Linear Combination and Matrix Determinant: Writing Vectors in R^n

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The discussion centers on the relationship between the determinant of a matrix formed by vectors and the ability to express any vector in R^n as a linear combination of those vectors. When the determinant is non-zero, it indicates that the vectors are linearly independent, allowing any vector in R^n to be represented as a linear combination. If the determinant is zero, the vectors are linearly dependent, meaning they cannot span the entire space, and only vectors that are scalar multiples of a specific vector can be expressed as combinations of the given vectors. The confusion arises from the existence of free variables, which does not negate the possibility of expressing some vectors as linear combinations, but limits the scope. Ultimately, the ability to express a vector depends on the linear independence of the vectors involved.
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Given the vectors
v1=(1, 1) ^t
v2=(3, -1)^t

setting up the matrix gives det≠0, thus any vector in R^n can be written as a linear combination of v1 and v2.

This is where I'm getting confused.
If the numbers in the matrix were changed so det=0, can you still right any vector in R^n as a linear combination of v1 and v2?
If det=0, this would yield a free variable. In the examples in the book, they say you can write a vector as a linear combination of other vectors even if a free variable exists.
 
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I guess this leads to my next question:
If v1 and v2 are linearly independent vectors
in R^n and v3 cannot be written as a scalar
multiple of v1, then v1, v2, and v3 are linearly
independent.
Why is this statement false?
Never mind, I thought the statement said "and v3 cannot be written as a scalar multiple of v1&v2" instead of just v1. If it was v1 and v2, then it would be linearly independent.
 
charlies1902 said:
Given the vectors
v1=(1, 1) ^t
v2=(3, -1)^t

setting up the matrix gives det≠0, thus any vector in R^n can be written as a linear combination of v1 and v2.

This is where I'm getting confused.
If the numbers in the matrix were changed so det=0, can you still right any vector in R^n as a linear combination of v1 and v2?
If det=0, this would yield a free variable. In the examples in the book, they say you can write a vector as a linear combination of other vectors even if a free variable exists.

det=0 if and only if both columns are a scalar multiple of a particular vector, call it v. If that is the case, then any linear combination of the columns will also be a scalar multiple of v. Therefore any vector that is not a scalar multiple of v cannot be expressed as a linear combination of the columns.
 
Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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