GOSH: derivative-free global optimization using multi-dimensional space-filling curves.
Daniela LeraYaroslav D. SergeyevPublished in: J. Glob. Optim. (2018)
Keyphrases
- global optimization
- space filling curves
- multi dimensional
- derivative free
- multidimensional data
- neural learning
- unconstrained optimization
- range queries
- gradient method
- index structure
- data cube
- optimization methods
- r tree
- particle swarm optimization
- pso algorithm
- global search
- fan beam
- constrained optimization
- nonlinear optimization
- trust region
- penalty function
- search methods
- multi layered
- minimum spanning tree
- particle swarm optimization algorithm
- face recognition
- em algorithm
- evolutionary algorithm
- high dimensional
- search algorithm