22 citations · 70 across the 16 of their papers we have counts for
4 papers · 1 filter
Quantum Monte Carlo methods for Newsvendor problem with Multiple Unreliable Suppliers
Monit Sharma, Hoong Chuin Lau
In the post-pandemic world, manufacturing enterprises face increasing uncertainties, especially with vulnerabilities in global supply chains. Although supply chain management has b…
Automated Conversion of Static to Dynamic Scheduler via Natural Language
Paul Mingzheng Tang, Kenji Kah Hoe Leong, Nowshad Shaik +1
In this paper, we explore the potential application of Large Language Models (LLMs) that will automatically model constraints and generate code for dynamic scheduling problems give…
Quantum Relaxation for Solving Multiple Knapsack Problems
Monit Sharma, Yan Jin, Hoong Chuin Lau +1
Combinatorial problems are a common challenge in business, requiring finding optimal solutions under specified constraints. While significant progress has been made with variationa…
Quantum-Enhanced Simulation-Based Optimization for Newsvendor Problems
Monit Sharma, Hoong Chuin Lau, Rudy Raymond
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 value o…