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{ "item_title" : "Markov Processes, Semigroups and Generators", "item_author" : [" Vassili N. Kolokoltsov "], "item_description" : "Markov processes represent a universal model for a large variety of real life random evolutions. The wide flow of new ideas, tools, methods and applications constantly pours into the ever-growing stream of research on Markov processes that rapidly spreads over new fields of natural and social sciences, creating new streamlined logical paths to its turbulent boundary. Even if a given process is not Markov, it can be often inserted into a larger Markov one (Markovianization procedure) by including the key historic parameters into the state space. This monograph gives a concise, but systematic and self-contained, exposition of the essentials of Markov processes, together with recent achievements, working from the physical picture - a formal pre-generator, and stressing the interplay between probabilistic (stochastic differential equations) and analytic (semigroups) tools. The book will be useful to students and researchers. Part I can be used for a one-semester course on Brownian motion, Lévy and Markov processes, or on probabilistic methods for PDE. Part II mainly contains the author's research on Markov processes. From the contents: Tools from Probability and Analysis Brownian motion Markov processes and martingales SDE, ψDE and martingale problems Processes in Euclidean spaces Processes in domains with a boundary Heat kernels for stable-like processes Continuous-time random walks and fractional dynamics Complex chains and Feynman integral", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/3/11/025/010/3110250101_b.jpg", "price_data" : { "retail_price" : "300.00", "online_price" : "300.00", "our_price" : "300.00", "club_price" : "300.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Markov Processes, Semigroups and Generators|Vassili N. Kolokoltsov

Markov Processes, Semigroups and Generators

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Overview

Markov processes represent a universal model for a large variety of real life random evolutions. The wide flow of new ideas, tools, methods and applications constantly pours into the ever-growing stream of research on Markov processes that rapidly spreads over new fields of natural and social sciences, creating new streamlined logical paths to its turbulent boundary. Even if a given process is not Markov, it can be often inserted into a larger Markov one (Markovianization procedure) by including the key historic parameters into the state space.

This monograph gives a concise, but systematic and self-contained, exposition of the essentials of Markov processes, together with recent achievements, working from the "physical picture" - a formal pre-generator, and stressing the interplay between probabilistic (stochastic differential equations) and analytic (semigroups) tools.

The book will be useful to students and researchers. Part I can be used for a one-semester course on Brownian motion, Lévy and Markov processes, or on probabilistic methods for PDE. Part II mainly contains the author's research on Markov processes.

From the contents:

  • Tools from Probability and Analysis
  • Brownian motion
  • Markov processes and martingales
  • SDE, ψDE and martingale problems
  • Processes in Euclidean spaces
  • Processes in domains with a boundary
  • Heat kernels for stable-like processes
  • Continuous-time random walks and fractional dynamics
  • Complex chains and Feynman integral

This item is Non-Returnable

Details

  • ISBN-13: 9783110250107
  • ISBN-10: 3110250101
  • Publisher: de Gruyter
  • Publish Date: March 2011
  • Dimensions: 9.62 x 6.89 x 1.12 inches
  • Shipping Weight: 1.95 pounds
  • Page Count: 448

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