Søkt på: Bøker av Vivek S. Borkar
totalt 16 treff
Probability Theory
This book presents a selection of topics from probability theory. Essentially, the topics chosen are those that are likely to be the most useful to someone planning to pursue …
Stochastic Approximation
Stochastic Approximation
This simple, compact toolkit for designing and analyzing stochastic approximation algorithms requires only basic literacy in probability and differential equations. Yet these …
Stochastic Approximation: A Dynamical Systems Viewpoint
This book serves as an advanced text for a graduate course on stochastic algorithms for the students of probability and statistics, engineering, economics and machine learning. …
Hamiltonian Cycle Problem and Markov Chains
This research monograph summarizes a line of research that maps certain classical problems of discrete mathematics and operations research - such as the Hamiltonian Cycle and the …
Stochastic Approximation: A Dynamical Systems Viewpoint
This book serves as an advanced text for a graduate course on stochastic algorithms for the students of probability and statistics, engineering, economics and machine learning. …
Ergodic Control of Diffusion Processes
This comprehensive volume on ergodic control for diffusions highlights intuition alongside technical arguments. A concise account of Markov process theory is followed by a complete …
Hamiltonian Cycle Problem and Markov Chains
This research monograph summarizes a line of research that maps certain classical problems of discrete mathematics and operations research - such as the Hamiltonian Cycle and the …
Stochastic Approximation: A Dynamical Systems Viewpoint
This book serves as an advanced text for a graduate course on stochastic algorithms for the students of probability and statistics, engineering, economics and machine learning. …
Stochastic Approximation
Probability Theory
This book presents a selection of topics from probability theory. Essentially, the topics chosen are those that are likely to be the most useful to someone planning to pursue …
Elementary Convexity with Optimization
This book develops the concepts of fundamental convex analysis and optimization by using advanced calculus and real analysis. Brief accounts of advanced calculus and real analysis …