
Sách keo gáy, bìa mềm
This text presents a collection of mathematical
exercises with the aim of guiding readers to study topics in statistical
physics, equilibrium thermodynamics, information theory, and their
various connections. It explores essential tools from linear algebra,
elementary functional analysis, and probability theory in detail and
demonstrates their applications in topics such as entropy, machine
learning, error-correcting codes, and quantum channels. The theory of
communication and signal theory are also in the background, and many
exercises have been chosen from the theory of wavelets and machine
learning. Exercises are selected from a number of different domains,
both theoretical and more applied. Notes and other remarks provide
motivation for the exercises, and hints and full solutions are given for
many. For senior undergraduate and beginning graduate students majoring
in mathematics, physics, or engineering, this text will serve as a
valuable guide as theymove on to more advanced work.
Thể loại:Mathematics - Applied Mathematics
Năm:2024
Ngôn ngữ:english
Trang:694