Matrices: Number of solutions of Ax=c if we know the solutions to Ax=b

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In summary, A(vector x)=(vector c) has no solution since A only has one inverse, meaning there can only be one solution for Ax=b and therefore no solutions for Ax=c.
  • #1
humantripod
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Hey guys,

Here is my question.

A is a 4x4 matrix and there are two vectors, b and c, which have 4 real numbers. If we are told that A(vector x)=(vector b) has an unique solution, how many solutions does A(vector x)=(vector c) have?

I honestly have no idea how to do this. I know that for A would be in the following rref form:

1 0 0 0
0 1 0 0 for Ax=b.
0 0 1 0
0 0 0 1
 
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  • #2
"A(vector x)=(vector b) has an unique solution" is another way of saying that A has an inverse. How many inverses can a matrix have?
 
  • #3
Only 1. So does this mean there is no solution for Ax=c?
 
  • #4
It means there is only one solution for Ax=c:

Inv(A)A x=Inv(A)c → x=Inv(A)c
 
  • #5
Another way to see it: suppose there is more than one solution to Ax = c.

If Ax1 = c and A x2 = c, then A(x1-x2) = 0

So if Ax = b, would be another solution A(x+x1-x2) = b

But there is only one solution to Ax = b.
 

FAQ: Matrices: Number of solutions of Ax=c if we know the solutions to Ax=b

What is a matrix and how is it used?

A matrix is a rectangular array of numbers, symbols, or expressions arranged in rows and columns. It is commonly used in mathematics, physics, engineering, and computer science to represent and manipulate data and equations.

What does the equation Ax=c represent?

The equation Ax=c represents a system of linear equations, where A is a matrix of coefficients, x is a vector of unknown variables, and c is a vector of constants. This type of equation can be used to solve for the values of the unknown variables.

How can we determine the number of solutions for Ax=c if we know the solutions to Ax=b?

If we know the solutions to Ax=b, we can use the principle of superposition to determine the number of solutions for Ax=c. This means that we can add or subtract multiples of the known solutions to Ax=b to find new solutions for Ax=c. The number of distinct solutions will be equal to the number of linearly independent solutions to Ax=b.

Can Ax=c have no solution or an infinite number of solutions?

Yes, the system Ax=c can have no solution or an infinite number of solutions. This depends on the properties of the matrix A and the vector c. If the matrix is singular (has no inverse), then there will be no solution. If the matrix is non-singular, there can be either a unique solution or an infinite number of solutions.

How can we find the solutions to Ax=c if we know the solutions to Ax=b?

We can use the principle of superposition to find the solutions to Ax=c if we know the solutions to Ax=b. We can also use matrix operations such as row reduction or Gaussian elimination to solve for the values of the unknown variables. Additionally, software programs such as Matlab or Mathematica can be used to solve systems of linear equations quickly and efficiently.

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