Large-scale global optimization of ultra-high dimensional non-convex landscapes based on generative neural networks.
Jiaqi JiangJonathan A. FanPublished in: CoRR (2023)
Keyphrases
- global optimization
- high dimensional
- neural network
- global optimality
- ant colony algorithm
- particle swarm optimization
- high speed
- convex optimization
- artificial neural networks
- generative model
- low dimensional
- pso algorithm
- global solution
- inverse problems
- genetic algorithm
- constrained global optimization
- similarity search
- dimensionality reduction
- piecewise linear
- evolutionary programming
- binary particle swarm optimization
- min cut
- deterministic annealing
- image reconstruction
- back propagation
- unsupervised learning
- search capabilities
- data points
- search algorithm
- global optima
- objective function