Problem 39
Question
Prove that if \(f\) is continuous on the interval \([a, b],\) then there exists a number \(c\) in \((a, b)\) such that \(f(c)\) equals the average value of \(f\) on the interval \([a, b]\).
Step-by-Step Solution
Verified Answer
Following the explicit steps of integral calculus, we proved that for a function \(f\) continuous over a closed interval \([a, b]\), there always exists a number \(c\) in \((a, b)\) such that \(f(c)\) equals the average value of \(f\) on this interval \([a, b]\).
1Step 1: Define the average value
First, the average value of a function \(f(x)\) over the interval \([a, b]\) is given by the formula \(A = \frac{1}{b-a} \int_a^b{f(x)dx}\)
2Step 2: Define the integral function
Next, define the integral function \(F(x) = \int_a^x{f(t)dt}\) over \(x\) ranges in \([a, b]\)
3Step 3: Use the integral function to prove the existence of \(c\)
By the Fundamental Theorem of Calculus, \(F(x)\) is continuous on \([a, b]\) and differentiable on \((a, b)\), which means \(F'(x) = f(x)\) for all \(x\) in \((a, b)\). The function \(F(x)\) will start at \(F(a) = 0\) and end at \(F(b) = (b-a)A\). Now we create a new function \(G(x) = (b-a)Ax - f(x)\), which is also continuous on \([a, b]\) and differentiable on \((a, b)\). We can see that \(G(a) = 0\) and \(G(b) = (b-a)A - (b-a)A = 0\). Because \(G(a) = G(b)\), by the Mean Value Theorem (the version for derivatives), there must exist a point \(c\) in \((a, b)\) that \(G'(c) = 0\)
4Step 4: Prove \(f(c)\) equals the average value of \(f\)
According to the mean value theorem, \(G'(c) = 0\) implies \(G'(c) = 0 = (b-a)A - f(c)\). Therefore, we found that \(f(c) = A\), which means at point \(c\), \(f(c)\) equals the average value of \(f\) on \([a, b]\).
Key Concepts
Continuous FunctionsAverage Value of a FunctionFundamental Theorem of CalculusIntegral Calculus
Continuous Functions
A function is called continuous if, graphically speaking, it can be drawn without lifting your pen from the paper. Mathematically, a function \( f(x) \) is continuous on an interval \( [a, b] \) if it is continuous at every point in that interval.
The continuity of a function implies several important properties:
The continuity of a function implies several important properties:
- No sudden jumps or gaps on the interval.
- The function values must be predicted using limits.
Average Value of a Function
The average value of a function over a specific interval provides us with a single number, representing the "typical" behavior of the function on that interval. For a continuous function \( f(x) \) over an interval \( [a, b] \), the average value is computed using the formula:\[A = \frac{1}{b-a} \int_a^b{f(x) \, dx}\]This formula essentially sums up all the values of the function within the interval and divides by the length of the interval \((b-a)\), giving a mean value.
It forms a foundational aspect in understanding how a function distributes its values across an interval, particularly when proving related theorems like the one in the exercise.
It forms a foundational aspect in understanding how a function distributes its values across an interval, particularly when proving related theorems like the one in the exercise.
Fundamental Theorem of Calculus
The Fundamental Theorem of Calculus connects differentiation with integration, showing that they are essentially inverse processes. It is divided into two parts:
- The first part states that if \( F(x) \) is an antiderivative of \( f(x) \) on \( [a, b] \), then the integral of \( f \,\text{from} \ a \ ext{to} \ b \) is \( F(b) - F(a) \).
- The second part states that if \( f \) is continuous on \( [a, b] \), and \( F \) is defined by \( F(x) = \int_a^x f(t) \, dt \), then \( F \) is continuous on \( [a, b] \) and differentiable on \( (a, b) \), and \( F'(x) = f(x) \).
Integral Calculus
Integral calculus is a major branch of mathematics concerned with accumulation and total change.It provides tools for calculating areas under curves, among many other uses.
The integral of a function \( f(x) \) over an interval \[ a, b \] is expressed as \( \int_a^b f(x) \, dx \). This process helps us find the total accumulation of quantities, such as areas, volumes, displacement, etc.
In this problem, integral calculus is employed to determine the average value of the function \( f(x) \) across the interval. It lets us compute \( \int_a^b f(x) \, dx \), which is crucial for understanding how the entire function behaves across the interval. By dividing this accumulated value by the interval's length, we derive the average value. This technique nicely unifies our understanding of total accumulation with average rate of change.
The integral of a function \( f(x) \) over an interval \[ a, b \] is expressed as \( \int_a^b f(x) \, dx \). This process helps us find the total accumulation of quantities, such as areas, volumes, displacement, etc.
In this problem, integral calculus is employed to determine the average value of the function \( f(x) \) across the interval. It lets us compute \( \int_a^b f(x) \, dx \), which is crucial for understanding how the entire function behaves across the interval. By dividing this accumulated value by the interval's length, we derive the average value. This technique nicely unifies our understanding of total accumulation with average rate of change.
Other exercises in this chapter
Problem 39
The sigmoid function \(f(x)=\frac{1}{1+e^{-x}}\) is used to model situations with a threshold. For example, in the brain, each neuron receives inputs from numer
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Find the given area. The area above the \(x\) -axis and below \(y=4-x^{2}\)
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Find the function \(f(x)\) satisfying the given conditions. $$f^{\prime}(x)=3 e^{x}+x, f(0)=4$$
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Evaluate the definite integral. $$\int_{0}^{1} \frac{x}{\sqrt{x^{2}+1}} d x$$
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