1. Committee formation calculation:
- 3 engineers, 1 doctor, 8 professors: \(^4C_3 \cdot ^2C_1 \cdot ^{10}C_8 = 360\)
- 3 engineers, 2 doctors, 7 professors: \(^4C_3 \cdot ^2C_2 \cdot ^{10}C_7 = 480\)
- 4 engineers, 1 doctor, 7 professors: \(^4C_4 \cdot ^2C_1 \cdot ^{10}C_7 = 240\)
- 4 engineers, 2 doctors, 6 professors: \(^4C_4 \cdot ^2C_2 \cdot ^{10}C_6 = 210\)
2. Total favorable outcomes:
Total = \(360 + 480 + 240 + 210 = 1290\)
3. Total ways to form a 12-person committee from 16 people:
\({}^{16}C_{12} = \frac{16!}{12! \cdot 4!} = 1820\)
4. Probability calculation:
Probability = \(\frac{1290}{1820} = \frac{129}{182}\)
The final answer is \(\frac{129}{182}\).