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This paper proposes a quantum approximate optimization algorithm (QAOA) method for wireless scheduling problems.
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Wang, Z.; Hadfield, S.; Jiang, Z.; Rieffel, E. G. Quantum Approximate Optimization Algorithm for MaxCut: A Fermionic View. Physical Review A
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Nawaz, S. J.; Sharma, S. K.; Wyne, S.; Patwary, M. N.; Asaduzzaman, M. Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future. IEEE Access
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Hadfield, S.; Wang, Z.; O’Gorman, B.; Rieffel, E. G.; Venturelli, D.; and others. From the Quantum Approximate Optimization Algorithm to a Quantum Alternating Operator Ansatz. Algorithms
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Choi, J.; Oh, S.; Kim, J. The Useful Quantum Computing Techniques for Artificial Intelligence Engineers. In Proceedings of the 34th IEEE ICOIN
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Zhou, L.; Wang, S. T.; Choi, S.; Pichler, H.; Lukin, M. D. Quantum Approximate Optimization Algorithm: Performance, Mechanism, and Implementation on Near-Term Devices. Physical Review X
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Tariq, F.; Khandaker, M. R.; Wong, K. K.; Imran, M. A.; Bennis, M.; and others. A Speculative Study on 6G. IEEE Wireless Communications
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Zhang, Z. Improved Adam Optimizer for Deep Neural Networks. In Proceedings of the 26th IEEE/ACM IWQoS
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Arute, F.; Arya, K.; Babbush, R.; Bacon, D.; Bardin, J. C.; and others. Quantum Supremacy using a Programmable Superconducting Processor. Nature
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Choi, J.; Kim, J. A Tutorial on Quantum Approximate Optimization Algorithm (QAOA): Fundamentals and Applications. In Proceedings of the 10th IEEE ICTC
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2020
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Viswanathan, H.; Mogensen, P. E. Communications in the 6G Era. IEEE Access
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Tang, F.; Kawamoto, Y.; Kato, N.; Liu, J. Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches. Proceedings of the IEEE
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Streif, M.; Leib, M. Training the Quantum Approximate Optimization Algorithm without Access to a Quantum Processing Unit. Quantum Science and Technology
2020
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