Investigating the Potential of AI-Driven Innovations for Enhancing Differential Evolution in Optimization Tasks.
Michal PluhacekAnezka KazikovaAdam ViktorinTomas KadavyRoman SenkerikPublished in: SMC (2023)
Keyphrases
- differential evolution
- optimization algorithm
- optimization method
- evolution strategy
- parameter optimization
- global optimization problems
- evolutionary algorithm
- differential evolution algorithm
- real coded
- particle swarm optimization
- convergence speed
- test functions
- evolutionary strategy
- direct search
- particle swarm
- multi objective
- particle swarm optimization pso
- premature convergence
- harmony search
- constrained optimization problems
- solving global optimization problems
- numerical optimization problems
- artificial intelligence
- hybrid algorithm
- mutation operator
- genetic algorithm
- optimization methods
- optimization problems
- global optimization
- artificial bee colony
- evolutionary programming
- multi objective evolutionary algorithms
- optimization process
- global convergence
- evolutionary computation
- power flow
- nsga ii
- numerical optimization
- particle swarm optimization algorithm
- function optimization
- pso algorithm
- scale factor
- search space
- function optimization problems
- multiobjective optimization