose, Liu, Xiaoyuan, Lykov, Danylo, Alexeev, Yuri, Safro, Ilya

“…The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization…”
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Quantum Algorithms for the Physical Layer: Potential Applications to Physical Layer Security by Matsumine, Toshiki, Ochiai, Hideki, Shikata, Junji

“…The field of quantum technologies has garnered considerable interest and witnessed noteworthy progress in recent years. It is also anticipated that these…”
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Quantum Optimization Methods for Satellite Mission Planning by Makarov, Anton, Perez-Herradon, Carlos, Franceschetto, Giacomo, Taddei, Marcio M., Osaba, Eneko, del Barrio Cabello, Paloma, Villar-Rodriguez, Esther, Oregi, Izaskun

“…Satellite mission planning for Earth observation satellites is a combinatorial optimization problem that consists of selecting the optimal subset of imaging requests, subject to constraints…”
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Similarity-Based Parameter Transferability in the Quantum Approximate Optimization Algorithm by Galda, Alexey, Gupta, Eesh, Falla, Jose, Liu, Xiaoyuan, Danylo Lykov, Alexeev, Yuri, Safro, Ilya

“…The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization…”
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Graph Representation Learning for Parameter Transferability in Quantum Approximate Optimization Algorithm by Falla, Jose, Quinn Langfitt, Alexeev, Yuri, Safro, Ilya

“…The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization…”
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Policy Gradient based Quantum Approximate Optimization Algorithm by Yao, Jiahao, Marin Bukov, Lin, Lin

“…The quantum approximate optimization algorithm (QAOA), as a hybrid quantum/classical algorithm, has received much interest recently…”
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Transferability of optimal QAOA parameters between random graphs by Galda, Alexey, Liu, Xiaoyuan, Lykov, Danylo, Alexeev, Yuri, Safro, Ilya

“…The Quantum approximate optimization algorithm (QAOA) is one of the most promising candidates for achieving quantum advantage through quantum-enhanced combinatorial optimization…”
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Predicting parameters for the Quantum Approximate Optimization Algorithm for MAX-CUT from the infinite-size limit by Boulebnane, Sami, Montanaro, Ashley

“… The best-known heuristic quantum algorithm for combinatorial optimization on gate-based devices, the Quantum Approximate Optimization Algorithm (QAOA…”
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Quantifying the impact of precision errors on quantum approximate optimization algorithms by Quiroz, Gregory, Titum, Paraj, Lotshaw, Phillip, Lougovski, Pavel, Schultz, Kevin, Dumitrescu, Eugene, Hen, Itay

“…The quantum approximate optimization algorithm (QAOA) is a hybrid quantum-classical algorithm that seeks to achieve approximate solutions to optimization problems by iteratively alternating between intervals of controlled quantum evolution…”
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Quantifying the Impact of Precision Errors on Quantum Approximate Optimization Algorithms by Quiroz, Gregory, Titum, Paraj, Lotshaw, Phillip, Lougovski, Pavel, Schultz, Kevin, Dumitrescu, Eugene, Hen, Itay

“…The quantum approximate optimization algorithm (QAOA) is a hybrid quantum-classical algorithm that seeks to achieve approximate solutions to optimization problems by iteratively alternating between intervals of controlled quantum evolution…”
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A feasibility-preserved quantum approximate solver for the Capacitated Vehicle Routing Problem by Xie, Ningyi, Lee, Xinwei, Cai, Dongsheng, Saito, Yoshiyuki, Asai, Nobuyoshi, Lau, Hoong Chuin

“… Recently, the Quantum Approximate Optimization Algorithm (QAOA), a quantum–classical hybrid algorithm, has exhibited enhanced performance in certain combinatorial optimization problems, such as the Max-Cut problem, compared to classical heuristics…”
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Quantum-enhanced optimization for patient stratification in clinical trials by Domingo, L., Johnson, C.

“…Clinical trials are a vital step in drug development, yet nearly 90 \% fail to reach approval [1], despite costing between {\}29M and {\}135M per therapy [2]…”
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Reinforcement Learning and Variational Quantum Algorithms by Yao, Jiahao

“… techniques.Prominent examples of these hybrid algorithms include the Quantum Approximate Optimization Algorithm (QAOA…”
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A feasibility-preserved quantum approximate solver for the Capacitated Vehicle Routing Problem by Ningyi Xie, Xinwei Lee, Dongsheng Cai, Yoshiyuki Saito, Nobuyoshi Asai, Hoong Chuin Lau

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Effective and Efficient Methods for Constrained Stochastic and Derivative-Free Optimization by Shi, Jiahao

“…–such as those in the quantum approximate optimization algorithm (QAOA) or the variational quantum…”
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Quantum Optimization for Efficient Traffic Flow Management by Mohamed, Nora Abdalla

“… In this thesis, we investigate the feasibility and effectiveness of the Quantum Approximate Optimization Algorithm (QAOA…”
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Quantum Optimization Methods for Satellite Mission Planning by Makarov, Antón, Pérez-Herradón, Carlos, Franceschetto, Giacomo, Taddei, Márcio M, Osaba, Eneko, Paloma del Barrio, Villar-Rodriguez, Esther, Oregi, Izaskun

“…Satellite mission planning for Earth observation satellites is a combinatorial optimization problem that consists of selecting the optimal subset of imaging requests, subject to constraints…”
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Efficient Reduction of Resources and Noise in Discrete Quantum Computing Circuits by Majumdar, Ritajit

“… Therefore, other mechanisms are studied to lower the effect of noise. Quantum Approximate Optimization Algorithm (QAOA…”
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A Novel Noise-Aware Classical Optimizer for Variational Quantum Algorithms by Larson, Jeffrey, Menickelly, Matt, Shi, Jiahao

“… Thus, the evaluation of an objective function (e.g., the guiding function in the quantum approximate optimization algorithm (QAOA…”
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