Proving Linear Independence: Vectors in R^5 and Their Span

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In summary, a vector is a mathematical object with both magnitude and direction. It is typically represented by an arrow drawn in a coordinate plane, with the direction of the arrow indicating its direction and the length representing its magnitude. A vector differs from a scalar in that it has both magnitude and direction. Basic operations on vectors include addition, subtraction, scalar multiplication, and dot product. Vectors are used in many scientific fields, such as physics, engineering, and computer science, to represent quantities with both magnitude and direction, such as velocity, force, and displacement.
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NeonVomitt
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Suppose that v1,v2,v3 are linearly independent vectors in R^5 and consider the vectors a1,a2,a3 defined by a1=v1+v2-2v3, a2=3v1+v2+4va, and a3=v1+2v2-7v3. Show that at least one of the vectors v1,v2,v3 is not in the span of the vectors a1,a2,a3.

I am kind of confused. Should I somehow reduce row echelon it? But how would I even set that up given this type of format?

Thank you!
 
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  • #2
a=T.v
where
T={{1,1,-2},{3,1,4},{1,2,-7}}
 

FAQ: Proving Linear Independence: Vectors in R^5 and Their Span

What is a vector?

A vector is a mathematical object that has both magnitude and direction.

How is a vector represented?

A vector is typically represented by an arrow drawn in a coordinate plane, with the direction of the arrow indicating the direction of the vector and the length of the arrow representing the magnitude of the vector.

What is the difference between a vector and a scalar?

A vector has both magnitude and direction, while a scalar only has magnitude.

What are the basic operations performed on vectors?

The basic operations on vectors include addition, subtraction, scalar multiplication, and dot product.

How are vectors used in science?

Vectors are used in various scientific fields, such as physics, engineering, and computer science, to represent quantities that have both magnitude and direction, such as velocity, force, and displacement.

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