Elite Opposition-Based Differential Evolution for Solving Large-Scale Optimization Problems and Its Implementation on GPU.
Xinyu ZhouZhijian WuHui WangPublished in: PDCAT (2012)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- numerical optimization problems
- global optimization problems
- differential evolution algorithm
- convergence speed
- constrained optimization problems
- combinatorial optimization
- optimization method
- multi objective
- optimization algorithm
- test functions
- particle swarm optimization
- particle swarm optimization pso
- multi objective optimization
- mutation operator
- nonlinear programming
- genetic algorithm
- metaheuristic
- multi objective optimization problems
- hybrid algorithm
- nsga ii
- graphics processing units
- fitness function
- optimization methods
- parameter optimization
- continuous optimization problems
- multiobjective optimization
- initial population
- function optimization problems
- solving global optimization problems
- particle swarm
- crossover operator
- premature convergence
- evolution strategy
- knapsack problem
- cost function
- simulated annealing
- evolutionary computation
- adaptive differential evolution
- biogeography based optimization
- tabu search
- direct search
- function optimization
- swarm intelligence
- test problems
- pso algorithm
- evolutionary strategy
- search algorithm
- objective function
- neural network