3 papers
quant-ph2026
Comparing Qubit and Qudit Encodings for EV Charging and Trip Assignment Problems
Linus Ekstrøm, Hao Wang, Sebastian Schmitt
Variational quantum algorithms have attracted attention for their potential to solve combinatorial optimization problems. We study how the choice of encoding affects the resource r…
cs.NE2024
A Newton Method for Hausdorff Approximations of the Pareto Front within Multi-objective Evolutionary Algorithms
Hao Wang, Angel E. Rodriguez-Fernandez, Lourdes Uribe +3
A common goal in evolutionary multi-objective optimization is to find suitable finite-size approximations of the Pareto front of a given multi-objective optimization problem. While…
quant-ph2023
Variational Quantum Multi-Objective Optimization
Linus Ekstrom, Hao Wang, Sebastian Schmitt
Solving combinatorial optimization problems on near-term quantum devices has gained a lot of attraction in recent years. Currently, most works have focused on single-objective prob…