Structural Reliability Assessment by Local Approximation of Limit State Functions Using Adaptive Markov Chain Simulation and Support Vector Regression.
Hongzhe DaiHao ZhangWei WangGuofeng XuePublished in: Comput. Aided Civ. Infrastructure Eng. (2012)
Keyphrases
- markov chain
- support vector regression
- reliability assessment
- transition probabilities
- state space
- steady state
- monte carlo simulation
- monte carlo method
- finite state
- state transition
- stationary distribution
- random walk
- regression model
- power system
- monte carlo
- markov model
- transition matrix
- support vector classification
- support vector
- queueing networks
- support vector machine svm
- hybrid model
- kernel function
- particle filter
- support vector machine
- artificial neural networks
- markov models
- dynamic programming
- hidden markov models
- image processing