Changing the order of finite double summations

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Let $I = \{1, 2, \ldots, n\}$ with two indices $i, j$. Then can we do the following:

$$\sum_{i \in I} \sum_{j \in I \setminus \{i\}} a_j = \sum_{j \in I \setminus \{i\}} \sum_{i = 1} a_i = (n - 1)[a_1 + a_2 + \cdots + a_n]?$$

Although the outer sum is dependent on the inner sum's index, I still think we can do this change of order in the above summation. Am I wrong?

Here's my proof:

\begin{align} \sum_{i \in I} \sum_{j \in I \setminus \{i\}} a_j & = \sum_{i \in I} a_1 + \dots + a_{i - 1} + a_{i + 1} + \dots + a_n \\ & = [0 \cdot a_1 + a_2 + a_3 + \dots + a_n] + [a_1 + 0 \cdot a_2 + a_3 + \dots + a_n] + [a_1 + a_2 + \dots + a_{n - 1} + 0 \cdot a_n] \\ & = (n - 1) \cdot \sum_{i \in I} a_i \end{align} as for specific values of $i$, we can omit undefined terms like $a_{n + 1}$ or $a_0$. The last equality comes from noting that $\sum_{i = 1} ^ {n} \alpha = \alpha \cdot n$, where $\alpha$ is any scalar.

I'd appreciate any help on this. Thank you.

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Let $A=\sum_{i \in I} a_i$. Then $$\sum_{j \in I \setminus \{i\}}a_j=A-a_i\\ \sum_{i \in I} \sum_{j \in I \setminus \{i\}} a_j = \sum_{i \in I} \left(A-a_i\right)=nA-A=(n-1)A$$ Your interchange of summations does not work because in the second version $i$ is a dummy variable in the inner summation so the outer summation cannot reference it.

It would be more usual to write your double sum $$\sum_{i=1}^n \sum_{\substack{j=1\\j \neq i}}^n$$

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This has already been hinted at, but $$\sum_{j \in I \setminus \{i\}} \sum_{i \in I} a_i$$ does not mean what you think it means. It means you have an inner sum $\sum_{i = 1} a_i$ that is always the same, and an outer sum over some set $I \setminus\{i\}$ where $i$ is some externally-defined variable that has no particular relationship to the $i$ in the inner sum. (This is already confusing, isn't it? That's the first reason why this is a bad idea.) So depending on whether this externally-defined $i$ satisfies $i\in I$ or $i \not\in I,$ you add up either $n-1$ or $n$ copies of the inner sum.

The correct way to switch the order of the sums is $$\sum_{i \in I} \sum_{j \in I \setminus \{i\}} a_j = \sum_{j \in I} \sum_{i \in I \setminus \{j\}} a_j. $$ Notice that the subscript is still $j$ on the right-hand side of the equation; if you also change the subscript to $i$, all you've done is to write the exact same sum using different choices of dummy variables.

It turns out that switching the order of summation actually does help, because $$ \sum_{i \in I \setminus \{j\}} a_j = (n - 1)a_j $$ when $j \in I,$ and now we sum these terms over $j \in I$ to get $$ \sum_{j \in I} (n - 1)a_j = (n - 1) \sum_{j \in I} a_j = (n - 1) \sum_{i \in I} a_i.$$