This book provides an in-depth, comprehensive, and comprehensible description of the theoretical background and numerical methodologies corresponding to advanced particle methods formulated in classical Newtonian mechanics for simulation of fluids...Loe edasi...
This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the...Loe edasi...
Lawrence D. Stone, Roy L. Streit, Stephen L. Anderson
Sari: Studies in Big Data
(Ilmumisaeg: 01-Jun-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031322419)
This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the...Loe edasi...
(Ilmumisaeg: 30-Oct-2017, Hardback, Kirjastus: American Mathematical Society, ISBN-13: 9781470429621)
Offers an introduction to the modern theory of Markov chains, whose goal is to determine the rate of convergence to the stationary distribution, as a function of state space size and geometry. This topic has important connections to combinatorics, s...Loe edasi...
(Ilmumisaeg: 30-Jan-2014, Hardback, Kirjastus: American Mathematical Society, ISBN-13: 9781470410544)
Provides a quick, but very readable introduction to stochastic differential equationsthat is, to differential equations subject to additive white noise and related random disturbances. The exposition is strongly focused upon the interplay between p...Loe edasi...
Rick Durrett, Thomas M. Liggett, Frank Spitzer, Alain-Sol Sznitman
Sari: Probability at Saint-Flour
(Ilmumisaeg: 18-Jan-2012, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642252976)
Contents: Durrett, Rick: Ten lectures on particle systems.- Liggett, T.M.: The stochastic evolution of infinite systems of interacting particles.- Spitzer, Frank L.:Introduction aux processus de Markov à paramètre dans Z...Loe edasi...
This volume covers particle-based techniques, including the discrete element method, the smooth particle hydrodynamic method, and the particle element method. Its target audience is researchers and engineers interested in the fundamentals of particle...Loe edasi...
