Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
Jonas SteinFarbod ChamanianMaximilian ZornJonas NüßleinSebastian ZielinskiMichael KölleClaudia Linnhoff-PopienPublished in: GECCO Companion (2023)
Keyphrases
- continuous optimization problems
- optimization problems
- combinatorial optimization problems
- continuous optimization
- knapsack problem
- combinatorial optimization
- feature selection
- metaheuristic
- genetic algorithm
- optimal solution
- evolutionary algorithm
- particle swarm optimization
- computational efficiency
- traveling salesman problem
- aco algorithms