Trace of a particular matrix product

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The discussion focuses on the trace of the matrix product AD, where A is an arbitrary matrix and D has specific non-zero entries. The key claim is that Tr(AD) equals a_{ij}β + a_{ji}β̅, with β in the (i-j) entry and its conjugate in the (j-i) entry of D. Participants express confusion about sum notation and the conditions under which terms in the sum survive, noting that only two terms contribute to the trace. The conversation emphasizes the importance of formally demonstrating the validity of the claim using matrix definitions and properties.
Bashyboy
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Homework Statement


Claim: If ##A \in \mathcal{M}_n (\mathbb{C})## is arbitrary, and ##D## is a matrix with ##\beta## in its ##(i-j)##-th entry, and ##\overline{\beta}## in its ##(j-i)##-th, where ##i \ne j##, and with zeros elsewhere, then ##Tr(AD) = a_{ij} \beta + a_{ji} \overline{\beta}##

Homework Equations

The Attempt at a Solution



I am having difficulty with sum notation. By definition, the ##(l-m)##-th entry of the matrix product ##AD## is

##\displaystyle (AD)_{lm} = \sum_{k=1}^n a_{lk} D_{km}##

And so the trace should be

##\displaystyle Tr(AD) = \sum_{q = 1}^n ((AD)_{lm})_q = \sum_{q=1}^n \sum_{k=1}^n a_{lk} D_{km}##

Given the description of the matrix ##D##, it would seem that ##(D)_{lm} = 0## whenever ##l \ne i##, ##l \ne j##, ##m \ne i##, or ##m \ne j##. However, I am unsure about this and am having difficulty properly splitting up the sum. Could someone guide me along?
 
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There are only two elements of that sum which survive. The ##a_{ij}D_{ij}## term and the ##a_{ji}D_{ji}## term. Every other term will be zero.

You and I both know who those survivors are ;).
 
Intuitively it is obvious. But shouldn't we use the definition to formally show it is valid?
 
Okay so we know:

$$Tr(AD) = \sum_{i=1} \sum_{j=1} A_{ij} D_{ji}$$

Maybe this notation will be more convenient for this problem.
 
Perhaps, although I am having double the difficulty with two sums involved.
 
It might be easier to think about it in more steps. What would the matrix product ##AD## produce on its own? Take the trace of the resulting matrix, which happens to be the sum of the two diagonal entries.

How can this help you argue only two terms survive?
 
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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