Into the Storm: Descrying Optimal Configurations Using Genetic Algorithms and Bayesian Optimization.
Michael TrotterGuyue LiuTimothy WoodPublished in: FAS*W@SASO/ICCAC (2017)
Keyphrases
- optimal design
- optimal selection
- joint optimization
- optimal configuration
- global optimization
- approximately optimal
- genetic algorithm
- finding optimal
- closed form
- optimization algorithm
- maximum likelihood
- machine learning
- max min
- constrained optimization
- dynamic programming
- decision trees
- image segmentation
- data driven
- bayesian networks
- evolutionary algorithm
- bayesian decision
- data sets
- simultaneous optimization
- monte carlo sampling
- learning algorithm
- efficient optimization
- optimal solution
- optimization model
- long term
- bayesian inference
- big data
- optimization method
- worst case
- short term
- optimization problems