Depth-1 QAOA pair correlations, mapped to angles for the Burer-Monteiro rank-two MaxCut heuristic, provide a fast warm start that beats random multi-start at small iteration budgets but loses ground at large budgets.
What works best when? a systematic evaluation of heuristics for max-cut and qubo.INFORMS Journal on Computing, 30(3):608–624, 2018
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Warm-Starting MaxCut Relaxation via Low-Depth Quantum Approximate Optimization Algorithm
Depth-1 QAOA pair correlations, mapped to angles for the Burer-Monteiro rank-two MaxCut heuristic, provide a fast warm start that beats random multi-start at small iteration budgets but loses ground at large budgets.