We are given that \( x + y = 24 \) and \( x^3 y^5 \) is maximum. To maximize \( x^3 y^5 \), we use the method of Lagrange multipliers or simply apply the optimization conditions for a product. Let \( y = 24 - x \). Then, the function to be maximized is:
\[
f(x) = x^3 (24 - x)^5.
\]
To maximize this, we take the derivative of \( f(x) \) and set it to zero:
\[
f'(x) = 3x^2(24 - x)^5 - 5x^3(24 - x)^4.
\]
Simplifying:
\[
f'(x) = x^2 (24 - x)^4 \left( 3(24 - x) - 5x \right).
\]
\[
f'(x) = x^2 (24 - x)^4 (72 - 8x).
\]
Setting \( f'(x) = 0 \), we get:
\[
72 - 8x = 0 \quad \Rightarrow \quad x = 9.
\]
Substituting \( x = 9 \) into \( x + y = 24 \), we get \( y = 15 \). Thus, \( x = 9 \) and \( y = 15 \).
Now, calculate \( x^2 + y^2 \):
\[
x^2 + y^2 = 9^2 + 15^2 = 81 + 225 = 306.
\]
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