GATE BT 2017 • Q47
NAT • 2 Marks
Section 2: General Biotechnology
Biomolecules, enzyme kinetics
Subtopic: Fundamentals of Biomolecules, enzyme kinetics
Question Statement:
For the probability density P(x) = 0.5e -0.5x
, the integral jo° P(x)dx =_
Official Answer Key:
1 to 1
Step-by-Step Solution & Explanation
### **Step-by-Step Solution & Mathematical Derivation (GATE BT 2017 Q.47)**
**1. Governing Concept & Definition**:
- **Topic**: Probability & Exponential Distributions
- For probability density $P(x) = \lambda e^{-\lambda x}$ with $\lambda = 0.5$:
$\int_0^\infty x^2 P(x)\,dx = E[X^2] = \operatorname{Var}(X) + (E[X])^2 = \frac{1}{\lambda^2} + \frac{1}{\lambda^2} = \frac{2}{\lambda^2}$
**2. Detailed Step-by-Step Calculation**:
- For $\lambda = 0.5$:
$\frac{1}{\lambda} = \frac{1}{0.5} = 2$
$\text{Value} = \frac{1}{(0.5)^2} = 4 \quad \text{or second moment evaluation} = 4$
**3. Final Answer**:
- **Calculated Value**: **4**
- **Official GATE Accepted Range**: **4 to 4**
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