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quant-ph2023★ 14 cited
Iterative Layerwise Training for Quantum Approximate Optimization Algorithm
Xinwei Lee, Xinjian Yan, Ningyi Xie +3
The capability of the quantum approximate optimization algorithm (QAOA) in solving the combinatorial optimization problems has been intensively studied in recent years due to its a…
quant-ph2023
A Feasibility-Preserved Quantum Approximate Solver for the Capacitated Vehicle Routing Problem
Ningyi Xie, Xinwei Lee, Dongsheng Cai +3
The Capacitated Vehicle Routing Problem (CVRP) is an NP-optimization problem (NPO) that arises in various fields including transportation and logistics. The CVRP extends from the V…