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دانلود کتاب A First Course in Linear Algebra

دانلود کتاب اولین دوره در جبر خطی

A First Course in Linear Algebra

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A First Course in Linear Algebra

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تعداد صفحات: 848 
زبان: English 
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) 
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توضیحاتی در مورد کتاب اولین دوره در جبر خطی

اولین دوره در جبر خطی، مقدمه ای بر مفاهیم اساسی جبر خطی، همراه با مقدمه ای بر تکنیک های ریاضیات رسمی است. قبل از حرکت به نظریه فضاهای برداری انتزاعی، مقادیر ویژه، تبدیل های خطی و نمایش های ماتریسی، با سیستم های معادلات و جبر ماتریسی شروع می شود. دارای مثال‌ها و تمرین‌های متعدد، همراه با بیان دقیق تعاریف و اثبات کامل هر قضیه است که آن را برای مطالعه مستقل ایده‌آل می‌کند.


توضیحاتی درمورد کتاب به خارجی

A First Course in Linear Algebra is an introduction to the basic concepts of linear algebra, along with an introduction to the techniques of formal mathematics. It begins with systems of equations and matrix algebra before moving into the theory of abstract vector spaces, eigenvalues, linear transformations and matrix representations. It has numerous worked examples and exercises, along with precise statements of definitions and complete proofs of every theorem, making it ideal for independent study.



فهرست مطالب

Preface
Contents
	Definitions
	Theorems
	Notation
	Examples
	Proof Techniques
	Computation Notes
	Contributors
	GNU Free Documentation License
		1. APPLICABILITY AND DEFINITIONS
		2. VERBATIM COPYING
		3. COPYING IN QUANTITY
		4. MODIFICATIONS
		5. COMBINING DOCUMENTS
		6. COLLECTIONS OF DOCUMENTS
		7. AGGREGATION WITH INDEPENDENT WORKS
		8. TRANSLATION
		9. TERMINATION
		10. FUTURE REVISIONS OF THIS LICENSE
		ADDENDUM: How to use this License for your documents
Part C Core
	Chapter SLE Systems of Linear Equations
		WILA What is Linear Algebra?
			LA ``Linear'' + ``Algebra''
			A An application: packaging trail mix
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		SSLE Solving Systems of Linear Equations
			PSS Possibilities for solution sets
			ESEO Equivalent systems and equation operations
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		RREF Reduced Row-Echelon Form
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		TSS Types of Solution Sets
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		HSE Homogeneous Systems of Equations
			SHS Solutions of Homogeneous Systems
			MVNSE Matrix and Vector Notation for Systems of Equations
			NSM Null Space of a Matrix
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		NSM NonSingular Matrices
			NSM NonSingular Matrices
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter V Vectors
		VO Vector Operations
			VEASM Vector equality, addition, scalar multiplication
			VSP Vector Space Properties
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		LC Linear Combinations
			LC Linear Combinations
			VFSS Vector Form of Solution Sets
			PSHS Particular Solutions, Homogeneous Solutions
			URREF Uniqueness of Reduced Row-Echelon Form
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		SS Spanning Sets
			SSV Span of a Set of Vectors
			SSNS Spanning Sets of Null Spaces
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		LI Linear Independence
			LISV Linearly Independent Sets of Vectors
			LINSM Linear Independence and NonSingular Matrices
			NSSLI Null Spaces, Spans, Linear Independence
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		LDS Linear Dependence and Spans
			LDSS Linearly Dependent Sets and Spans
			COV Casting Out Vectors
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		O Orthogonality
			CAV Complex arithmetic and vectors
			IP Inner products
			N Norm
			OV Orthogonal Vectors
			GSP Gram-Schmidt Procedure
			READ Reading Questions
			EXC Exercises
	Chapter M Matrices
		MO Matrix Operations
			MEASM Matrix equality, addition, scalar multiplication
			VSP Vector Space Properties
			TSM Transposes and Symmetric Matrices
			MCC Matrices and Complex Conjugation
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		MM Matrix Multiplication
			MVP Matrix-Vector Product
			MM Matrix Multiplication
			MMEE Matrix Multiplication, Entry-by-Entry
			PMM Properties of Matrix Multiplication
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		MISLE Matrix Inverses and Systems of Linear Equations
			IM Inverse of a Matrix
			CIM Computing the Inverse of a Matrix
			PMI Properties of Matrix Inverses
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		MINSM Matrix Inverses and NonSingular Matrices
			NSMI NonSingular Matrices are Invertible
			OM Orthogonal Matrices
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		CRS Column and Row Spaces
			CSSE Column spaces and systems of equations
			CSSOC Column space spanned by original columns
			CSNSM Column Space of a Nonsingular Matrix
			RSM Row Space of a Matrix
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		FS Four Subsets
			LNS Left Null Space
			CRS Computing Column Spaces
			EEF Extended echelon form
			FS Four Subsets
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter VS Vector Spaces
		VS Vector Spaces
			VS Vector Spaces
			EVS Examples of Vector Spaces
			VSP Vector Space Properties
			RD Recycling Definitions
			READ Reading Questions
			EXC Exercises
		S Subspaces
			TS Testing Subspaces
			TSS The Span of a Set
			SC Subspace Constructions
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		LISS Linear Independence and Spanning Sets
			LI Linear independence
			SS Spanning Sets
			VR Vector Representation
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		B Bases
			B Bases
			BSCV Bases for Spans of Column Vectors
			BNSM Bases and NonSingular Matrices
			OBC Orthonormal Bases and Coordinates
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		D Dimension
			D Dimension
			DVS Dimension of Vector Spaces
			RNM Rank and Nullity of a Matrix
			RNNSM Rank and Nullity of a NonSingular Matrix
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		PD Properties of Dimension
			GT Goldilocks' Theorem
			RT Ranks and Transposes
			DFS Dimension of Four Subspaces
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter D Determinants
		DM Determinants of Matrices
			EM Elementary Matrices
			DD Definition of the Determinant
			CD Computing Determinants
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		PDM Properties of Determinants of Matrices
			DRO Determinants and Row Operations
			DROEM Determinants, Row Operations, Elementary Matrices
			DNMMM Determinants, Nonsingular Matrices, Matrix Multiplication
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter E Eigenvalues
		EE Eigenvalues and Eigenvectors
			EEM Eigenvalues and Eigenvectors of a Matrix
			PM Polynomials and Matrices
			EEE Existence of Eigenvalues and Eigenvectors
			CEE Computing Eigenvalues and Eigenvectors
			ECEE Examples of Computing Eigenvalues and Eigenvectors
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		PEE Properties of Eigenvalues and Eigenvectors
			ME Multiplicities of Eigenvalues
			EHM Eigenvalues of Hermitian Matrices
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		SD Similarity and Diagonalization
			SM Similar Matrices
			PSM Properties of Similar Matrices
			D Diagonalization
			OD Orthonormal Diagonalization
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter LT Linear Transformations
		LT Linear Transformations
			LT Linear Transformations
			MLT Matrices and Linear Transformations
			LTLC Linear Transformations and Linear Combinations
			PI Pre-Images
			NLTFO New Linear Transformations From Old
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		ILT Injective Linear Transformations
			EILT Examples of Injective Linear Transformations
			KLT Kernel of a Linear Transformation
			ILTLI Injective Linear Transformations and Linear Independence
			ILTD Injective Linear Transformations and Dimension
			CILT Composition of Injective Linear Transformations
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		SLT Surjective Linear Transformations
			ESLT Examples of Surjective Linear Transformations
			RLT Range of a Linear Transformation
			SSSLT Spanning Sets and Surjective Linear Transformations
			SLTD Surjective Linear Transformations and Dimension
			CSLT Composition of Surjective Linear Transformations
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		IVLT Invertible Linear Transformations
			IVLT Invertible Linear Transformations
			IV Invertibility
			SI Structure and Isomorphism
			RNLT Rank and Nullity of a Linear Transformation
			SLELT Systems of Linear Equations and Linear Transformations
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter R Representations
		VR Vector Representations
			CVS Characterization of Vector Spaces
			CP Coordinatization Principle
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		MR Matrix Representations
			NRFO New Representations from Old
			PMR Properties of Matrix Representations
			IVLT Invertible Linear Transformations
			READ Reading Questions
			EXC Exercises
			SOL Solutions
		CB Change of Basis
			EELT Eigenvalues and Eigenvectors of Linear Transformations
			CBM Change-of-Basis Matrix
			MRS Matrix Representations and Similarity
			CELT Computing Eigenvectors of Linear Transformations
			READ Reading Questions
			EXC Exercises
			SOL Solutions
	Chapter A Archetypes
		A
			B
			C
			D
			E
			F
			G
			H
			I
			J
			K
			L
			M
			N
			O
			P
			Q
			R
			S
			T
			U
			V
			W
Part T Topics
	Chapter P Preliminaries
		CNO Complex Number Operations
			CNA Arithmetic with complex numbers
			CCN Conjugates of Complex Numbers
			MCN Modulus of a Complex Number
Part A Applications




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