Math  /  Algebra

QuestionA denotes an m×nm \times n matrix. Determine whether the statement is true or false. Justify your answer. The column space of A,ColAA, \operatorname{Col} A, is the set of all solutions of Ax=bA x=b.
Choose the correct answer below. A. The statement is true. The column space of AA is ColA={b:b=Ax\operatorname{Col} A=\left\{b: b=A x\right. for some x\mathbf{x} in Rn}\left.\mathbb{R}^{n}\right\}. B. The statement is false. The column space of AA is the set of all solutions of Ax=0A \mathbf{x}=\mathbf{0}. C. The statement is false. The column space of AA is ColA={b:b=Ax\operatorname{Col} A=\left\{b: b=A x\right. for some x\mathbf{x} in Rn}\left.\mathbb{R}^{n}\right\}. D. The statement is true. The column space of AA is the set of all solutions of Ax=0A \mathbf{x}=\mathbf{0}.

Studdy Solution
Choose the correct answer based on the definition and relationship:
Option A is correct because it states that the column space of A A is the set of all vectors b \mathbf{b} such that b=Ax \mathbf{b} = A \mathbf{x} for some x \mathbf{x} in Rn \mathbb{R}^n , which aligns with our definition.
Therefore, the correct answer is:
A. The statement is true. The column space of A A is ColA={b:b=Ax for some xRn} \operatorname{Col} A = \{ \mathbf{b} : \mathbf{b} = A \mathbf{x} \text{ for some } \mathbf{x} \in \mathbb{R}^n \} .

View Full Solution - Free
Was this helpful?

Studdy solves anything!

banner

Start learning now

Download Studdy AI Tutor now. Learn with ease and get all help you need to be successful at school.

ParentsInfluencer programContactPolicyTerms
TwitterInstagramFacebookTikTokDiscord