The book is organized into four chapters. The first one introduces the subject and presents several classes of processes ...
اقرأ المزيدMarkov decision process (MDP) models are widely used for modeling sequential decision-making problems that arise in engineering, ...
اقرأ المزيدThe authors introduce, in this research monograph on stochastic differential equations, a class of points termed isolated ...
اقرأ المزيدSpecial Functions for Applied Scientists provides the required mathematical tools for researchers active in the physical ...
اقرأ المزيدSTATISTICAL MODELING AND ANALYSIS FOR COMPLEX DATA PROBLEMS treats some of today’s more complex problems and it reflects ...
اقرأ المزيدThe physics of scale-invariant and complex systems is a novel interdisciplinary field. Its ideas allow us to look at natural ...
اقرأ المزيدStatistics of Financial Markets offers a vivid yet concise introduction to the growing field of statistical applications ...
اقرأ المزيدThe Abel Symposium 2005 was organized as a tribute to the work of Kiyosi Ito on the occasion of his 90th birthday. Distinguished ...
اقرأ المزيدFractional Brownian motion (fBm) has been widely used to model a number of phenomena in diverse fields from biology to finance. ...
اقرأ المزيدThe theory of fractional Brownian motion and other long-memory processes are addressed in this volume. Interesting topics ...
اقرأ المزيدThis book starts with an exposition from scratch of this theory. Greeks (price sensitivities) are reinterpreted in terms ...
اقرأ المزيدStochastic control is one of the methods being used to find optimal decision-making strategies in fields such as operations ...
اقرأ المزيدThis research monograph develops the Hamilton-Jacobi-Bellman (HJB) theory through dynamic programming principle for a class ...
اقرأ المزيدThe behavior of many technical systems important in everyday life can be described using discrete states and state-changing ...
اقرأ المزيدMathematics, as the language of science, has always played a role in the development of knowledge and technology. Presently, ...
اقرأ المزيدThis book presents the main methodological and theoretical developments in stochastic global optimization. The extensive ...
اقرأ المزيدThis volume presents a number of fundamental theoretical advances in the area of stochastic hybrid systems, motivated primarily ...
اقرأ المزيد(Four areas in one book) This book covers various disciplines in learning and optimization, including perturbation analysis ...
اقرأ المزيدThis volume is devoted to the development of analytical methods aiming at responding to variability in a way that limits ...
اقرأ المزيدStochastic numerical methods play an important role in large scale computations in the applied sciences. The first goal of ...
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