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Monte Carlo Methods
Adrian Barbu
It provides an overview of Monte Carlo methods, including Sequential Monte Carlo, Markov Chain Monte Carlo, Metropolis-Hastings, Gibbs Sampler, Cluster Sampling, Data Driven MCMC, Stochastic Gradient descent, Langevin Monte Carlo, Hamiltonian Monte Carlo, and energy landscape mapping.
80 Illustrations, color; Approx. 350 p. 80 illus. in color.
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 25 de febrero de 2020 |
| ISBN13 | 9789811329708 |
| Editores | Springer Verlag, Singapore |
| Páginas | 422 |
| Dimensiones | 174 × 247 × 28 mm · 940 g |
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