aphBO-2GP-3B: A budgeted asynchronously-parallel multi-acquisition for known/unknown constrained Bayesian optimization on high-performing computing architecture.
Anh TranScott McCannJohn M. FurlanKrishnan V. PagalthivarthiRobert J. VisintainerTim WildeyPublished in: CoRR (2020)
Keyphrases
- genetic programming
- distributed processing
- concave convex procedure
- optimization algorithm
- master slave
- management system
- parallel architecture
- wide range
- global optimization
- optimization method
- maximum likelihood
- parallel processing
- multi processor
- web services
- genetic algorithm
- efficient optimization
- multi core architecture
- processing units
- posterior probability
- online learning
- multi class
- constrained optimization
- distributed memory
- lagrange multipliers
- optimization process
- posterior distribution
- processing elements
- multi core processors
- saddle point
- highly non linear
- level parallelism
- processor array
- bayesian networks
- real time