Introduction To Vectors Matrices And Tensors

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Introduction to Vectors, Matrices and Tensors

Author : Simone Malacrida
Publisher : BookRix
Page : 78 pages
File Size : 50,6 Mb
Release : 2023-04-18
Category : Mathematics
ISBN : 9783755439417

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Introduction to Vectors, Matrices and Tensors by Simone Malacrida Pdf

The theoretical assumptions of the following mathematical topics are presented in this book: vectors and vector calculus matrices and matrix calculus vector and matrix spaces mathematics and tensor calculus

Introduction to Vectors and Tensors

Author : Ray M. Bowen,Chao-cheng Wang
Publisher : Springer
Page : 224 pages
File Size : 55,6 Mb
Release : 1976-05-31
Category : Mathematics
ISBN : UOM:39015017127955

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Introduction to Vectors and Tensors by Ray M. Bowen,Chao-cheng Wang Pdf

To Volume 1 This work represents our effort to present the basic concepts of vector and tensor analysis. Volume 1 begins with a brief discussion of algebraic structures followed by a rather detailed discussion of the algebra of vectors and tensors. Volume 2 begins with a discussion of Euclidean manifolds, which leads to a development of the analytical and geometrical aspects of vector and tensor fields. We have not included a discussion of general differentiable manifolds. However, we have included a chapter on vector and tensor fields defined on hypersurfaces in a Euclidean manifold. In preparing this two-volume work, our intention was to present to engineering and science students a modern introduction to vectors and tensors. Traditional courses on applied mathematics have emphasized problem-solving techniques rather than the systematic development of concepts. As a result, it is possible for such courses to become terminal mathematics courses rather than courses which equip the student to develop his or her understanding further.

Introduction to Vector and Tensor Analysis

Author : Robert C. Wrede
Publisher : Courier Corporation
Page : 418 pages
File Size : 52,9 Mb
Release : 2013-01-30
Category : Mathematics
ISBN : 9780486137117

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Introduction to Vector and Tensor Analysis by Robert C. Wrede Pdf

Examines general Cartesian coordinates, the cross product, Einstein's special theory of relativity, bases in general coordinate systems, maxima and minima of functions of two variables, line integrals, integral theorems, and more. 1963 edition.

Tensor Calculus for Physics

Author : Dwight E. Neuenschwander
Publisher : JHU Press
Page : 244 pages
File Size : 54,5 Mb
Release : 2015
Category : Mathematics
ISBN : 9781421415642

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Tensor Calculus for Physics by Dwight E. Neuenschwander Pdf

It is an ideal companion for courses such as mathematical methods of physics, classical mechanics, electricity and magnetism, and relativity.--Gary White, editor of The Physics Teacher "American Journal of Physics"

Matrices and Tensors in Physics

Author : A. W. Joshi
Publisher : New Age International
Page : 364 pages
File Size : 50,6 Mb
Release : 1995
Category : Mathematics
ISBN : 8122405630

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Matrices and Tensors in Physics by A. W. Joshi Pdf

The First Part Of This Book Begins With An Introduction To Matrices Through Linear Transformations On Vector Spaces, Followed By A Discussion On The Algebra Of Matrices, Special Matrices, Linear Equations, The Eigenvalue Problem, Bilinear And Quadratic Forms, Kronecker Sum And Product Of Matrices. Other Matrices Which Occur In Physics, Such As The Rotation Matrix, Pauli Spin Matrices And Dirac Matrices, Are Then Presented. A Brief Account Of Infinite Matrices From The Point Of View Of Matrix Formulation Of Quantum Mechanics Is Also Included. The Emphasis In This Part Is On Linear Dependence And Independence Of Vectors And Matrices, Linear Combinations, Independent Parameters Of Various Special Matrices And Such Other Concepts As Help The Student In Obtaining A Clear Understanding Of The Subject. A Simplified Proof Of The Theorem That A Common Set Of Eigenvectors Can Be Found For Two Commuting Matrices Is Given. The Second Part Deals With Cartesian And General Tensors. Many Physical Situations Are Discussed Which Require The Use Of Second And Higher Rank Tensors, Such As Effective Mass Tensor, Moment Of Inertia Tensor, Stress, Strain And Elastic Constants, Piezoelectric Strain Coefficient Tensor, Etc. Einsteins Summation Convention Is Explained In Detail And Common Errors Arising In Its Use Are Pointed Out. Rules For Checking The Correctness Of Tensor Equations Are Given. This Is Followed By Four-Vectors In Special Relativity And Covarient Formulation Of Electrodynamics. This Part Comes To An End With The Concept Of Parallel Displacement Of Vectors In Riemannian Space And Covariant Derivative Of Tensors, Leading To The Curvature Tensors And Its Properties.Appendix I Has Expanded And Two New Appendices Have Been Added In This Edition.

An Introduction to Linear Algebra and Tensors

Author : M. A. Akivis,V. V. Goldberg
Publisher : Courier Corporation
Page : 192 pages
File Size : 45,9 Mb
Release : 2012-07-25
Category : Mathematics
ISBN : 9780486148786

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An Introduction to Linear Algebra and Tensors by M. A. Akivis,V. V. Goldberg Pdf

Eminently readable, completely elementary treatment begins with linear spaces and ends with analytic geometry, covering multilinear forms, tensors, linear transformation, and more. 250 problems, most with hints and answers. 1972 edition.

Introduction to Vectors and Tensors

Author : Ray M. Bowen,Chao-cheng Wang
Publisher : Courier Corporation
Page : 562 pages
File Size : 47,8 Mb
Release : 2008-01-01
Category : Mathematics
ISBN : 9780486469140

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Introduction to Vectors and Tensors by Ray M. Bowen,Chao-cheng Wang Pdf

This convenient single-volume compilation of two texts offers both an introduction and an in-depth survey. Geared toward engineering and science students rather than mathematicians, its less rigorous treatment focuses on physics and engineering applications. A practical reference for professionals, it is suitable for advanced undergraduate and graduate students. 1976 edition.

Machine Learning with Python Cookbook

Author : Chris Albon
Publisher : "O'Reilly Media, Inc."
Page : 305 pages
File Size : 48,7 Mb
Release : 2018-03-09
Category : Computers
ISBN : 9781491989333

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Machine Learning with Python Cookbook by Chris Albon Pdf

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics. Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications. You’ll find recipes for: Vectors, matrices, and arrays Handling numerical and categorical data, text, images, and dates and times Dimensionality reduction using feature extraction or feature selection Model evaluation and selection Linear and logical regression, trees and forests, and k-nearest neighbors Support vector machines (SVM), naïve Bayes, clustering, and neural networks Saving and loading trained models

An Introduction to Tensors and Group Theory for Physicists

Author : Nadir Jeevanjee
Publisher : Birkhäuser
Page : 305 pages
File Size : 50,7 Mb
Release : 2015-03-11
Category : Science
ISBN : 9783319147949

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An Introduction to Tensors and Group Theory for Physicists by Nadir Jeevanjee Pdf

The second edition of this highly praised textbook provides an introduction to tensors, group theory, and their applications in classical and quantum physics. Both intuitive and rigorous, it aims to demystify tensors by giving the slightly more abstract but conceptually much clearer definition found in the math literature, and then connects this formulation to the component formalism of physics calculations. New pedagogical features, such as new illustrations, tables, and boxed sections, as well as additional “invitation” sections that provide accessible introductions to new material, offer increased visual engagement, clarity, and motivation for students. Part I begins with linear algebraic foundations, follows with the modern component-free definition of tensors, and concludes with applications to physics through the use of tensor products. Part II introduces group theory, including abstract groups and Lie groups and their associated Lie algebras, then intertwines this material with that of Part I by introducing representation theory. Examples and exercises are provided in each chapter for good practice in applying the presented material and techniques. Prerequisites for this text include the standard lower-division mathematics and physics courses, though extensive references are provided for the motivated student who has not yet had these. Advanced undergraduate and beginning graduate students in physics and applied mathematics will find this textbook to be a clear, concise, and engaging introduction to tensors and groups. Reviews of the First Edition “[P]hysicist Nadir Jeevanjee has produced a masterly book that will help other physicists understand those subjects [tensors and groups] as mathematicians understand them... From the first pages, Jeevanjee shows amazing skill in finding fresh, compelling words to bring forward the insight that animates the modern mathematical view...[W]ith compelling force and clarity, he provides many carefully worked-out examples and well-chosen specific problems... Jeevanjee’s clear and forceful writing presents familiar cases with a freshness that will draw in and reassure even a fearful student. [This] is a masterpiece of exposition and explanation that would win credit for even a seasoned author.” —Physics Today "Jeevanjee’s [text] is a valuable piece of work on several counts, including its express pedagogical service rendered to fledgling physicists and the fact that it does indeed give pure mathematicians a way to come to terms with what physicists are saying with the same words we use, but with an ostensibly different meaning. The book is very easy to read, very user-friendly, full of examples...and exercises, and will do the job the author wants it to do with style.” —MAA Reviews

Introduction to Vectors and Tensors

Author : Ray M. Bowen,Chao-cheng Wang
Publisher : Springer
Page : 224 pages
File Size : 50,8 Mb
Release : 1976-05-31
Category : Mathematics
ISBN : UOM:39015017127955

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Introduction to Vectors and Tensors by Ray M. Bowen,Chao-cheng Wang Pdf

To Volume 1 This work represents our effort to present the basic concepts of vector and tensor analysis. Volume 1 begins with a brief discussion of algebraic structures followed by a rather detailed discussion of the algebra of vectors and tensors. Volume 2 begins with a discussion of Euclidean manifolds, which leads to a development of the analytical and geometrical aspects of vector and tensor fields. We have not included a discussion of general differentiable manifolds. However, we have included a chapter on vector and tensor fields defined on hypersurfaces in a Euclidean manifold. In preparing this two-volume work, our intention was to present to engineering and science students a modern introduction to vectors and tensors. Traditional courses on applied mathematics have emphasized problem-solving techniques rather than the systematic development of concepts. As a result, it is possible for such courses to become terminal mathematics courses rather than courses which equip the student to develop his or her understanding further.

Introduction to Vectors and Tensors

Author : Ray M. Bowen,Chao-Chen Wang
Publisher : Unknown
Page : 128 pages
File Size : 53,9 Mb
Release : 1980
Category : Electronic
ISBN : OCLC:632337470

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Introduction to Vectors and Tensors by Ray M. Bowen,Chao-Chen Wang Pdf

Vector and Tensor Analysis

Author : George E. Hay
Publisher : Courier Corporation
Page : 210 pages
File Size : 46,8 Mb
Release : 1953-01-01
Category : Mathematics
ISBN : 9780486601090

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Vector and Tensor Analysis by George E. Hay Pdf

"Remarkably comprehensive, concise and clear." — Industrial Laboratories "Considered as a condensed text in the classical manner, the book can well be recommended." — Nature Here is a clear introduction to classic vector and tensor analysis for students of engineering and mathematical physics. Chapters range from elementary operations and applications of geometry, to application of vectors to mechanics, partial differentiation, integration, and tensor analysis. More than 200 problems are included throughout the book.

Introduction to Vectors and Tensors

Author : Ray M. Bowen,Chao-cheng Wang
Publisher : Springer
Page : 242 pages
File Size : 51,5 Mb
Release : 2012-10-20
Category : Technology & Engineering
ISBN : 146842968X

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Introduction to Vectors and Tensors by Ray M. Bowen,Chao-cheng Wang Pdf

To Volume 1 This work represents our effort to present the basic concepts of vector and tensor analysis. Volume 1 begins with a brief discussion of algebraic structures followed by a rather detailed discussion of the algebra of vectors and tensors. Volume 2 begins with a discussion of Euclidean manifolds, which leads to a development of the analytical and geometrical aspects of vector and tensor fields. We have not included a discussion of general differentiable manifolds. However, we have included a chapter on vector and tensor fields defined on hypersurfaces in a Euclidean manifold. In preparing this two-volume work, our intention was to present to engineering and science students a modern introduction to vectors and tensors. Traditional courses on applied mathematics have emphasized problem-solving techniques rather than the systematic development of concepts. As a result, it is possible for such courses to become terminal mathematics courses rather than courses which equip the student to develop his or her understanding further.

A Student's Guide to Vectors and Tensors

Author : Daniel A. Fleisch
Publisher : Cambridge University Press
Page : 206 pages
File Size : 54,6 Mb
Release : 2011-09-22
Category : Science
ISBN : 0521171903

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A Student's Guide to Vectors and Tensors by Daniel A. Fleisch Pdf

Vectors and tensors are among the most powerful problem-solving tools available, with applications ranging from mechanics and electromagnetics to general relativity. Understanding the nature and application of vectors and tensors is critically important to students of physics and engineering. Adopting the same approach used in his highly popular A Student's Guide to Maxwell's Equations, Fleisch explains vectors and tensors in plain language. Written for undergraduate and beginning graduate students, the book provides a thorough grounding in vectors and vector calculus before transitioning through contra and covariant components to tensors and their applications. Matrices and their algebra are reviewed on the book's supporting website, which also features interactive solutions to every problem in the text where students can work through a series of hints or choose to see the entire solution at once. Audio podcasts give students the opportunity to hear important concepts in the book explained by the author.

Matrices and Tensors

Author : George Garfield Hall
Publisher : Unknown
Page : 128 pages
File Size : 52,8 Mb
Release : 1963
Category : Calculus of tensors
ISBN : UOM:39015003438473

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Matrices and Tensors by George Garfield Hall Pdf