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秩定理

秩定理

1. Introduction

Introduction

2. Rank and nullity of a wide matrix

A matrix AA has 33 rows, 55 columns and rank 33. Which of the following is the nullity of AA?

3. Free variables of a tall matrix

A matrix AA has 44 rows, 33 columns and rank 33. How many free variables does the equation Ax=0Ax=0 have?

4. Vocabulary: dimension of a column space

Complete the sentence: the dimension of the column space of a matrix AA is called the ______ of AA. Enter one word.

5. Rank of a matrix with nullity one

A matrix AA has 44 columns and nullity 11. What is rank⁡(A)\operatorname{rank}(A)? Enter a number.

6. Dimension of the left null space

A matrix AA has 55 rows, 44 columns and rank 33. Enter the dimension of the left null space of AA, that is, the null space of ATA^T. Enter a number.

7. The rank theorem

Let AA be an m×nm\times n matrix, so the equation Ax=0Ax = 0 has nn unknowns. Which identity does the rank theorem give?

8. Recover the rank

A 3×63\times 6 matrix AA has nullity 44. Enter rank⁡(A)\operatorname{rank}(A) as a number.

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