We prove that multilinear (tensor) analogues of many efficiently computable problems in
numerical linear algebra are NP-hard. Our list includes: determining the feasibility of a …

This package includes the printed hardcover book and access to the Navigate 2 Companion
Website. The seventh edition of Advanced Engineering Mathematics provides learners with …

In the nearly seven years since I finished writing the first edition of this book research on the
accuracy and stability of numerical algorithms has continued to flourish and mature. Our …

In today's technological world, physical and artificial processes are mainly described by
mathematical models, which can be used for simulation or control. These processes are …

Science is a way of looking, reverencing. And the purpose of all science, like living, which
amounts to the same thing, is not the ac cumulation of gnostic power, the fixing of formulas …

We study how the topology of a data set M= Ma∪ Mb⊆ ℝ d, representing two classes a and
b in a binary classification problem, changes as it passes through the layers of a well-trained …

This small book on Newton's method is a user-oriented guide to algorithms and
implementation. Its purpose is to show, via algorithms in pseudocode, in MATLAB®, and …

Page 1 David A. Kopriva SCIENTIFIC COMPUTATION Implementing Spectral Methods for
Partial Differential Equations Algorithms for Scientists and Engineers 4il Springer Page 2 …

This book presents a broad overview of numerical methods for students and professionals in
computationally oriented disciplines who need to solve mathematical problems. It differs …

This is an introductory single-term numerical analysis text with a modern scientific computing
flavor. It offers an immediate immersion in numerical methods featuring an up-to-date …