Can Any Matrix Be Expressed as a Linear Combination of Other Matrices?

In summary, To determine if the matrix [upper row 3 0 and lower row 0 2] is a linear combination of [upper row 1 0 and lower row 0 1] and [upper row 1 0 and lower row 0 0], we need to see if it can be written as a linear combination of those two matrices. This means adding the two matrices together and seeing if they equal the given matrix. To show that a linear system obtained by adding a multiple of an equation to another equation is equivalent to the original system, we can simply perform the addition and see if the resulting equations are equivalent. This can be done by manipulating the equations algebraically.
  • #1
hkus10
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0
1) Is the matrix [upper row 3 0 and lower row 0 2] a linear combination of the matrices [upper row 1 0 and lower row 0 1] and [upper row 1 0 and lower row 0 0]? Justify your answer.

Is it I just have to add the two matrices to see if they are equal the matrix, [upper row 3 0 and lower row 0 2]?

2) Show that the linear system obtained by adding a multiple of an equation in (2) to another equation is equivalent to (2).

How to show that?

Thanks!
 
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  • #2
hkus10 said:
Is it I just have to add the two matrices to see if they are equal the matrix, [upper row 3 0 and lower row 0 2]?

Not exactly. If A,B, C are matrices, A is a linear combination of B & C if A = a*B + b*C where a and b are scalars. Try it. You'll get your answer pretty quickly.
 

Related to Can Any Matrix Be Expressed as a Linear Combination of Other Matrices?

What is a linear equation?

A linear equation is an algebraic equation that contains one or more variables and can be written in the form of y = mx + b, where m is the slope and b is the y-intercept.

How do I solve a system of linear equations?

To solve a system of linear equations, you can use methods such as substitution, elimination, or graphing. These methods involve manipulating the equations to isolate one variable and then substituting its value into the other equations to find the solution.

What is a matrix?

A matrix is a rectangular array of numbers or variables arranged in rows and columns. It is often used to represent data or perform mathematical operations, such as matrix addition, multiplication, and inversion.

How do I perform matrix operations?

To perform matrix operations, the matrices involved must have the same dimensions. Addition and subtraction involve adding or subtracting corresponding elements, while multiplication involves multiplying rows by columns and summing the products. Inversion can be done using the Gauss-Jordan elimination method or by using matrix operations.

What is the inverse of a matrix?

The inverse of a matrix is another matrix that, when multiplied by the original matrix, results in the identity matrix. It is denoted as A-1 and is used to solve equations involving matrices, such as Ax = b, where x is a vector of unknowns.

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