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Fundamentals of Matrix Computations (Pure and Applied Mathematics: A Wiley Series of Texts, Monographs and Tracts) 3rd Edition
€ 131
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Fundamentals of Matrix Computations, Third Edition thoroughly details matrix computations and the accompanying theory alongside the author's useful insights.
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What Stands Out
Produkto Aprašymas
- Clear and thorough introduction to matrix computations
- Covers important algorithms of numerical linear algebra
- Includes new and updated examples and exercises
- Incorporates MATLAB to solve real-world problems
- Suitable for upper-undergraduate and graduate level courses
- Valuable resource for researchers and practitioners in engineering and computer science
| Item Weight | 2 lbs (910 grams) |
Who Should Buy?
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Students
Ideal for advanced undergraduate and graduate students studying linear algebra and numerical methods in mathematics or engineering.
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Researchers
Helpful for researchers requiring theoretical foundations and practical applications of matrix computations in their work.
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Professionals
Beneficial for professionals in data science and engineering who need to apply matrix techniques in real-world scenarios.
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Beginner Learners
Not suited for those new to linear algebra; prior knowledge is necessary for understanding complex matrix concepts.
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Casual Readers
Not appropriate for casual readers seeking light or general information on matrices; it’s a detailed academic text.
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Non-Technical Users
Individuals without a technical background will struggle with the advanced concepts presented in this comprehensive textbook.
PRODUKTO APRAŠYMAS
Fundamentals of Matrix Computations (Pure and Applied Mathematics: A Wiley Series of Texts, Monographs and Tracts) 3rd Edition
Klientų klausimai ir atsakymai
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klausimas:
What topics are covered in 'Fundamentals of Matrix Computations'?
Answer: The book delves into essential topics of matrix computations, including matrix algebra, numerical methods for matrix factorizations, and eigenvalue problems. It addresses both theoretical foundations and practical applications, making it suitable for students and professionals in fields such as engineering, physics, and data science. Advanced methods for handling large datasets and algorithmic strategies are also highlighted, providing a comprehensive understanding of how matrix computations play a crucial role in various scientific and engineering applications. -
klausimas:
Who is the target audience for this book?
Answer: 'Fundamentals of Matrix Computations' primarily targets students pursuing degrees in mathematics, engineering, computer science, and related fields. It is also a valuable resource for researchers and practitioners who need a solid grasp of matrix computations for their work. The content is structured to cater to beginners while offering insights useful for those with more advanced knowledge, making it an essential text for both academic and practical applications. -
klausimas:
What makes the 3rd edition different from previous editions?
Answer: The 3rd edition of 'Fundamentals of Matrix Computations' features updated content that incorporates the latest advancements in matrix computation techniques, alongside enhanced problem sets that reflect contemporary applications. The authors have also refined explanations and examples for better clarity and engagement. This edition focuses more extensively on computational methods, ensuring relevance to current technological demands and offering readers a more robust understanding of the discipline. -
klausimas:
Is this book suitable for self-study?
Answer: Yes, 'Fundamentals of Matrix Computations' is suitable for self-study. The book is designed with clear explanations, practical examples, and exercises that help reinforce the material. Readers can progress through the chapters at their own pace, making it an excellent resource for learners who seek to deepen their knowledge of matrix computations independently. It serves as both a comprehensive introduction and a reference guide for ongoing study. -
klausimas:
Are there any supplemental materials available for this book?
Answer: Yes, accompanying supplemental materials such as solution manuals, exercise sets, and online resources may be available to enhance your learning experience. These materials provide additional practice and exposure to both theoretical concepts and application scenarios, helping students solidify their understanding of matrix computations. Authors often collaborate with educational institutions to ensure that such resources are accessible to students and instructors alike. -
klausimas:
Can this book be used in academic courses?
Answer: Absolutely, 'Fundamentals of Matrix Computations' is widely utilized in academic courses focusing on numerical analysis, linear algebra, and applied mathematics. Its structured layout and comprehensive approach make it a suitable textbook for undergraduate and graduate courses alike. Professors appreciate its balance of theory and practical problem-solving techniques, ensuring that students are well-prepared for both examinations and real-world applications. -
klausimas:
What is the author's background and expertise?
Answer: The authors of 'Fundamentals of Matrix Computations' are established experts in the fields of mathematics and engineering, with extensive experience in both academia and industry. Their combined knowledge contributes to a thorough presentation of matrix computation concepts that are both rigorous and accessible. This expertise ensures that the book not only covers theoretical aspects but also emphasizes practical applications, bridging the gap between academic knowledge and real-world use. -
klausimas:
How can matrix computations be applied in real-world scenarios?
Answer: Matrix computations are foundational in various real-world scenarios, including data analysis, computer graphics, machine learning, and optimization problems. They enable efficient computations and data transformations, which are essential for tasks such as image processing, predictive modeling, and numerical simulations in engineering. Understanding these applications empowers professionals to leverage matrix computations effectively in their specific fields, enhancing their problem-solving capabilities. -
klausimas:
What prerequisites do I need to understand this book?
Answer: To understand 'Fundamentals of Matrix Computations,' a basic knowledge of linear algebra and calculus is beneficial. Familiarity with numerical methods and programming may further enhance comprehension, especially for practical applications. However, the book is structured to accommodate readers with varying levels of understanding, providing foundational material that allows newcomers to grasp complex concepts gradually while challenging more advanced readers. -
klausimas:
Where can I buy 'Fundamentals of Matrix Computations Pure and Applied Mathematics: A Wiley Series of Texts, Monographs and Tracts 3rd Edition' in Lithuania?
Answer: You can buy 'Fundamentals of Matrix Computations Pure and Applied Mathematics: A Wiley Series of Texts, Monographs and Tracts 3rd Edition' from Ubuy in Lithuania. Ubuy offers a wide selection of academic books along with Lithuania shipping options, making it a convenient choice for acquiring this essential text directly from their online platform.
Linear Editorial Review
Fundamentals of Matrix Computations by David S. Watkins is highly recommended for those studying numerical linear algebra. The book is well-written, practical, and provides a good balance between theory and practice. It focuses on actually doing the math and provides enough practical advice to write high-quality algorithms. The exercises in the book are valuable for further understanding and validation of solutions. While other books like Golub and Van Loan's cover more material, Watkins' book offers a more detailed and comprehensive approach. Overall, this book is a valuable resource for self-learners and students alike.
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Argumentai "už"
- Well-written and practical
- Balanced approach between theory and practice
- Focuses on actually doing the math
- Provides enough practical advice
- Exercises for further understanding
- Validation of solutions
Minusai
- Could benefit from more examples
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Savybės ir privalumai
- Modernized edition with clear and thorough introduction to matrix computations.
- Accessible style retains hands-on learning approach from previous edition.
- Covers important numerical linear algebra algorithms and their development.
- Includes new examples, exercises, and discussions on advanced algorithms.
- Incorporates MATLAB applications for solving real-world problems.
- Ideal for upper-undergraduate/graduate courses and professionals in engineering and computer science.