Multi-objective optimization by quantum annealing
15 days ago
- #multi-objective optimization
- #quantum annealing
- #Pareto front
- Multi-objective optimization involves generating the Pareto front, which is computationally intensive.
- Quantum annealing was compared with the quantum approximate optimization algorithm (QAOA) for this task.
- Quantum annealing outperformed QAOA and all classical and quantum methods analyzed in the study.
- On a harder problem, quantum annealing improved upon the best-known Pareto front.
- The study reinforces the potential of quantum annealing in multi-objective optimization.