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Lectures on Linear Algebra Guidance for 2019 National Postgraduate Entrance Examination

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Each chapter of the book gives the basic concepts, basic principles and basic properties that need to be mastered according to the system, with special emphasis on the summary of the relationship between properties; On the basis of understanding the basic concepts, principles and properties, each part gives typical comprehensive questions, classifies and summarizes according to the questions, and gives normative and detailed answers; Each part provides exercises for readers to check and master. The types of questions are comprehensive, which are very useful for improving the examinees' computing ability and their ability to skillfully use basic principles to solve problems.

Bibliography:

Chapter I Determinant

Summary of this chapter

Explanation of important knowledge points

Section 1 Basic concepts and properties of determinant

Section II Application of Determinant Kramer's Law

integrated question

Basic concepts of one determinant of question type

Calculation of the second lower order determinant of the question type

Calculation of the third n-order determinant of the question type

The Determinant Calculation of Four Matrices

Five cofactor and algebraic cofactor

Exercises in this chapter

Answers and analysis of exercises

Chapter 2 Matrix

Summary of this chapter

Explanation of important knowledge points

Section 1 Basic Concept of Matrix and Special Matrix

Section 2 Operation and Properties of Matrix

Section 3 Inverse Matrix of Matrix

Section 4 Rank of Matrix

Section 5 Matrix Equivalence

integrated question

Question 1: Operation of matrix and calculation of determinant of matrix (continued)

Power matrix of two matrix of question type

Three Elementary Transformations and Elementary Matrices

Calculation and Proof of Four Inverse Matrix

The relationship between the five adjoint matrix and the inverse matrix of the matrix

Six matrix equation

Rank of question type seven matrix

Exercises in this chapter

Answers and analysis of exercises

Chapter 3 Vector

Summary of this chapter

Explanation of important knowledge points

Section 1 The concept and operation of vector

Section 2 Correlation and linear representation of vector groups

Section 3 Vector group equivalence, maximum linear independence group of vector group and rank of vector group

Section 4 n-dimensional vector space (only for Math 1)

integrated question

Correlation of question type vector group

Linear representation of two vectors for question types

The Equivalence of Three Vector Groups and the Rank of Vector Groups

Item 4 Coordinates of transition matrix and vector (only for Math 1)

Exercises in this chapter

Answers and analysis of exercises

Chapter IV Linear Equations

Summary of this chapter

Explanation of important knowledge points

integrated question

The Theoretic Proof of the Solution of a System of Equations

The Structure and Properties of Solutions of Bilinear Equations

The Solution of Three Homogeneous Linear Equations

General Solution of the Problem Type Four Nonhomogeneous Linear Equations

The common solution of the problem type five equation system and the same solution of the equation system

Exercises in this chapter

Answers and analysis of exercises

Chapter V Eigenvalues and Eigenvectors

Summary of this chapter

Explanation of important knowledge points

Section 1 Basic concepts of eigenvalues and eigenvectors

Section 2 Properties of eigenvalues and eigenvectors

Section 3 Matrix Diagonalization Theory

integrated question

Question 1 Finding the eigenvalues and eigenvectors of matrices

Definition and properties of eigenvalues and eigenvectors of question type 2

Judgment on Similarity of Three Matrices

Diagonalization of the four non real symmetric matrices

Diagonalization of Five Real Symmetric Matrices

Type 6 Am

Finding unknown matrix by eigenvalue method of question type 7

The Proof of Eigenvalue and Eigenvector Proposition of Item 8

Exercises in this chapter

Answers and analysis of exercises

Chapter VI Quadratic

Summary of this chapter

Explanation of important knowledge points

Section 1 Basic concepts of quadratic form and its canonical form

Section 2 Positive Definite Matrix and Positive Definite Quadratic Form

integrated question

Concept and nature of primary and secondary question types

The canonical form of the quadratic form of the question type

Quadratic problems with three parameters

Discrimination and Proof of Quadratic Positive Definite Questions

Five matrix similarity and contract

Exercises in this chapter

Answers and analysis of exercises

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