Monte Carlo simulation methods in moment-based scale-bridging algorithms for thermal radiative-transfer problems.
J. D. DensmoreHyeongKae ParkAllan B. WollaberRick M. RauenzahnDana A. KnollPublished in: J. Comput. Phys. (2015)
Keyphrases
- monte carlo simulation
- optimization problems
- benchmark datasets
- methods can be applied
- search methods
- practical problems
- significant improvement
- computational cost
- heuristic methods
- problems in computer vision
- computationally expensive
- synthetic and real datasets
- difficult problems
- alternative methods
- methods outperform
- monte carlo
- computational challenges
- methods require
- optimization methods
- convex optimization problems
- huge data sets
- small data sets
- learning algorithm
- statistical methods
- benchmark problems
- theoretical guarantees
- specific problems
- machine learning methods
- exact and approximate
- np complete
- markov chain
- constrained problems
- semi supervised
- evolutionary algorithm
- computational complexity
- additive model
- data structure