Constraint-aware initialization and hybrid XY-X mixer in QAOA for VRP yield lower average energies and higher feasible-solution ratios than standard QAOA across ideal, finite-shot, and noisy simulations.
Warm-starting QAOA with XY mixers: A novel approach for quantum- enhanced vehicle routing optimization
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
representative citing papers
A nested amplitude amplification protocol for knapsack performs partial amplification on initial variables via an Inner Iteration Finder before global GAS, reducing solution improvement costs versus baseline in simulations on large instances.