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Linear Algebra Through Geometry (Undergraduate Texts in Mathematics)
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Linear Algebra Through Geometry introduces the concepts of linear algebra through the careful study of two and three-dimensional Euclidean geometry.
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- Linear Algebra Through Geometry introduces the concepts of linear algebra through the careful study of two and three-dimensional Euclidean geometry. This approach makes it possible to start with vectors, linear transformations, and matrices in the context of familiar plane geometry and to move directly to topics such as dot products, determinants, eigenvalues, and quadratic forms. The later chapters deal with n-dimensional Euclidean space and other finite-dimensional vector space. Topics include systems of linear equations in n variable, inner products, symmetric matrices, and quadratic forms. The final chapter treats application of linear algebra to differential systems, least square approximations and curvature of surfaces in three spaces. The only prerequisite for reading this book (with the exception of one section on systems of differential equations) are high school geometry, algebra, and introductory trigonometry.
| Publisher | Springer |
| Publication date | November 25, 1991 |
| Edition | 2nd |
| Language | English |
| Print length | 320 pages |
| ISBN-10 | 0387975861 |
| ISBN-13 | 978-0387975863 |
| Item Weight | 1.4 pounds (640 grams) |
| Dimensions | 6.4 x 1.1 x 9.4 inches (16.3 x 2.8 x 23.9 cm) |
| Part of series | Undergraduate Texts in Mathematics |
Who Should Buy?
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Undergraduate Students
Ideal for undergraduate students seeking to understand linear algebra through a geometric perspective and visual methods.
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Educators and Instructors
Useful for teachers who want to present linear algebra concepts in a more intuitive and visually engaging way.
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Mathematics Enthusiasts
Great for those with a passion for mathematics looking to explore linear algebra concepts through geometric interpretations.
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Advanced Researchers
Not suitable for experienced mathematicians or researchers seeking deep theoretical insights without a geometric approach.
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Preguntas y respuestas de los clientes
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Pregunta:
What is the main focus of the book 'Linear Algebra Through Geometry'?
Respuesta: The main focus of 'Linear Algebra Through Geometry' is to connect linear algebra concepts with geometric intuition. It emphasizes visual understanding through geometric interpretations of vector spaces, transformations, and other linear structures. This approach aids students in grasping complex abstract concepts by presenting them in a more tangible form. For instance, understanding eigenvectors can be made clearer by visualizing them as directions in which transformations stretch or compress space. -
Pregunta:
Who is the intended audience for 'Linear Algebra Through Geometry'?
Respuesta: 'Linear Algebra Through Geometry' is designed for undergraduate students, particularly those studying mathematics, engineering, or physics. It's ideal for those who seek to deepen their grasp of linear algebra concepts through a geometric lens. Instructors may also find this book beneficial for guiding their teaching process, offering clear diagrams and examples that promote better comprehension among students struggling with abstract mathematical ideas. -
Pregunta:
Does the book include exercises and solutions?
Respuesta: Yes, 'Linear Algebra Through Geometry' includes a variety of exercises and, in many editions, provides solutions or hints for selected problems. This feature is crucial for self-study, allowing students to apply concepts learned in each chapter. By working through these exercises, readers can solidify their understanding of key principles and develop problem-solving skills important in both academic and practical applications, such as data science and computer graphics. -
Pregunta:
Is prior knowledge of linear algebra required to understand this book?
Respuesta: No prior knowledge of linear algebra is strictly required, as 'Linear Algebra Through Geometry' begins with foundational concepts and builds up to more advanced topics. This incremental approach makes it accessible for beginners while still offering depth for more advanced readers. For example, individuals new to the subject can start with basic vector operations and gradually advance to complex topics like transformations while supported by geometric illustrations. -
Pregunta:
What are the unique features of 'Linear Algebra Through Geometry'?
Respuesta: Unique features of 'Linear Algebra Through Geometry' include its strong emphasis on geometric interpretations, rich illustrations, and a focus on applications that show how linear algebra is utilized in various fields. The visuals aid in contextualizing abstract ideas, like span and linear independence, making them easier to grasp. Such features make the book particularly effective for visual learners and those interested in the real-world applications of mathematics. -
Pregunta:
How does this book differ from traditional linear algebra texts?
Respuesta: 'Linear Algebra Through Geometry' differentiates itself from traditional texts by prioritizing geometric reasoning over purely algebraic manipulations. While conventional texts may focus extensively on computations, this book integrates visual aspects to enhance understanding and insight into linear algebra concepts. For students, this approach can transform their learning experience, allowing them to see the 'big picture' in applications ranging from engineering to computer science. -
Pregunta:
Can 'Linear Algebra Through Geometry' be used for self-study?
Respuesta: Absolutely, 'Linear Algebra Through Geometry' is well-suited for self-study due to its clear explanations, structured progression of topics, and engaging exercises. Students studying independently can effectively learn at their own pace, utilizing the book's geometric perspectives for enhanced understanding. Additionally, the diverse problem sets allow learners to test comprehension and apply concepts, making it an excellent resource for those preparing for exams or seeking to strengthen their mathematical foundation. -
Pregunta:
What mathematical prerequisites are helpful for reading this book?
Respuesta: While a specific prerequisite knowledge is not mandatory, a basic understanding of high school algebra and geometry will support readers in grasping the concepts presented in 'Linear Algebra Through Geometry.' Familiarity with functions, graphs, and basic mathematical reasoning will enhance comprehension of the visual approaches used in the text. Students with a solid foundation in these areas are likely to find the transition into linear algebra concepts smoother and more intuitive. -
Pregunta:
Are there any accompanying online resources for this book?
Respuesta: Some editions of 'Linear Algebra Through Geometry' may come with accompanying online resources, such as supplementary materials, additional exercises, or solution manuals. These resources can provide invaluable support to both students and instructors, offering further practice and insights into methods discussed in the book. Users are encouraged to check the publisher's website or educational platforms for any relevant online content that can complement their learning experience. -
Pregunta:
Where can I buy 'Linear Algebra Through Geometry' in Panama?
Respuesta: You can buy 'Linear Algebra Through Geometry' in Panama on Ubuy. Ubuy provides a convenient online shopping experience, allowing you to browse various editions of the book, compare options, and select the one that best suits your needs. Their platform offers a user-friendly interface and reliable service to help you obtain this valuable resource for your studies.
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características y beneficios
- Learn linear algebra through the lens of Euclidean geometry.
- Understand vectors, linear transformations, and matrices in a familiar context.
- Explore advanced topics like dot products, determinants, and eigenvalues.
- Delve into n-dimensional Euclidean space and finite-dimensional vector spaces.
- Perfect for those with basic knowledge of high school geometry and algebra.
- Applications include differential systems and curvature of surfaces.
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