A hybrid quantum-classical method with knapsack-specific QAOA circuits and classical recovery produces solutions indicating improvement over classical schemes for chance-constrained knapsack problems in insurance on IBM Heron processors.
Quantum relaxation for solving multiple knapsack problems.arXiv preprint, 2024
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A Quantum Approach to Stochastic Optimization in Insurance Underwriting
A hybrid quantum-classical method with knapsack-specific QAOA circuits and classical recovery produces solutions indicating improvement over classical schemes for chance-constrained knapsack problems in insurance on IBM Heron processors.