Show that A is an orthogonal matrix

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To show that matrix A is orthogonal, it must satisfy the condition AAT = I, where I is the identity matrix. The orthonormal properties of the basis sets {aj} and {bj} imply that the inner products yield 1 for identical indices and 0 otherwise. The discussion highlights the need to connect the preservation of norms to the orthogonality of the columns or rows of A. The attempt emphasizes understanding how the elements of A interact to maintain these orthonormal properties. Ultimately, establishing A's orthogonality relies on demonstrating that it meets the criteria of preserving inner products and norms.
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Homework Statement





If {aj} and {bj} are two separate sets of orthonormal basis sets, and are related by

ai = \sumjnAijbj

Show that A is an orthogonal matrix

Homework Equations



Provided above.





The Attempt at a Solution



Too much latex needed to show what I tried, but basically I considered the properties of an orthogonal matrix: AAT = I and considered which elements would multiply and sum to give the 1's and 0's of the identity matrix.

I then considered the fact that aj.ak = o if j and k are different and 1 if they are the same, and the same for the vectors bj.

Then I thought of the property of preserving norms, but can't see how to connect it to this problem.
 
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More to the point is that an orthonormal matrix is a matrix whose columns (or rows), thought of as vectors, are orthonormal- that is, each has length 1 and any two are orthogonal.
 
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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