Linear Transformation: Finding a Solution for a System of Linear Equations

In summary, the conversation discusses finding a linear transformation with specific properties, specifically T(2,-1) = (1,-1,1) and T(1,1) = (0,1,0). The participants suggest finding an expression for T(x,y) by finding a linear combination of (2,-1) and (1,1) that eliminates one of the components. However, they encounter difficulties in solving the system of linear equations and ask for help.
  • #1
stunner5000pt
1,463
3
Find a linear transformation with the given properties

T(2,-1) = (1,-1,1) and T(1,1) = (0,1,0)

we need to find an expression for t(x,y)
so we could find what linear combo on (2,-1) and (1,1) yierlds x,y
But i tried that and i find that i cannot solve this system of linear equations with a consistent solution
2a + b = x
-a + b = y
it doesn't work...

Please help!
 
Physics news on Phys.org
  • #2
stunner5000pt said:
so we could find what linear combo on (2,-1) and (1,1) yierlds x,y
But i tried that and i find that i cannot solve this system of linear equations with a consistent solution
2a + b = x
-a + b = y
it doesn't work...
really? show what you've done so we can see what went wrong.
 
Last edited:
  • #3
It is enough to find a linear combination of (2,-1) and (1,1) that eliminates one of the components:
(2,-1) - 2(1,1) = (0,-3)
This should tell you how T acts on (0,1) and hence (0,y).
You can do the same for the other component.
 

FAQ: Linear Transformation: Finding a Solution for a System of Linear Equations

What is a linear transformation?

A linear transformation is a mathematical function that maps one vector space to another in a linear manner. It preserves the structure and properties of the vector space, such as addition, scalar multiplication, and the origin.

What is a system of linear equations?

A system of linear equations is a set of equations that can be written in the form A1x1 + A2x2 + ... + Anxn = b, where x1, x2, ..., xn are the variables, A1, A2, ..., An are the coefficients, and b is a constant. The solution to a system of linear equations is the set of values for the variables that make all of the equations true.

How do you find a solution to a system of linear equations?

The most common method for finding a solution to a system of linear equations is by using Gaussian elimination, also known as row reduction. This involves manipulating the equations to eliminate variables and solve for the remaining variables. Other methods include substitution and graphing.

What is the role of a matrix in linear transformations?

A matrix is a rectangular array of numbers that can represent a linear transformation. The columns of the matrix represent the transformation of the standard basis vectors in the input space, and the rows represent the coordinates of the image vectors in the output space. Multiplying a matrix by a vector results in a linear combination of the basis vectors, which represents the transformation of that vector.

What is the importance of linear transformations in science?

Linear transformations are important in science because they provide a way to represent and analyze systems and processes that can be described by linear equations. They are used in fields such as physics, engineering, economics, and computer graphics to model and understand real-world phenomena and make predictions. They also have practical applications in areas such as data analysis and image processing.

Back
Top