00000nam a22000008i 4500 UP-1685675941131464528 Buklod 20231016150848.0 m |o d | ta 231016s2022 flu a r b|001 0|eng 9780815361466 (hardback) 22070154 BC-73917 Php 5,845.50 Department of Mathematics and Computer Science New Century Books DLC BAG rda eng QA 184.2 V37 2022 Vasundhara Devi, J. author. Linear algebra to differential equations J. Vasundhara Devi, Sadashiv G. Deo, Ramakrishna Khandeparkar. Boca Raton, FL CRC Press, an imprint of the Taylor & Francis Group 2022. xiv, 397 pages illustrations 24 cm text rdacontent unmediated rdamedia volume rdacarrier "A Chapman & Hall book" Includes bibliographical references and index. "Linear Algebra to Differential Equations concentrates on the essential topics necessary for all engineering students in general and computer science branch students, in particular. Specifically, the topics dealt will help the reader in applying linear algebra as a tool. The advent of high-speed computers has paved the way for studying large systems of linear equations as well as large systems of linear differential equations. Along with the standard numerical methods, methods that curb the progress of error are given for solving linear systems of equations. The topics of linear algebra and differential equations are linked by Kronecker products and calculus of matrices. These topics are useful in dealing with linear systems of differential equations and matrix differential equations. Differential equations are treated in terms of vector and matrix differential systems, as they naturally arise while formulating practical problems. The essential concepts dealing with the solutions and their stability are briefly presented to motivate the reader towards further investigation. This book caters to the needs of Engineering students in general and in particular, to students of Computer Science & Engineering, Artificial Intelligence, Machine Learning and Robotics. Further, the book provides a quick and complete overview of linear algebra and introduces linear differential systems, serving the basic requirements of scientists and researchers in applied fields. Features Provides complete basic knowledge of the subject Exposes the necessary topics lucidly Introduces the abstraction and at the same time is down to earth Highlights numerical methods and approaches that are more useful Essential techniques like SVD and PCA are given Applications (both classical and novel) bring out similarities in various disciplines: Illustrative examples for every concept: A brief overview of techniques that hopefully serves the present and future needs of students and scientists"--Provided by publisher. Algebras, Linear. Differential equations. Deo, Sadashiv G. 1933- author. Khandeparkar, Ramakrishna author. FO UPBAG UPBAG-MAIN QA 184.2 V37 2022 Book