Showing 2025Show all
2 papers · 1 filter
quant-ph2025
Quantum Grid Path Planning Using Parallel QAOA Circuits Based on Minimum Energy Principle
Jun Liu
To overcome the bottleneck of classical path planning schemes in solving NP problems and address the predicament faced by current mainstream quantum path planning frameworks in the…
math.OC2025
A Concise Lyapunov Analysis of Nesterov's Accelerated Gradient Method
Jun Liu
Convergence analysis of Nesterov's accelerated gradient method has attracted significant attention over the past decades. While extensive work has explored its theoretical properti…