Multi-objective and categorical global optimization of photonic structures based on ResNet generative neural networks.
Jiaqi JiangJonathan A. FanPublished in: CoRR (2020)
Keyphrases
- global optimization
- multi objective
- particle swarm optimization
- neural network
- genetic algorithm
- evolutionary algorithm
- pso algorithm
- multi objective optimization
- optimization algorithm
- ant colony algorithm
- global optima
- multiple objectives
- constrained global optimization
- global solution
- objective function
- artificial neural networks
- generative model
- global search
- evolutionary programming
- bp neural network
- particle swarm optimization pso
- multi objective optimization problems
- deterministic annealing
- differential evolution
- fault diagnosis
- image completion
- inverse problems
- clustering algorithm
- multi objective evolutionary algorithms
- search capabilities
- dynamic programming
- categorical data