User:Chi.decisions/Books/SystemsCourses

Network-based Methods

 * Bayesian Updating
 * Bayesian network
 * Conditional independence
 * Risk analysis
 * Expectation–maximization algorithm


 * Markov Chain Monte Carlo Modeling
 * Markov chain Monte Carlo
 * Hybrid Monte Carlo
 * Reversible-jump Markov chain Monte Carlo
 * Gibbs sampling
 * Metropolis–Hastings algorithm
 * Multiple-try Metropolis
 * Slice sampling
 * Autocorrelation
 * Autocorrelation matrix
 * Correlation function
 * Correlogram
 * Markov chain mixing time
 * Conductance (graph)
 * Mixing (mathematics)
 * Cheeger constant (graph theory)
 * Spectral clustering


 * Adjacency and DSM
 * Design structure matrix
 * Adjacency matrix
 * Similarity measure
 * Laplacian matrix
 * Singular value decomposition
 * Modularity (networks)


 * Optimization on Networks
 * Linear programming
 * Simplex algorithm
 * Dijkstra's algorithm
 * Minimum spanning tree
 * Prim's algorithm
 * Kruskal's algorithm