Maximizing Efficiency: A Comparative Study of SOMA Algorithm Variants and Constraint Handling Methods for Time Delay System Optimization.
Roman SenkerikTomas KadavyPeter JankuMichal PluhacekHubert GuzowskiLibor PekarRadek MatusuAdam ViktorinMaciej SmolkaAleksander ByrskiZuzana Komínková OplatkováPublished in: GECCO Companion (2023)
Keyphrases
- optimization algorithm
- constrained optimization
- computational complexity
- dynamic programming
- objective function
- evolution strategy
- cost function
- constraint handling
- optimization methods
- optimization method
- particle swarm optimization
- computational efficiency
- np hard
- evolutionary algorithm
- faster convergence
- penalty function
- continuous domains
- linear programming
- combinatorial optimization
- differential evolution
- benchmark problems
- hybrid algorithm
- exhaustive search
- multi objective
- global optimization
- evolutionary strategy
- ant colony optimization