Sparse sum-of-squares (SOS) optimization: A bridge between DSOS/SDSOS and SOS optimization for sparse polynomials.
Yang ZhengGiovanni FantuzziAntonis PapachristodoulouPublished in: CoRR (2018)
Keyphrases
- optimization algorithm
- global optimization
- sparse pca
- optimization problems
- high dimensional
- constrained optimization
- artificial intelligence
- databases
- data sets
- optimization model
- data mining
- computer vision
- evolutionary algorithm
- sparse representation
- optimization process
- evolution strategy
- joint optimization
- discrete optimization
- real time