Chapter 9: Problem 2
$$ \text { Find the } n \text {th derivative of } y=x^{3} e^{-x} \text { for } n>3 \text {. } $$
Short Answer
Expert verified
For \(n>3\), the nth derivative of \(y = x^3 e^{-x}\) is \(y^{(n)} = e^{-x} \times P_n(x)\) where \(P_n(x)\) is a polynomial.
Step by step solution
01
- Identify the function
The function given is \(y = x^3 e^{-x}\).
02
- Use the product rule
To find the derivative of \(y = x^3 e^{-x}\), use the product rule: \((uv)' = u'v + uv'\). Let \(u = x^3\) and \(v = e^{-x}\). We need to compute the derivatives \(u' = 3x^2\) and \(v' = -e^{-x}\).
03
- Compute the first derivative
\(y' = (x^3)' e^{-x} + x^3 (e^{-x})'\). Substitute the derivatives: \(y' = 3x^2 e^{-x} - x^3 e^{-x}\). Combine like terms: \(y' = e^{-x} (3x^2 - x^3)\).
04
- Compute higher derivatives using the product rule
Notice that the derivative simplifies to a product of a polynomial and the exponential term. Increase powers and apply the product rule for each subsequent derivative. For example, the second derivative is \(y'' = e^{-x}[( -3x^2 + 6x) + (3x^2 - x^3)]\). This simplifies further, revealing a pattern.
05
- Observe the pattern
For \(n>3\), compute more derivatives noting the pattern: each derivative introduces more polynomial terms in decreasing powers of \(x\) multiplied by \(e^{-x}\). The coefficients are influenced by corresponding factorial terms.
06
- General formula for the nth derivative
The nth derivative for this general form \(y = x^3 e^{-x}\) involves noticing that each differentiation introduces an additional factorial term and power reduction: \(y^{(n)} = e^{-x} \times P_n(x)\) where \(P_n(x)\) denotes a polynomial. For \(n \ge 3\), higher derivatives adjust the coefficients in \(P_n(x)\)
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Product Rule
To find the derivative of a function that is a product of two functions, we use the product rule. The product rule states that if you have a function in the form of \(y = u(x) \times v(x)\), the first derivative \(y'\) is given by: \((uv)' = u'v + uv'\)
Using these derivatives, we apply the product rule: \(y' = (x^3)' e^{-x} + x^3 (e^{-x})'\)
Substitute the calculated derivatives to get: \(y' = 3x^2 e^{-x} - x^3 e^{-x}\)
Finally, factor out \(e^{-x}\), giving us: \(y' = e^{-x} (3x^2 - x^3)\).
- Here, \(u = x^3\) and \(v = e^{-x}\).
- We need their individual derivatives: \(u' = 3x^2\) and \(v' = -e^{-x}\).
Using these derivatives, we apply the product rule: \(y' = (x^3)' e^{-x} + x^3 (e^{-x})'\)
Substitute the calculated derivatives to get: \(y' = 3x^2 e^{-x} - x^3 e^{-x}\)
Finally, factor out \(e^{-x}\), giving us: \(y' = e^{-x} (3x^2 - x^3)\).
Higher-Order Derivatives
Higher-order derivatives are derivatives of a function taken multiple times. For the function \(y = x^3 e^{-x}\), we need to compute higher-order derivatives, particularly for \(n > 3\).
Notice a pattern in the polynomial part of the derivative: each higher-order derivative introduces smaller powers of \(x\), and increasingly complex coefficients influenced by factorial terms of \(n\). For example,
Therefore, for higher-order derivatives, we continuously simplify each result by applying the pattern.
- Using the product rule repeatedly is essential. For each derivative, we apply the product rule to the resulting expression.
- After the first derivative \(y'\), the second derivative \(y''\) can be computed similarly: \(y'' = (e^{-x} (3x^2 - x^3))'\), which simplifies using the product rule again.
Notice a pattern in the polynomial part of the derivative: each higher-order derivative introduces smaller powers of \(x\), and increasingly complex coefficients influenced by factorial terms of \(n\). For example,
- The 2nd derivative will involve terms of \(x^2, x\), and a constant.
Therefore, for higher-order derivatives, we continuously simplify each result by applying the pattern.
Polynomial-Exponential Function
In our problem, the function \(y = x^3 e^{-x}\) is a polynomial-exponential function. This means:
Understanding the behaviour of polynomial-exponential functions helps in solving for higher-order derivatives.
The general nth derivative takes the form: \(y^{(n)} = e^{-x} \times P_n(x)\), where \(P_n(x)\) is a polynomial derived from the original polynomial. The coefficients and terms of \(P_n(x)\) become more intricate due to the cumulative effect of differentiation, often including factorial components reflecting the order of the derivative.
- The function is a product of a polynomial \(x^3\) and an exponential \(e^{-x}\).
- Each derivative consists of a polynomial multiplied by the exponential term \(e^{-x}\).
Understanding the behaviour of polynomial-exponential functions helps in solving for higher-order derivatives.
- With each differentiation, both the polynomial part \(x^3\) and the exponential function \(e^{-x}\) are affected.
- The polynomial degree decreases by 1 with each differentiation, while the exponential part remains the same.
The general nth derivative takes the form: \(y^{(n)} = e^{-x} \times P_n(x)\), where \(P_n(x)\) is a polynomial derived from the original polynomial. The coefficients and terms of \(P_n(x)\) become more intricate due to the cumulative effect of differentiation, often including factorial components reflecting the order of the derivative.