Chapter 2: Problem 35
35 \(f(x)\) can be its own derivative. In the infinite polynomial \(f=1+x+\frac{1}{2} x^{2}+\frac{1}{6} x^{3}+\) _______ ,what numbers multiply \(x^{4}\) and \(x^{5}\) if \(d f / d x\) equals \(f\) ?
Short Answer
Expert verified
The coefficients are \( \frac{1}{24} \) for \( x^4 \) and \( \frac{1}{120} \) for \( x^5 \).
Step by step solution
01
Identifying the Series Pattern
First, recognize that the function given is a series expansion. The coefficients of this series resemble those of the exponential function's Taylor series expansion, which is: \[ e^x = 1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + \frac{x^4}{4!} + \frac{x^5}{5!} + \cdots \] Thus, each term of the function is given by \( \frac{x^n}{n!} \).
02
Writing the Derivative
Recall that the derivative of \( e^x \) is itself \( e^x \). Hence, for the series \( f \), the derivative of \( f \) should also follow this pattern. We differentiate the series term by term as: \[ \frac{d}{dx}(1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + \frac{x^4}{4!} + \frac{x^5}{5!} + \cdots) \Equals 0 + 1 + \frac{2x}{2!} + \frac{3x^2}{3!} + \frac{4x^3}{4!} + \frac{5x^4}{5!} + \cdots \]
03
Understanding the Relationship
Since it is given that \( \frac{df}{dx} = f \), we compare the coefficients of the corresponding terms in the original series \( f \) and its derivative:- For \( x^4 \), \( f = \frac{x^4}{4!} \) and from derivative, \( \frac{4x^3}{4!} \).- For \( x^5 \), \( f = \frac{x^5}{5!} \) and from derivative, \( \frac{5x^4}{5!} = \frac{x^4}{4!} \). This suggests the coefficients should maintain this factorial relationship.
04
Solving for Coefficients
The coefficients for \( x^4 \) and \( x^5 \) in \( f \) remain consistent with the pattern established by the Taylor series expansion of \( e^x \):- The coefficient for \( x^4 \) is \( \frac{1}{4!} = \frac{1}{24} \).- The coefficient for \( x^5 \) is \( \frac{1}{5!} = \frac{1}{120} \). Thus, the values that multiply these terms are \( \frac{1}{24} \) and \( \frac{1}{120} \), respectively.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Exponential Function
The exponential function, denoted as \( e^x \), is a fundamental mathematical function where the constant \( e \) (approximately 2.718) is raised to the power of \( x \). It is unique due to its numerous interesting properties, one of which is that its derivative is the same as the function itself. This means when you differentiate \( e^x \), you still get \( e^x \). Moreover, the exponential function is widely used in diverse fields such as calculus, economics, and natural sciences. Its series expansion is extremely useful for approximations, especially for small values of \( x \). Its series, also known as the Taylor series expansion around 0, is written as: \[ e^x = 1 + x + \frac{x^2}{2!} + \frac{x^3}{3!} + \frac{x^4}{4!} + \cdots \] This infinite series allows people to understand exponential growth and decay efficiently in various scientific contexts.
Derivatives
In calculus, a derivative represents an instantaneous rate of change of a function concerning one of its variables. For any function \( f(x) \), the derivative, noted as \( f'(x) \) or \( \frac{df}{dx} \), describes how the function's output value changes as its input value shifts. A fascinating property of the exponential function, \( e^x \), is that it is its own derivative. This means:
- The slope or rate of change at any point \( x \) on the curve of \( e^x \) is precisely equivalent to \( e^x \) at that point.
- This characteristic is why \( e^x \) shows up so frequently in growth processes.
Infinite Series
An infinite series is essentially a sum of infinitely many terms. It is represented as the sum of sequence terms, each one being added in an endless progression. In mathematical notations, it's often written as: \[ a_1 + a_2 + a_3 + a_4 + \cdots \] In the context of our function, \( f(x) \) is an example of such an infinite series. It reflects the continuous sum of its terms formed by powers of \( x \) scaled by the reciprocal of factorial numbers. The Taylor series is a specific kind of infinite series used to approximate functions, especially in cases where they can't be easily calculated otherwise. The Taylor series expansion of \( e^x \) provides us an infinite series where each term can be described by:
- \( \frac{x^n}{n!} \), where \( n \) begins from 0 and extends to infinity.
- This representation converges to the function \( e^x \) for all real numbers \( x \).
- Mathematicians and scientists use these expansions for their numerical methods and simulations.
Factorials
Factorials are an essential mathematical concept denoted by the symbol "!". For any integer \( n \), \( n! \) represents the product of all positive integers less than or equal to \( n \). Therefore, \( n! = n \times (n-1) \times (n-2) \times \cdots \times 1 \). For example, \( 4! \) equals \( 4 \times 3 \times 2 \times 1 \), which is 24. Factorials are integral to understanding series expansions, particularly Taylor series and the series for the exponential function:
- In this series, factorials occur in the denominators: \( \frac{x^n}{n!} \).
- They ensure convergence by ensuring each term becomes sufficiently small as \( n \) grows larger.
- This pattern allows \( e^x \) series expressions to consider infinitely many terms while retaining finite results.