Quantum-Enhanced Simulation-Based Optimization for Newsvendor Problems

M Sharma, HC Lau, R Raymond - arXiv preprint arXiv:2403.17389, 2024 - arxiv.org
Simulation-based optimization is a widely used method to solve stochastic optimization
problems. This method aims to identify an optimal solution by maximizing the expected …

Quantum Relaxation for Solving Multiple Knapsack Problems

M Sharma, Y Jin, HC Lau… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Combinatorial problems are a common challenge in business, requiring finding optimal
solutions under specified constraints. While significant progress has been made with …