Linear Algebra and Linear Operators in Engineering, Volume 3

1st Edition

With Applications in Mathematica®

Authors: H. Davis Kendall Thomson
Hardcover ISBN: 9780122063497
eBook ISBN: 9780080510248
Imprint: Academic Press
Published Date: 9th June 2000
Page Count: 547
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Table of Contents

Preface. Determinants. Vectors and Matrices. Solution of Linear and Nonlinear Systems. General Theory of Solvability of Linear. The Eigenproblem. Perfect Matrices. Imperfect or Defective Matrices. Infinite-Dimensional Linear Vector Spaces. Linear Integral Operators in a Hilbert Space. Linear Differential Operators in a Hilbert Space. Appendix. Index

Description

Designed for advanced engineering, physical science, and applied mathematics students, this innovative textbook is an introduction to both the theory and practical application of linear algebra and functional analysis. The book is self-contained, beginning with elementary principles, basic concepts, and definitions. The important theorems of the subject are covered and effective application tools are developed, working up to a thorough treatment of eigenanalysis and the spectral resolution theorem. Building on a fundamental understanding of finite vector spaces, infinite dimensional Hilbert spaces are introduced from analogy. Wherever possible, theorems and definitions from matrix theory are called upon to drive the analogy home. The result is a clear and intuitive segue to functional analysis, culminating in a practical introduction to the functional theory of integral and differential operators. Numerous examples, problems, and illustrations highlight applications from all over engineering and the physical sciences. Also included are several numerical applications, complete with Mathematica solutions and code, giving the student a "hands-on" introduction to numerical analysis. Linear Algebra and Linear Operators in Engineering is ideally suited as the main text of an introductory graduate course, and is a fine instrument for self-study or as a general reference for those applying mathematics.

Key Features

· Contains numerous Mathematica examples complete with full code and solutions · Provides complete numerical algorithms for solving linear and nonlinear problems · Spans elementary notions to the functional theory of linear integral and differential equations · Includes over 130 examples, illustrations, and exercises and over 220 problems ranging from basic concepts to challenging applications · Presents real-life applications from chemical, mechanical, and electrical engineering and the physical sciences

Readership

Students in graduate level applied mathematics courses in engineering departments (particularly chemical engineering), and practicing engineers.


Details

No. of pages:
547
Language:
English
Copyright:
© Academic Press 2000
Published:
Imprint:
Academic Press
eBook ISBN:
9780080510248
Hardcover ISBN:
9780122063497

Reviews

Designed for advanced engineering, physical science, and applied mathematics students, this innovative textbook is an introduction to both the theory and practical application of linear algebra and functional analysis. The book is self-contained, beginning with elementary principles, basic concepts, and definitions. The important theorems of the subject are covered and effective application tools are developed, working up to a thorough treatment of eigenanalysis and the spectral resolution theorem. Building on a fundamental understanding of finite vector spaces, infinite dimensional Hilbert spaces are introduced from analogy. Wherever possible, theorems and definitions from matrix theory are called upon to drive the analogy home. The result is a clear and intuitive segue to functional analysis, culminating in a practical introduction to the functional theory of integral and differential operators. Numerous examples, problems, and illustrations highlight applications from all over engineering and the physical sciences. Also included are several numerical applications, complete with Mathematica solutions and code, giving the student a "hands-on" introduction to numerical analysis. Linear Algebra and Linear Operators in Engineering is ideally suited as the main text of an introductory graduate course, and is a fine instrument for self-study or as a general reference for those applying mathematics.


About the Authors

H. Davis Author

Affiliations and Expertise

University of Minnesota, Minneapolis, U.S.A.

Kendall Thomson Author

Affiliations and Expertise

Purdue University, West Lafayette, Indiana, U.S.A.