A Modification of the Imperialist Competitive Algorithm With Hybrid Methods for Constrained Optimization Problems.
Jianfu LuoJinsheng ZhouXi JiangPublished in: IEEE Access (2021)
Keyphrases
- constrained optimization problems
- imperialist competitive algorithm
- hybrid algorithm
- differential evolution
- constrained optimization
- constraint handling
- evolutionary algorithm
- optimization problems
- global optimization
- penalty function
- global convergence
- augmented lagrangian
- fitness function
- particle swarm optimisation
- particle swarm optimization
- convergence speed
- optimization algorithm
- crossover operator
- optimization method
- premature convergence
- genetic algorithm
- equality constraints
- genetic programming
- evolution strategy
- lower bound
- simulated annealing
- particle swarm optimization pso
- neural network
- particle swarm
- evolutionary programming
- computational complexity
- k means
- step size
- genetic algorithm ga
- optimal solution