Monte Carlo Simulation Affects Convergence of Differential Evolution: A Case of Optical Response Modeling.
Denis D. ChesalinAndrei P. RazjivinAlexey S. DorokhovRoman PishchalnikovPublished in: Algorithms (2023)
Keyphrases
- differential evolution
- monte carlo simulation
- convergence speed
- evolutionary algorithm
- differential evolution algorithm
- monte carlo
- optimization algorithm
- particle swarm optimization
- markov chain
- test functions
- mutation operator
- constrained optimization problems
- premature convergence
- genetic algorithm
- particle swarm optimization pso
- multi objective optimization
- evolution strategy
- solving global optimization problems
- particle swarm optimization algorithm
- multi objective evolutionary algorithms
- evolutionary programming
- direct search
- global search
- step size
- numerical optimization problems
- evolutionary strategy
- optimization method
- artificial bee colony
- harmony search
- function optimization problems
- biogeography based optimization
- global optimization problems
- learning algorithm
- binary particle swarm optimization
- real coded
- fitness function
- hybrid algorithm
- particle swarm