A Switched Parameter Differential Evolution for Large Scale Global Optimization - Simpler May Be Better.
Swagatam DasArka GhoshSankha Subhra MullickPublished in: MENDEL (2015)
Keyphrases
- global optimization
- differential evolution
- particle swarm optimization
- pso algorithm
- convergence speed
- particle swarm optimization pso
- inertia weight
- differential evolution algorithm
- test functions
- evolutionary programming
- global optimization problems
- optimization algorithm
- evolutionary algorithm
- mutation operator
- ant colony algorithm
- multi objective
- hybrid algorithm
- constrained optimization problems
- premature convergence
- global search
- particle swarm
- optimization method
- multi objective optimization
- evolution strategy
- solving global optimization problems
- genetic algorithm
- numerical optimization problems
- function optimization problems
- binary particle swarm optimization
- search capabilities
- constrained global optimization
- particle swarm optimization algorithm
- swarm intelligence
- biogeography based optimization
- global solution
- image completion
- crossover operator
- deterministic annealing
- metaheuristic
- parameter values
- artificial bee colony
- ant colony optimization
- parameter optimization
- parameter space
- imperialist competitive algorithm
- routing problem