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what is ax b when does ax b has a unique solution

by Lincoln Beier Published 3 years ago Updated 2 years ago

Then Ax = b has a unique solution if and only if the only solution of Ax = 0 is x = 0. Let A = [A1,A2,,An]. A rephrasing of this is (in the square case) Ax = b has a unique solution exactly when {A1,A2,,An} is a linearly independent set.

If the null space of A is non-trivial, then the system AX = B has more than one solution. The system AX = B has a unique solution provided dim(N(A)) = 0. Since, by the rank theorem, rank(A) + dim(N(A)) = n (recall that n is the number of columns of A), the system AX = B has a unique solution if and only if rank(A) = n.

Full Answer

Does ax b have a solution?

Ax = b has a solution if and only if b is a linear combination of the columns of A. Note: If A does not have a pivot in every row, that does not mean that Ax = b does not have a solution for some given vector b. It just means that there are some vectors b for which Ax = b does not have a solution. One may also ask, what is a in Ax B?

What is the ax = b form of a matrix?

This is the Ax = b form. The brackets are important, indicating which set is A, x, and b respectively. A is the 3x3 matrix containing the 9 numbers. By the definition of invertibility, A is considered invertible if there exists a matrix B, such that AB = BA = I where I is the identity matrix (in this case the 3x3 identity).

How do you know if Ax has a unique solution?

Let A be a square n × n matrix. Then Ax = b has a unique solution if and only if the only solution of Ax = 0 is x = 0. Let A = [A1,A2,,An]. A rephrasing of this is (in the square case) Ax = b has a unique solution exactly when {A1,A2,,An} is a linearly independent set. Click to see full answer. Similarly one may ask, does Ax B have a solution?

How to solve ax = b in reduced matrix?

combination of the columns of A, there is no solution to Ax = b. If r = m, then the reduced matrix R = I F has no rows of zeros and so there are no requirements for the entries of b to satisfy.

What are the conditions to guarantee that the equation Ax B has a unique solution?

Theorem 1. Let A be a square n × n matrix. Then Ax = b has a unique solution if and only if the only solution of Ax = 0 is x = 0.

How do you determine if a system has a unique solution?

In a set of linear simultaneous equations, a unique solution exists if and only if, (a) the number of unknowns and the number of equations are equal, (b) all equations are consistent, and (c) there is no linear dependence between any two or more equations, that is, all equations are independent.

What does it mean to have a unique solution?

A unique solution in linear equations is defined as when the system is consistent and its determinant is non-zero. A unique solution exists if and only if, All equations are consistent. All ll equations are independent. The number of unknowns and the number of equations is equal.

What is unique solution with example?

The unique solution of a linear equation means that there exists only one point, on substituting which, L.H.S and R.H.S of an equation become equal. The linear equation in one variable has always a unique solution. For example, 3m =6 has a unique solution m = 2 for which L.H.S = R.H.S.

How do you prove uniqueness?

Note: To prove uniqueness, we can do one of the following: (i) Assume ∃x, y ∈ S such that P(x) ∧ P(y) is true and show x = y. (ii) Argue by assuming that ∃x, y ∈ S are distinct such that P(x) ∧ P(y), then derive a contradiction. To prove uniqueness and existence, we also need to show that ∃x ∈ S such that P(x) is true.

What is a unique solution in differential equations?

0:020:52Unique Solution - Differential Equations in Action - YouTubeYouTubeStart of suggested clipEnd of suggested clipThe exponential function is the unique solution to the following differential equation theMoreThe exponential function is the unique solution to the following differential equation the derivative of Y of X with respect to X equals y of X. For all X. And the initial value Y of zero equals one.

What does unique mean in math?

In mathematics and logic, the term "uniqueness" refers to the property of being the one and only object satisfying a certain condition. This sort of quantification is known as uniqueness quantification or unique existential quantification, and is often denoted with the symbols "∃!" or "∃=1".

Is unique solution and one solution same?

Does that mean it has exactly one solution, or it has at least one solution? Unique means exactly one. in finite dimensional linear algebra, there are only three possibilities for the number of solutions: zero, one(unique), or infinitely many.

What is unique solution in linear equations in two variables?

For the given linear equations in two variables, the solution will be unique for both the equations, if and only if they intersect at a single point. The condition to get the unique solution for the given linear equations is, the slope of the line formed by the two equations, respectively, should not be equal.

What is unique solution Class 9?

Let us suppose that we have two lines having lines equations as: ax+by+c=0 and px+qy+d=0. Then it will have a unique solution if and only if we have only one pair of (x, y) satisfying the equations after evaluation.

What is unique solution Class 10?

If lines intersect at a single point, the it has a unique solution. If lines are parallel, then equations have no solution. If lines are coincident, then equations have infinitely many solutions.

Which of the following pairs has a unique solution?

∵aa=bb, the lines have unique solution.

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