Linear Algebra - Finding a Basis

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Finding a basis for specific vector spaces, such as 3x3 symmetric real matrices or real polynomials of degree less than or equal to 3, involves identifying linearly independent vectors that span those spaces. A basis is defined as a set of vectors that can express any element of the vector space as a linear combination of its members. For example, a basis for all 2x2 matrices includes four specific matrices that can combine to form any 2x2 matrix. Understanding the concept of linear independence and spanning sets is crucial for determining a basis. Mastery of these principles will aid in solving similar problems in linear algebra.
CornMuffin
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Homework Statement


I am having trouble finding a basis in a given vector space.

I understand how to find a basis of Rn, just find linearly independent vectors that span Rn

But how would i find a basis of the set of 3x3 symmetric real matrices?
Or Find a basis of real polynomials of degree less than or equal to 3?

If i understand more about a basis, then I might be able to do this.

Homework Equations



A set of vectors B in a vector space S is a basis of S iff B is a linearly independent spanning set of S.

The Attempt at a Solution

 
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CornMuffin said:
A set of vectors B in a vector space S is a basis of S iff B is a linearly independent spanning set of S.

... which is just fancy talk for (basically): if you take any element of S, you can express it as a linear combination of the elements of B.

For example, a basis for the space of all 2 x 2 matrices would be
\left\{ <br /> B_1 = \begin{pmatrix} 1 &amp; 0 \\ 0 &amp; 0 \end{pmatrix},<br /> B_2 = \begin{pmatrix} 0 &amp; 1 \\ 0 &amp; 0 \end{pmatrix},<br /> B_3 = \begin{pmatrix} 0 &amp; 0 \\ 1 &amp; 0 \end{pmatrix},<br /> B_4 = \begin{pmatrix} 0 &amp; 0 \\ 0 &amp; 1 \end{pmatrix}<br /> \right\}<br />
because you can write any matrix
A = \begin{pmatrix} a &amp; b \\ c &amp; d \end{pmatrix}
as a linear combination, namely:
A = a B_1 + b B_2 + c B_3 + d B_4
 
Last edited:
thank you, that helps
 
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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