Efficient parallel LAN/WAN algorithms for optimization. The mallba project.
Enrique AlbaFrancisco AlmeidaMaria J. BlesaCarlos CottaManuel DíazIsabel DortaJoaquim GabarróCoromoto LeónGabriel LuqueJordi PetitPublished in: Parallel Comput. (2006)
Keyphrases
- computationally efficient
- parallel architectures
- computationally expensive
- efficient optimization
- computational cost
- combinatorial optimization
- learning algorithm
- computationally demanding
- highly scalable
- efficient implementation
- parallel processing
- orders of magnitude
- parallel hardware
- computationally complex
- algorithmic solutions
- case study
- significant improvement
- optimization problems
- evolution strategy
- optimization methods
- theoretical analysis
- highly efficient
- efficient solutions
- discrete optimization
- stochastic gradient
- neural network
- machine learning algorithms
- global optimization
- differential evolution