True/False Question on Linear Combos

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In summary, the conversation discusses the existence of another solution for the system Ax=b if two solutions, x1 and x2, are already known. The participants consider the possibility of a linear combination of x1 and x2 being a solution, but also express concerns about this only being true for homogeneous equations. They also bring up the idea of weighted average linear combinations for nonhomogeneous equations. The conversation ends with a question about the uniqueness, rank, and free variables of the system.
  • #1
NullSpace0
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Homework Statement


If the system Ax=b has two known solutions, x1 and x2, true or false that another solution exists. If it does, find another solution.

Homework Equations


The Attempt at a Solution


I think it's true. But after that, I don't know.

I'm really lost, but I think I remember learning that given two solutions, any linear combination of the two is also a solution. Does that mean that x1+x2 is a solution?

I'm worried that that is actually a solution to Ax=2b, though.
 
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  • #2
Perhaps that is only true for homogeneous equations, now that I think about it.

Would nonhomogeneous equations require some sort of weighted average linear combination?
 
  • #3
NullSpace0 said:

Homework Statement


If the system Ax=b has two known solutions, x1 and x2, true or false that another solution exists. If it does, find another solution.

Homework Equations



The Attempt at a Solution


I think it's true. But after that, I don't know.

I'm really lost, but I think I remember learning that given two solutions, any linear combination of the two is also a solution. Does that mean that x1+x2 is a solution?

I'm worried that that is actually a solution to Ax=2b, though.
Is it true that (1/2)Ax = A((1/2)x) ?
 
  • #4
NullSpace0 said:

Homework Statement


If the system Ax=b has two known solutions, x1 and x2, true or false that another solution exists. If it does, find another solution.

.

Is it given b is not the zero vector? Think about uniqueness, rank, and free variables.
 

FAQ: True/False Question on Linear Combos

What is a linear combination?

A linear combination is a mathematical operation that involves adding and/or subtracting multiple variables, each multiplied by a constant.

How do you solve a true/false question on linear combinations?

To solve a true/false question on linear combinations, you first need to identify the variables and constants involved. Then, you can plug in the values and perform the necessary operations to determine if the statement is true or false.

What is the difference between a linear combination and a linear equation?

A linear combination involves adding and/or subtracting multiple variables, whereas a linear equation involves finding the value of a single variable that satisfies the equation.

Can a linear combination have more than two variables?

Yes, a linear combination can have any number of variables. As long as each variable is multiplied by a constant and the variables are either added or subtracted, it is considered a linear combination.

How are linear combinations used in real life?

Linear combinations are used in various fields of science, such as physics, chemistry, and economics, to model and analyze real-life situations. For example, in economics, linear combinations are used to calculate the optimal mix of resources for production or to determine the relationship between different economic variables.

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