true or false: every linear transformation is determined by a matrix
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Determine whether the statement below is true or false. Justify the answer. Every linear transformation is a matrix transformation. Choose the correct answer below. A. The statement is false. A matrix transformation is not a linear transformation because multiplication of a matrix A by a vector x is not linear. B. The statement is true. Every linear transformation T(x) can be expressed as a multiplication of a vector A by a matrix x such as Ax. C. The statement is false. A matrix transformation is a special linear transformation of the form xℑAx where A is a matrix. D. The statement is true. Every linear transformation T(x) can be expressed as a multiplication of a matrix A by a vector x such as Ax.
Lakshya H.
Mark each statement True or False. Justify each answer. a. A linear transformation is a special type of function. b. If $A$ is a $3 \times 5$ matrix and $T$ is a transformation defined by $T(\mathbf{x})=A \mathbf{x},$ then the domain of $T$ is $\mathbb{R}^{3}$. c. If $A$ is an $m \times n$ matrix, then the range of the transformation $\mathbf{x} \mapsto A \mathbf{x}$ is $\mathbb{R}^{m}$ . d. Every linear transformation is a matrix transformation. e. A transformation $T$ is linear if and only if $T\left(c_{1} \mathbf{v}_{1}+\right.$ $c_{2} \mathbf{v}_{2} )=c_{1} T\left(\mathbf{v}_{1}\right)+c_{2} T\left(\mathbf{v}_{2}\right)$ for all $\mathbf{v}_{1}$ and $\mathbf{v}_{2}$ in the domain of $T$ and for all scalars $c_{1}$ and $c_{2} .$
Linear Equations in Linear Algebra
Introduction to Linear Transformations
please solve this task and spell out the exact answers.
Diogo C.
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