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A First Course in Optimization by Charles Byrne - PDF
This textbook is best for advanced undergraduate and beginning graduate students in the mathematical sciences and engineering. It teaches students the basics of continuous optimization and helps them better understand the mathematics from previous co . . . READ MORE
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Linear Algebra: Theorems and Applications by Yasser PDF
This book contains selected topics in linear algebra, which represent the recent contributions in the most famous and widely problems. It includes a wide range of theorems and applications in different branches of linear algebra, such as linear syste . . . READ MORE
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Numerical Methods for Large Eigenvalue Problems -Saad
This book discusses numerical methods for computing the eigenvalues and eigenvectors of large sparse matrices. It provides an in-depth view of the numerical methods that are applicable for solving matrix eigenvalue problems that arise in various engi . . . READ MORE
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Templates for the Solution of Linear Systems by Barrett
This book is a practical guide that shows how to solve linear equations. It focuses on the use of iterative methods for solving large sparse systems of linear equations, templates are introduced to meet the needs of both the traditional user and the . . . READ MORE
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Notes on Linear Algebra by Peter J. Cameron - PDF
This module is a mixture of abstract theory, with rigorous proofs, and concrete calculations with matrices. The abstract component builds on the notions of subspaces and linear maps to construct the theory of bilinear forms i.e. functions of two vari . . . READ MORE
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Super Linear Algebra by W. B. Vasantha Kandasamy PDF
This book explores advanced linear algebra concepts like super vector spaces and super matrices. It focuses on super algebra, which is used in areas like quantum mechanics. The book explains these ideas in simple terms, with examples and exercises to . . . READ MORE
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n-Linear Algebra of Type II by W. B. Vasantha Kandasamy
This book explains advanced math concepts called Type II n-linear transformations, which help solve complex problems with many variables. The book covers the theory behind these transformations and shows how they can be used in areas like physics, en . . . READ MORE
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n-Linear Algebra of Type I and Its Applications - PDF
This book explains advanced concepts in n-linear algebra, focusing on Type I transformations. The book shows how these ideas can be used to solve complex problems in fields like physics, engineering, and data analysis, where multiple variables or dim . . . READ MORE
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Special Set Linear Algebra and Special Set Fuzzy Linear
This book introduces the notion of special set linear algebra and special set fuzzy linear algebra. This is an extension of the book set linear algebra and set fuzzy linear algebra. These algebraic structures basically exploit only the set theoretic . . . READ MORE
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Set Linear Algebra and Set Fuzzy Linear Algebra - PDF
This book show how set theory and fuzzy logic can be used in linear algebra. The first book explains how set theory connects with things like matrices and vector spaces, while the second book looks at how fuzzy set theory helps solve problems with un . . . READ MORE
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Linear Algebra C-4: Quadratic Equations in Two or Three
The book is a collection of solved problems in linear algebra, this fourth volume covers quadratic equations in two or three variables. All examples are solved, and the solutions usually consist of step-by-step instructions, and are designed to assis . . . READ MORE
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Linear Algebra C-2: Geometrical Vectors, Vector Spaces
The book explains the basic ideas of linear algebra with a focus on their geometric meanings. It covers topics like geometrical vectors, vector spaces and linear maps, showing how they work in real-world situations. The book makes these ideas easier . . . READ MORE
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Grassmann Algebra by John Browne - Free PDF
This book introduces the basics of Grassmann algebra, which is used to study multi-dimensional spaces. The book explains important ideas like the wedge product and how they connect to vector spaces and geometry. It also shows how Grassmann algebra is . . . READ MORE
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Linear Algebra via Exterior Products by Sergei Winitzki
This text introduce the coordinate-free approach in basic finite-dimensional linear algebra. The reader should be already exposed to the elementary array-based formalism of vector and matrix calculations. It introduces a new way of looking at linear . . . READ MORE
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Linear Algebra Review and Reference by Zico Kolter -PDF
This text is a handy guide that offers a quick and clear review of key linear algebra concepts. It covers essential topics like vector spaces, matrices, and eigenvalues in a simple, straightforward way. This book is ideal for students who need a fast . . . READ MORE
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Introduction to Vectors and Tensors - Ray Bowen, C Wang
This is two-volume work on vectors and tensors. Volume 1 is concerned with the algebra of vectors and tensors, while this volume is concerned with the geometrical aspects of vectors and tensors. This volume begins with a discussion of Euclidean manif . . . READ MORE
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Linear Algebra by Jonathan Gleason - Free PDF
Linear Algebra by Jonathan Gleason is a clear and thorough introduction to the fundamental concepts of linear algebra. It explains topics like vector spaces, eigenvalues, and linear transformations, focusing on the theory behind them. The book also h . . . READ MORE
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The Theory of Determinants and Their Applications - PDF
This classic text is one of the most important works in the field of linear algebra. It explains the concept of determinants in a simple way. The book covers how to calculate determinants and their importance in solving problems in areas like physics . . . READ MORE
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The Hermitian Two Matrix Model with an Even Quartic
This book looks at a complex math model used in quantum physics and random matrix theory. It focuses on how two sets of variables interact in a system, using something called the even quartic potential. The book explains the math behind how the syste . . . READ MORE
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An Introduction to Determinants by William Thomson -PDF
The book is intended for use in schools and colleges as an introduction to the concept of determinants. It provides numerous examples and exercises to help students understand the topic.
The book begins with an explanation of what determinants are . . . READ MORE
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Differential Equations and Linear Algebra by Malham
This textbook shows how linear algebra and differential equations are connected. It covers topics like solving different types of equations and using matrices and eigenvalues to find solutions. The book contains sample material on first and second or . . . READ MORE
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Linear Algebra by Peter Petersen - Free PDF
This textbook on linear algebra includes the key topics of the subject that most advanced undergraduates need to learn before entering graduate school. All the usual topics, such as complex vector spaces, complex inner products, the Spectral theorem . . . READ MORE
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Introduction to Linear Bialgebra by W.B. Kandasamy
This book has for the first time, introduced a new algebraic concept, Linear Bialgebra, is one that will find applications to several fields like bigraphs, algebraic coding/communication theory (bicodes, best biapproximations), Markov bichains, Marko . . . READ MORE
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Applied and Computational Linear Algebra A First Course
This is a practical textbook designed for students new to linear algebra. This text is intended for a graduate course that focuses on applications of linear algebra and on the algorithms used to solve the problems that arise in those applications. It . . . READ MORE
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Linear Algebra: Foundations to Frontiers by Myers - PDF
This course combines theory and practical computing, helping students understand both the math behind linear algebra and how to apply it using computers. With many video lectures and exercises, it offers a hands-on way to learn important topics and r . . . READ MORE
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Immersive Linear Algebra by Akenine Moller, J. Astrom
This is a linear algebra book built around interactive illustrations. The idea is to start each chapter with an intuitive concrete example that practically shows how the math works using interactive illustrations. After that, the more formal math is . . . READ MORE
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Linear Algebra by David Cherney, Denton, Waldron - PDF
This textbook is designed both for engineering and science majors, but has enough abstraction to be useful for potential math majors. The book is best to help students understand both the theory and practical applications of linear algebra, with plen . . . READ MORE
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Computational and Algorithmic Linear Algebra
This undergraduate textbook on linear algebra and n-dimensional geometry with the aim of developing in college entering undergraduates skills in algorithms, computational methods, and mathematical modeling. It is a technical book that focuses on the . . . READ MORE
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Course of Linear Algebra and Multidimensional Geometry
This book is a detailed textbook for the course of multidimensional geometry and linear algebra for the first year students at Physical and Mathematical Departments. It is a part of the basic mathematical education. Therefore, this course is taught a . . . READ MORE
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Linear Algebra Done Wrong by Sergei Treil - PDF
This book appeared as lecture notes for the course "Honors Linear Algebra". It supposed to be a first linear algebra course for mathematically advanced students. It is intended for a student who, while not yet very familiar with abstract reasoning, . . . READ MORE
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Iterative Methods for Sparse Linear Systems Yousef Saad
This book can be used to teach graduate-level courses on iterative methods for linear systems. Engineers and mathematicians will find its contents easily accessible, and practitioners and educators will value it as a helpful resource. The preface inc . . . READ MORE
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Linear Algebra for Computer Vision, Robotics, Machine
This book provides the mathematical fundamentals of linear algebra to practicers in computer vision, machine learning, robotics, applied mathematics, and electrical engineering. By only assuming a knowledge of calculus, the authors develop, in a rigo . . . READ MORE
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Linear Algebra Done Right by Sheldon Axler - PDF
This text for a second course in linear algebra is aimed at math majors and graduate students. The novel approach taken here banishes determinants to the end of the book and focuses on understanding the structure of linear operators on vector spaces. . . . READ MORE
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Linear Algebra: Theory, Intuition, Code by Mike X Cohen
Are you ready to dive into the vibrant world of linear algebra and learn how it powers real-world applications? Welcome to this comprehensive textbook, where traditional theory meets modern computational practices. Linear algebra is perhaps the most . . . READ MORE
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Exercises and Problems in Linear Algebra by John Erdman
This book contains an extensive collection of exercises and problems that address relevant topics in linear algebra. The exercises will be both interesting and helpful to an average student. Topics that the author finds missing or inadequately covere . . . READ MORE
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Linear Algebra with Python by Sean Fitzpatrick - PDF
This textbook is best for beginners who want to learn linear algebra from the basics. Python is used throughout the book to explain linear algebra. Learning with Python interactively, readers will naturally become accustomed to Python coding. . . . READ MORE
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Advanced Linear Algebra BY David Surowski - PDF
This book covers theoretical aspects of the subject, along with examples, computations, and proofs. It explores a variety of advanced topics in linear algebra that highlight the rich interconnections of the subject to geometry, algebra, analysis, com . . . READ MORE
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Notes for Computational Linear Algebra by Jessy Grizzle
These notes are designed for students learning how linear algebra applies in real-world settings, especially robotics. It was made for a beginner course at the University of Michigan and uses coding (in a language called Julia) to help students under . . . READ MORE
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Linear Algebra, Theory And Applications Kenneth Kuttler
This is a book on linear algebra and matrix theory. It gives a self- contained treatment of linear algebra with many of its most important applications. It is very unusual if not unique in being an elementary book which does not neglect arbitrary fie . . . READ MORE
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Advanced Linear Algebra: Foundations to Frontiers Geijn
This is a modern graduate level resource that combines text, video lectures, hands-on exercises, and programming tasks to make learning numerical linear algebra engaging and practical. It focus on numerical linear algebra, the study of how theory, al . . . READ MORE
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Lectures on Linear Algebra and Matrices by Donald Allen
This is a clear and accessible introduction to linear algebra textbook, with a focus on matrices. The book cover key topics like vectors, matrix operations, and solving equations step by step. It also shows how these ideas are used in real-life areas . . . READ MORE
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Computational Methods of Linear Algebra- V. N. Faddeeva
This is a foundational textbook in numerical linear algebra. First published in Russian in 1950 and later translated into English in 1959, it offers practical methods for solving systems of linear equations, inverting matrices, and computing eigenval . . . READ MORE
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Linear Algebra: A Course for Physicists and Engineers
This textbook is designed to introduce linear algebra concepts to students in physics and engineering. The book emphasizes practical applications over abstract theory, making it accessible to those without a deep mathematical background. The book exp . . . READ MORE
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Linear Algebra an Introduction to Abstract Mathemation
This book is designed for undergraduate students who have completed basic calculus and are ready to explore more theoretical aspects of mathematics. The book introduces key concepts like vector spaces, linear maps, eigenvalues, and determinants, focu . . . READ MORE
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Algorithms for Sparse Linear Systems by Jennifer Scott
This book focuses on methods for solving large systems of linear equations where most elements are zero. These "sparse" systems are common in fields like engineering, physics, and computer science. The book introduces techniques for breaking down the . . . READ MORE
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Analysis and Linear Algebra for Finance - Patrick Roger
This is a comprehensive textbook designed for students beginning their study of linear algebra. This textbook presents the elements of analysis and linear algebra used in financial models and in microeconomics. It covers essential topics such as syst . . . READ MORE
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Applied and Computational Linear Algebra A First Course
This text is intended for a graduate course that focuses on applications of linear algebra and on the algorithms used to solve the problems that arise in those applications. Often the particular nature of the applications will prompt us to seek algor . . . READ MORE
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