Comparative Evaluation of PyTorch, JAX, SciPy, and Neal for Solving QUBO Problems at Scale

Pei-Kun Yang

Quadratic Unconstrained Binary Optimization (QUBO) is a versatile framework for modeling combinatorial optimization problems. This study benchmarks five software-based QUBO solvers…