دانلود کتاب Stochastic Dynamics, Filtering and Optimization

Name: Stochastic Dynamics, Filtering and Optimization
Availability: InStock
Author: Debasish Roy
ISBN: 9781107182646

by Debasish Roy, G. Visweswara Rao

عنوان فارسی: Stochastic Dynamics فیلتر کردن و بهینه سازی
ناشر: Cambridge University Press
سال: 2017
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 742-748
شابک: 9781107182646
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 9.89 مگابایت

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جزییات کتاب

Targeted at graduate students, researchers and practitioners in the field of science and engineering, this book gives a self-contained introduction to a measure-theoretic framework in laying out the definitions and basic concepts of random variables and stochastic diffusion processes. It then continues to weave into a framework of several practical tools and applications involving stochastic dynamical systems. These include tools for the numerical integration of such dynamical systems, nonlinear stochastic filtering and generalized Bayesian update theories for solving inverse problems and a new stochastic search technique for treating a broad class of non-convex optimization problems. MATLAB® codes for all the applications are uploaded on the companion website.