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Applied Linear Algebra and Matrix Analysis

Autor Thomas S Shores
en Limba Engleză Hardback – 6 dec 2006

În ediția din 2007 a lucrării Applied Linear Algebra and Matrix Analysis, Thomas S Shores rafinează prezentarea algebrei matriceale prin integrarea modelării matematice direct în structura cursului introductiv. Remarcăm o schimbare de paradigmă față de manualele pur teoretice: autorul propune o „țesătură” narativă în care exemplele motivaționale nu sunt simple anexe, ci elemente centrale care justifică utilitatea rigurozității matematice. Ediția pune un accent sporit pe calculul numeric, reflectând necesitățile profesionale actuale ale studenților de la facultățile de profil tehnic sau științific. Structura volumului urmează o progresie logică în șase capitole esențiale. Primele secțiuni sunt dedicate sistemelor de ecuații liniare și algebrei matriceale, oferind fundamentul necesar pentru explorarea spațiilor vectoriale și a aspectelor geometrice ale spațiilor standard. Ultimele capitole aprofundează problema valorilor proprii și geometria spațiilor abstracte, asigurând o acoperire curriculară completă pentru nivelul de licență. Cititorii familiarizați cu Applied Linear Algebra de Peter J. Olver vor aprecia aici abordarea experimentală; în timp ce ambele lucrări pun accent pe context, volumul lui Shores transformă algebra liniară într-o știință de laborator, încurajând utilizarea software-ului matematic contemporan pentru experimentare, fără a deveni dependent de o anumită platformă. Această ediție publicată de Springer reușește să mențină un echilibru între mecanica matricelor și frumusețea conceptuală a subiectului. Apreciem în mod deosebit modul în care analiza matriceală este prezentată ca un instrument la fel de fundamental ca analiza matematică (calculus), pregătind viitorii specialiști pentru rezolvarea unor probleme concrete prin modelare.

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Specificații

ISBN-13: 9780387331942
ISBN-10: 0387331948
Pagini: 384
Ilustrații: XII, 384 p. 27 illus.
Dimensiuni: 185 x 245 x 27 mm
Greutate: 0.8 kg
Ediția:2007 edition
Editura: Springer
Locul publicării:New York, NY, United States

Public țintă

Lower undergraduate

De ce să citești această carte

Recomandăm această carte studenților de la facultățile de matematică, fizică sau inginerie care doresc să înțeleagă nu doar „cum” se fac calculele matriceale, ci și „de ce”. Prin echilibrul dintre teorie și aplicații numerice, volumul oferă instrumentele necesare pentru modelarea matematică modernă, transformând conceptele abstracte în soluții pentru probleme reale.


Descriere scurtă

This book is about matrix and linear algebra, and their applications. For many students the tools of matrix and linear algebra will be as fundamental in their professional work as the tools of calculus; thus it is important to ensure that students appreciate the utility and beauty of these subjects as well as the mechanics. To this end, applied mathematics and mathematical modeling ought to have an important role in an introductory treatment of linear algebra. In this way students see that concepts of matrix and linear algebra make concrete problems workable. In this book we weave signi?cant motivating examples into the fabric of the text. I hope that instructors will not omit this material; that would be a missed opportunity for linear algebra! The text has a strong orientation toward numerical computation and applied mathematics, which means that matrix analysis plays a central role. All three of the basic components of l- ear algebra — theory, computation, and applications — receive their due. The proper balance of these components gives students the tools they need as well as the motivation to acquire these tools. Another feature of this text is an emphasis on linear algebra as an experimental science; this emphasis is found in certain examples, computer exercises, and projects. Contemporary mathematical software make ideal “labs” for mathematical experimentation. Nonetheless, this text is independent of speci?c hardware and software pl- forms. Applications and ideas should take center stage, not software.

Cuprins

Linear Systems Of Equations.- Matrix Algebra.- Vector Spaces.- Geometrical Aspects Of Standard Spaces.- The Eigenvalue Problem.- Geometrical Aspects Of Abstract Spaces.

Recenzii

From the reviews:
"The book under review is a nice blend of three independent components of linear algebra: Theory, computation and applications. … The book is consisting of the author preface, six chapters, table of symbols, solutions to selected exercises, a bibliography containing 13 references and subject index. … The book is very useful for undergraduate students and nonspecialists." (Mohammad Sal Moslehian, Zentralblatt MATH, Vol. 1128 (6), 2008)
"This book is intended for a one or two semester course, with emphasis on linear algebra as an experimental science. … The text is written in a nice conversational style. Proofs are provided for most results … . The author also provides many computer exercises, projects, and report topics … . Instructors wanting to encourage precision in mathematical writing will find these assignments helpful. … This is a good text for those who want to introduce their students to applied discrete mathematics … ." (Henry Ricardo, The Mathematical Association of America, September, 2008)

Textul de pe ultima copertă

This new book offers a fresh approach to matrix and linear algebra by providing a balanced blend of applications, theory, and computation, while highlighting their interdependence. Intended for a one-semester course, Applied Linear Algebra and Matrix Analysis places special emphasis on linear algebra as an experimental science, with numerous examples, computer exercises, and projects. While the flavor is heavily computational and experimental, the text is independent of specific hardware or software platforms.
Throughout the book, significant motivating examples are woven into the text, and each section ends with a set of exercises. The student will develop a solid foundation in the following topics
*Gaussian elimination and other operations with matrices
*basic properties of matrix and determinant algebra
*standard Euclidean spaces, both real and complex
*geometrical aspects of vectors, such as norm, dot product, and angle
*eigenvalues, eigenvectors, and discrete dynamical systems
*general norm and inner-product concepts for abstract vector spaces
For many students, the tools of matrix and linear algebra will be as fundamental in their professional work as the tools of calculus; thus it is important to ensure that students appreciate the utility and beauty of these subjects as well as the mechanics. By including applied mathematics and mathematical modeling, this new textbook will teach students how concepts of matrix and linear algebra make concrete problems workable.
Thomas S. Shores is Professor of Mathematics at the University of Nebraska, Lincoln, where he has received awards for his teaching. His research touches on group theory, commutative algebra, mathematical modeling, numerical analysis, and inverse theory.

Caracteristici

Emphasizes linear algebra as an experimental science Examples are interwoven throughout the text Provides a blend of applications, theory and computation, to illustrate their interdependence Includes supplementary material: sn.pub/extras