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線性代數導引

  • 作者:金小慶//劉偉輝//劉璇//趙志|責編:Liping Wang//Xiangye Li
  • 出版社:科學
  • ISBN:9787030721631
  • 出版日期:2022/01/01
  • 裝幀:平裝
  • 頁數:221
人民幣:RMB 78 元      售價:
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內容大鋼
    近年來,隨著能源環境問題日益凸顯和輕量化設計製造的需求日益迫切,航空航天、軌道交通、節能汽車等高技術領域對原位鋁基複合材料的需求潛力巨大,且對其綜合性能的要求也越來越高。本書較系統、詳細地介紹了原位鋁基複合材料的體系設計、材料開發、製備技術、凝固組織、塑變加工及性能。全書共八章,主要內容包括:原位反應體系的設計與開發、電磁法合成原位鋁基複合材料、高能超聲法合成原位鋁基複合材料、聲磁耦合法合成原位鋁基複合材料、原位鋁基複合材料的凝固組織及界面結構、塑變加工對原位鋁基複合材料組織的影響、原位鋁基複合材料的力學性能、原位鋁基複合材料的磨損性能。內容豐富、新穎,具有系統性和前瞻性,反映了作者團隊二十余年來在原位鋁基複合材料領域的科研成果。

作者介紹
金小慶//劉偉輝//劉璇//趙志|責編:Liping Wang//Xiangye Li

目錄
Chapter 1  Linear Systems and Matrices
  1.1  Introduction to Linear Systems and Matrices
    1.1.1  Linear equations and linear systems
    1.1.2  Matrices
    1.1.3  Elementary row operations
  1.2  Gauss-Jordan Elimination
    1.2.1  Reduced row-echelon form
    1.2.2  Gauss-Jordan elimination
    1.2.3  Homogeneous linear systems
  1.3  Matrix Operations
    1.3.1  Operations on matrices
    1.3.2  Partition of matrices
    1.3.3  Matrix product by columns and by rows
    1.3.4  Matrix product of partitioned matrices
    1.3.5  Matrix form of a linear system
    1.3.6  Transpose and trace of a matrix
  1.4  Rules of Matrix Operations and Inverses
    1.4.1  Basic properties of matrix operations
    1.4.2  Identity matrix and zero matrix
    1.4.3  Inverse of a matrix
    1.4.4  Powers of a matrix
  1.5  Elementary Matrices and a Method for Finding A-1
    1.5.1  Elementary matrices and their properties
    1.5.2  Main theorem of invertibility
    1.5.3  A method for finding A-1
  1.6  Further Results on Systems and Invertibility
    1.6.1  A basic theorem
    1.6.2  Properties of invertible matrices
  1.7  Some Special Matrices
    1.7.1  Diagonal and triangular matrices
    1.7.2  Symmetric matrix
  Exercises
Chapter 2  Determinants
  2.1  Determinant Function
    2.1.1  Permutation, inversion, and elementary product
    2.1.2  Definition of determinant function
  2.2  Evaluation of Determinants
    2.2.1  Elementary theorems
    2.2.2  A method for evaluating determinants
  2.3  Properties of Determinants
    2.3.1  Basic properties
    2.3.2  Determinant of a matrix product
    2.3.3  Summary
  2.4  Cofactor Expansions and Cramer』s Rule
    2.4.1  Cofactors
    2.4.2  Cofactor expansions
    2.4.3  Adjoint of a matrix
    2.4.4  Cramer』s rule
  Exercises
Chapter 3  Euclidean Vector Spaces

  3.1  Euclidean n-Space
    3.1.1  n-vector space
    3.1.2  Euclidean n-space
    3.1.3  Norm, distance, angle, and orthogonality
    3.1.4  Some remarks
  3.2  Linear Transformations from Rn to Rm
    3.2.1  Linear transformations from Rn to Rm
    3.2.2  Some important linear transformations
    3.2.3  Compositions of linear transformations
  3.3  Properties of Transformations
    3.3.1  Linearity conditions
    3.3.2  Example
    3.3.3  One-to-one transformations
    3.3.4  Summary
  Exercises
Chapter 4  General Vector Spaces
  4.1  Real Vector Spaces
    4.1.1  Vector space axioms
    4.1.2  Some properties
  4.2  Subspaces
    4.2.1  Definition of subspace
    4.2.2  Linear combinations
  4.3  Linear Independence
    4.3.1  Linear independence and linear dependence
    4.3.2  Some theorems
  4.4  Basis and Dimension
    4.4.1  Basis for vector space
    4.4.2  Coordinates
    4.4.3  Dimension
    4.4.4  Some fundamental theorems
    4.4.5  Dimension theorem for subspaces
  4.5  Row Space, Column Space, and Nullspace
    4.5.1  Definition of row space, column space, and nullspace
    4.5.2  Relation between solutions of Ax = 0 and Ax=b
    4.5.3  Bases for three spaces
    4.5.4  A procedure for finding a basis for span(S)
  4.6  Rank and Nullity
    4.6.1  Rank and nullity
    4.6.2  Rank for matrix operations
    4.6.3  Consistency theorems
    4.6.4  Summary
  Exercises
Chapter 5  Inner Product Spaces
  5.1  Inner Products
    5.1.1  General inner products
    5.1.2  Examples
  5.2  Angle and Orthogonality
    5.2.1  Angle between two vectors and orthogonality
    5.2.2  Properties of length, distance, and orthogonality
    5.2.3  Complement

  5.3  Orthogonal Bases and Gram-Schmidt Process
    5.3.1  Orthogonal and orthonormal bases
    5.3.2  Projection theorem
    5.3.3  Gram-Schmidt process
    5.3.4  QR-decomposition
  5.4  Best Approximation and Least Squares
    5.4.1  Orthogonal projections viewed as approximations
    5.4.2  Least squares solutions of linear systems
    5.4.3  Uniqueness of least squares solutions
  5.5  Orthogonal Matrices and Change of Basis
    5.5.1  Orthogonal matrices
    5.5.2  Change of basis
  Exercises
Chapter 6  Eigenvalues and Eigenvectors
  6.1  Eigenvalues and Eigenvectors
    6.1.1  Introduction to eigenvalues and eigenvectors
    6.1.2  Two theorems concerned with eigenvalues
    6.1.3  Bases for eigenspaces
  6.2  Diagonalization
    6.2.1  Diagonalization problem
    6.2.2  Procedure for diagonalization
    6.2.3  Two theorems concerned with diagonalization
  6.3  Orthogonal Diagonalization
  6.4  Jordan Decomposition Theorem
  Exercises
Chapter 7  Linear Transformations
  7.1  General Linear Transformations
    7.1.1  Introduction to linear transformations
    7.1.2  Compositions
  7.2  Kernel and Range
    7.2.1  Kernel and range
    7.2.2  Rank and nullity
    7.2.3  Dimension theorem for linear transformations
  7.3  Inverse Linear Transformations
    7.3.1  One-to-one and onto linear transformations
    7.3.2  Inverse linear transformations
  7.4  Matrices of General Linear Transformations
    7.4.1  Matrices of linear transformations
    7.4.2  Matrices of compositions and inverse transformations
  7.5  Similarity
  Exercises
Chapter 8  Additional Topics
  8.1  Quadratic Forms
    8.1.1  Introduction to quadratic forms
    8.1.2  Constrained extremum problem
    8.1.3  Positive definite matrix
  8.2  Three Theorems for Symmetric Matrices
  8.3  Complex Inner Product Spaces
    8.3.1  Complex numbers
    8.3.2  Complex inner product spaces

  8.4  Hermitian Matrices and Unitary Matrices
  8.5  B.ttcher-Wenzel Conjecture
    8.5.1  Introduction
    8.5.2  Proof of the B.ttcher-Wenzel conjecture
  Exercises
Appendix AIndependence of Axioms
Bibliography
Index

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