Editorial for Google Code Jam '22 Round 1C Problem B - Squary


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The multinomial expansion for the power of 2 is the key to solving this problem. The expansion of the square of the sum of elements X_1, X_2, \dots, X_n in the list X looks like:

\displaystyle \begin{align}
\text{square of sum} &= (X_1 + X_2 + X_3 + \dots + X_N)^2 \\
&= X_1^2 + X_2^2 + X_3^2 + \dots + X_N^2 + 2 \cdot X_1 \cdot X_2 + 2 \cdot X_2 \cdot X_3 + 2 \cdot X_1 \cdot X_3 + \dots + 2 \cdot X_{N-1} \cdot X_N \\
&= \text{sum of squares} + 2 \cdot \text{sum of pairwise products}
\end{align}

Let S(X) be the sum of elements, SQ(X) be the sum of squares of elements, and SP(X) be the sum of all pairwise products of elements of the list X. We can now rewrite the above equation as:

\displaystyle S(X)^2 = SQ(X) + 2 \cdot SP(X)

We can also observe the following about how the above values change when an additional element n is added to the list X:

\displaystyle \begin{align}
S(X + [n]) &= S(X) + n \\
SQ(X + [n]) &= SQ(X) + n^2 \\
SP(X + [n]) &= SP(X) + n \cdot S(X)
\end{align}

Our task is to achieve S(E')^2 = SQ(E'), where E' is the extended list that we get by adding extra elements to E. In other words, we want to make SP(E') = 0.

Test Set 1: K = 1

If we are allowed only a single addition, we must choose an element n such that SP(E + [n]) = 0.

\displaystyle \begin{align}
SP(E + [n]) = 0 \\
\implies SP(E) + n \cdot S(E) = 0 \\
\implies n \cdot S(E) = -SP(E)
\end{align}

If S(E) \ne 0, we can get a squary list whenever -SP(E) / S(E) is an integer, which happens if and only if S(E) divides SP(E). In that case, -SP(E) / S(E) is our answer.

If S(E) = 0, then S(E + [n]) = n. Since we want S(E + [n])^2 = SQ(E + [n]), we need SQ(E + [n]) = n^2. This is possible only if SQ(E) = 0, that is, if all elements in E are zeros. In this case, we can choose any value as our answer. But if any element in E is not zero, it is impossible to get a squary list with only one addition.

Test Set 2: K > 1

At first, the search space might seem hopelessly broad here. But we can observe (or surmise and then confirm) that it is always possible to get a squary list by adding only two elements:

  • n_1 = 1 - S(E)
  • n_2 = -SP(E + [n_1])

After adding n_1, we have

\displaystyle S(E + [n_1]) = 1

After adding n_2, we have

\displaystyle \begin{align}
SP(E + [n_1, n_2]) &= SP(E + [n_1]) + n_2 \cdot S(E + [n_1]) \\
&= SP(E + [n_1]) + (-SP(E + [n_1])) \cdot 1 \\
&= 0
\end{align}

Thus, the two numbers satisfy the condition SP(E') = 0. We can also see that since the numbers in the original list are each of magnitude no greater than 10^3, |n_1| \le 10^6 + 1, and |n_2| \le 2 \cdot 10^{12}, both well within the limits.


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