Using Neural Networks as Surrogate Models in Differential Evolution Optimization of Truss Structures.
Tran-Hieu NguyenAnh Tuan VuPublished in: ICCCI (2020)
Keyphrases
- differential evolution
- optimization algorithm
- optimization method
- neural network
- evolution strategy
- evolutionary strategy
- evolutionary algorithm
- parameter optimization
- global optimization problems
- real coded
- genetic algorithm
- convergence speed
- differential evolution algorithm
- power flow
- harmony search
- particle swarm
- particle swarm optimization
- test functions
- direct search
- mutation operator
- particle swarm optimization pso
- multi objective
- optimal design
- evolutionary programming
- optimization problems
- premature convergence
- optimization process
- constrained optimization problems
- hybrid algorithm
- solving global optimization problems
- multi objective optimization
- function optimization
- artificial bee colony
- optimization methods
- multi objective evolutionary algorithms
- artificial neural networks
- numerical optimization
- back propagation
- constrained optimization
- crossover operator
- combinatorial optimization
- global convergence
- evolutionary computation
- global optimization
- multiobjective optimization
- bp neural network
- global search
- biogeography based optimization
- numerical optimization problems