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Presents an important and unique introduction to random walk theory
Random walk is a stochastic process that has proven to be a useful
model in understanding discrete-state discrete-time processes
across a wide spectrum of scientific disciplines. Elements of
Random Walk and Diffusion Processes provides an interdisciplinary
approach by including numerous practical examples and exercises
with real-world applications in operations research, economics,
engineering, and physics. Featuring an introduction to powerful and
general techniques that are used in the application of physical and
dynamic processes, the book presents the connections between
diffusion equations and random motion. Standard methods and
applications of Brownian motion are addressed in addition to Levy
motion, which has become popular in random searches in a variety of
fields. The book also covers fractional calculus and introduces
percolation theory and its relationship to diffusion processes.
With a strong emphasis on the relationship between random walk
theory and diffusion processes, Elements of Random Walk and
Diffusion Processes features: * Basic concepts in probability, an
overview of stochastic and fractional processes, and elements of
graph theory * Numerous practical applications of random walk
across various disciplines, including how to model stock prices and
gambling, describe the statistical properties of genetic drift, and
simplify the random movement of molecules in liquids and gases *
Examples of the real-world applicability of random walk such as
node movement and node failure in wireless networking, the size of
the Web in computer science, and polymers in physics * Plentiful
examples and exercises throughout that illustrate the solution of
many practical problems Elements of Random Walk and Diffusion
Processes is an ideal reference for researchers and professionals
involved in operations research, economics, engineering,
mathematics, and physics. The book is also an excellent textbook
for upper-undergraduate and graduate level courses in probability
and stochastic processes, stochastic models, random motion and
Brownian theory, random walk theory, and diffusion process
techniques.
What every electrical engineering student and technical
professional needs to know about data exchange across networks
While most electrical engineering students learn how the individual
components that make up data communication technologies work, they
rarely learn how the parts work together in complete data
communication networks. In part, this is due to the fact that until
now there have been no texts on data communication networking
written for undergraduate electrical engineering students. Based on
the author's years of classroom experience, Fundamentals of Data
Communication Networks fills that gap in the pedagogical
literature, providing readers with a much-needed overview of all
relevant aspects of data communication networking, addressed from
the perspective of the various technologies involved. The demand
for information exchange in networks continues to grow at a
staggering rate, and that demand will continue to mount
exponentially as the number of interconnected IoT-enabled devices
grows to an expected twenty-six billion by the year 2020. Never has
it been more urgent for engineering students to understand the
fundamental science and technology behind data communication, and
this book, the first of its kind, gives them that understanding. To
achieve this goal, the book: Combines signal theory, data
protocols, and wireless networking concepts into one text Explores
the full range of issues that affect common processes such as media
downloads and online games Addresses services for the network
layer, the transport layer, and the application layer Investigates
multiple access schemes and local area networks with coverage of
services for the physical layer and the data link layer Describes
mobile communication networks and critical issues in network
security Includes problem sets in each chapter to test and
fine-tune readers' understanding Fundamentals of Data Communication
Networks is a must-read for advanced undergraduates and graduate
students in electrical and computer engineering. It is also a
valuable working resource for researchers, electrical engineers,
and technical professionals.
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