Step 1: Understanding the Concept:
This is a gamma function type integral.
Use substitution to transform it into a gamma function.
Step 2: Key Formula or Approach:
Let \(t = x^2\), then \(dx = \frac{dt}{2\sqrt{t}}\).
The integral becomes:
\[
\int_{0}^{\infty} x^7 e^{-x^2} dx = \frac{1}{2} \int_{0}^{\infty} t^{3} e^{-t} dt.
\]
Using the gamma function: \(\Gamma(n) = \int_{0}^{\infty} t^{n-1} e^{-t} dt\).
Step 3: Detailed Explanation:
Let \(t = x^2\), so \(x = t^{1/2}\), \(dx = \frac{1}{2} t^{-1/2} dt\).
Then \(x^7 = (t^{1/2})^7 = t^{7/2}\).
So \(x^7 dx = t^{7/2} \cdot \frac{1}{2} t^{-1/2} dt = \frac{1}{2} t^{3} dt\).
Thus,
\[
I = \frac{1}{2} \int_{0}^{\infty} t^{3} e^{-t} dt = \frac{1}{2} \Gamma(4).
\]
Since \(\Gamma(4) = 3! = 6\),
\(I = \frac{1}{2} \times 6 = 3\).
Thus, the value is 3, which is option (A).