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quant-ph2026
Mechanism of Efficacy in QAOA for Random k-SAT: From Adiabatic Manifold to Sublinear Parameter Optimization
Mingyou Wu, Hanwu Chen
The Quantum Approximate Optimization Algorithm (QAOA) is a leading candidate for demonstrating quantum advantage on near-term devices, yet the physical origins of its efficacy rema…
quant-ph2020
Enhanced Framework of Quantum Approximate Optimization Algorithm and Its Parameter Setting Strategy
Mingyou Wu, Zhihao Liu, Hanwu Chen
An enhanced framework of quantum approximate optimization algorithm (QAOA) is introduced and the parameter setting strategies are analyzed. The enhanced QAOA is as effective as the…