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# Integrals
## Areas and Distances
Two fundamental problems motivate the development of integral calculus:
1. **The Area Problem** – finding the area under a curve.
2. **The Distance Problem** – finding the total distance traveled when velocity varies over time.
Although these problems appear different, they are solved using the same core idea: **approximate with rectangles, then take a limit**. This limiting process leads to the concept of the **definite integral**.
---
### The Area Problem
We want to find the area of a region \( S \) bounded by:
- the graph of a continuous function \( y = f(x) \),
- the vertical lines \( x = a \) and \( x = b \),
- and the \(x\)-axis (with \( f(x) \ge 0 \)).
For simple shapes (rectangles, triangles, polygons), area formulas are exact. For curved boundaries, we instead:
1. Divide the interval \([a,b]\) into small subintervals.
2. Approximate the region using rectangles.
3. Add the rectangle areas.
4. Take a limit as the number of rectangles increases.
This process creates increasingly accurate approximations.
<div class="note">
**Riemann Sum Approximation**
Let the interval \([a,b]\) be divided into \(n\) equal subintervals.
- Width of each subinterval:
\[
\Delta x = \frac{b-a}{n}
\]
- Sample points in each subinterval:
\( x_1^*, x_2^*, \dots, x_n^* \)
- Rectangle areas:
\[
f(x_i^*)\Delta x
\]
**General Area Approximation**
\[
A \approx \sum_{i=1}^n f(x_i^*)\,\Delta x
\]
This sum is called a **Riemann sum**.
</div>
---
### Types of Riemann Sums
- **Left-endpoint sum**:
\[
L_n = \sum_{i=1}^n f(x_{i-1})\Delta x
\]
- **Right-endpoint sum**:
\[
R_n = \sum_{i=1}^n f(x_i)\Delta x
\]
- **Midpoint sum**:
\[
M_n = \sum_{i=1}^n f(x_i^*)\Delta x
\]
(where \( x_i^* \) is the midpoint of each subinterval)
<div class="definition">
**Definition of Area (Integral Definition)**
The exact area is defined as a limit:
\[
A = \lim_{n \to \infty} \sum_{i=1}^n f(x_i^*) \Delta x.
\]
This limit (when it exists) is the **definite integral**:
\[
A = \int_a^b f(x)\,dx.
\]
</div>
::: {.example}
Find the area Under \( y = x^2 \) on \([0,1]\)
**Solution:**
**Step 1: Define the partition**
\[
\Delta x = \frac{1-0}{n} = \frac{1}{n}
\]
Right endpoints:
\[
x_i = \frac{i}{n}
\]
**Step 2: Build the Riemann sum**
\[
R_n = \sum_{i=1}^n \left(\frac{i}{n}\right)^2 \frac{1}{n}
= \frac{1}{n^3} \sum_{i=1}^n i^2
\]
**Step 3: Use the sum formula**
\[
\sum_{i=1}^n i^2 = \frac{n(n+1)(2n+1)}{6}
\]
So:
\[
R_n = \frac{1}{n^3}\cdot \frac{n(n+1)(2n+1)}{6}
= \frac{(n+1)(2n+1)}{6n^2}
\]
**Step 4: Take the limit**
\[
\lim_{n\to\infty} R_n = \frac{1}{3}
\]
Therefore,
\[
A = \int_0^1 x^2\,dx = \frac{1}{3}.
\]
:::
::: {.example}
Exponential Function
Find the area under \( f(x)=e^{-2x} \) on \([0,2]\) using a limit expression.
**Solution:**
\[
\Delta x = \frac{2}{n}, \quad x_i = \frac{2i}{n}
\]
\[
A = \lim_{n\to\infty} \sum_{i=1}^n e^{-2x_i}\Delta x
= \lim_{n\to\infty} \frac{2}{n}\sum_{i=1}^n e^{-4i/n}
\]
This is a Riemann sum representation of the integral:
\[
\int_0^2 e^{-2x}\,dx
\]
:::
---
### The Distance Problem
If velocity varies with time, distance cannot be computed by
\[
\text{distance} = \text{velocity} \times \text{time}.
\]
Instead, we approximate:
1. Break time into small intervals \(\Delta t\).
2. Assume velocity is constant on each interval.
3. Add distances:
\[
\text{distance} \approx \sum v(t_i^*)\Delta t
\]
Taking the limit gives:
\[
d = \lim_{n\to\infty} \sum_{i=1}^n v(t_i^*)\Delta t
= \int_a^b v(t)\,dt
\]
Both the area and distance problems lead to the same structure:
\[
\text{Accumulated quantity} = \lim_{n\to\infty} \sum (\text{rate})\times(\text{small interval})
\]
This defines integration as **accumulation of continuous change**.
---
### Putting It All Together
> Integration is the mathematical process of approximating accumulation with rectangles and taking a limit to obtain exact total change.
#### Conceptual Takeaways
- Area and distance are both accumulation problems.
- Curved regions are handled using rectangle approximations.
- Increasing the number of rectangles improves accuracy.
- Exact values come from taking limits.
- The definite integral is defined as a limit of Riemann sums.
- Integration measures **total accumulation**, not just geometric area.
---
#### Skills You Should Be Able to Do
By the end of this section, you should be able to:
- Construct left, right, and midpoint Riemann sums
- Interpret \( \Delta x \) and \( \Delta t \) correctly
- Translate word problems into summation form
- Write definite integrals as limits of sums
- Recognize integrals as accumulation processes
- Connect geometry (area) with physical meaning (distance, work, flow, output)
- Use sigma notation for compact summation expressions
- Explain integration conceptually, not just computationally
---
#### Problems
## The Definite Integral
Many problems in calculus lead to limits of sums of the form
\[
\lim_{n\to\infty} \sum_{i=1}^n f(x_i^*)\,\Delta x,
\]
where an interval \([a,b]\) is divided into many small subintervals and values of a function are multiplied by small widths and added together.
This structure appears in:
- area under curves,
- distance traveled,
- work,
- volumes,
- arc length,
- mass and center of mass,
- fluid pressure,
- and many other physical and geometric applications.
Because this type of limit occurs so frequently, it is given a special name: **the definite integral**.
<div class="definition">
Let \( f \) be defined on \( [a,b] \). Divide the interval into \( n \) subintervals of equal width
\[
\Delta x = \frac{b-a}{n}.
\]
Let \( x_i^* \) be any sample point in the \(i\)-th subinterval.
The **definite integral** of \( f \) from \( a \) to \( b \) is defined by
\[
\int_a^b f(x)\,dx \;=\; \lim_{n\to\infty} \sum_{i=1}^n f(x_i^*)\,\Delta x,
\]
provided the limit exists and is the same for all choices of sample points.
</div>
If this limit exists, we say that **\( f \) is integrable on \([a,b]\)**.
<div class="note">
Terminology and Notation
\[
\int_a^b f(x)\,dx
\]
- \( \int \) : integral sign (represents a limit of sums)
- \( f(x) \) : integrand
- \( a \) : lower limit of integration
- \( b \) : upper limit of integration
- \( dx \) : indicates the variable of integration
The entire expression \( \int_a^b f(x)\,dx \) represents a number, not a function.
</div>
---
### Riemann Sums
<div class="definition">
The sum
\[
\sum_{i=1}^n f(x_i^*)\,\Delta x
\]
is called a **Riemann sum**.
</div>
The definite integral is the **limit of Riemann sums**.
Geometrically,
**Case 1: \( f(x) \ge 0 \) on \([a,b]\)**
\[
\int_a^b f(x)\,dx = \text{area under } y=f(x) \text{ from } a \text{ to } b
\]
**Case 2: \( f(x) \) changes sign**
\[
\int_a^b f(x)\,dx = A_{\text{above}} - A_{\text{below}}
\]
This is called **net area**.
<div class="theorem">
Integrability Theorem
If \( f \) is:
- continuous on \([a,b]\), or
- has only finitely many jump discontinuities,
then \( f \) is integrable on \([a,b]\), and the definite integral exists.
</div>
If right endpoints are chosen as sample points:
\[
x_i = a + i\Delta x,
\quad \Delta x = \frac{b-a}{n},
\]
then
\[
\int_a^b f(x)\,dx
= \lim_{n\to\infty} \sum_{i=1}^n f(x_i)\,\Delta x.
\]
This form is especially useful for computations.
::: {.example}
Converting a Limit into an Integral
Express the following limit as an integral
\[
\lim_{n\to\infty} \sum_{i=1}^n (x_i^3 + x_i\sin x_i)\,\Delta x
\quad \text{on } [0,\pi]
\]
**Solution:**
Identify the function:
\[
f(x) = x^3 + x\sin x.
\]
Then the limit becomes:
\[
\int_0^{\pi} (x^3 + x\sin x)\,dx
\]
:::
::: {.example}
Integral as Net Area
Sketch the area and determine what the integral represents
\[
\int_0^3 (x^3 - 6x)\,dx
\]
**Solution:**
Since the function takes both positive and negative values, the integral represents:
\[
\text{net area} = A_{\text{above}} - A_{\text{below}}.
\]
This is not purely geometric area — it is **signed accumulation**.
:::
::: {.example}
Integral as a Limit of Sums
Set up
\[
\int_1^3 e^x\,dx
\]
as a limit.
**Solution:**
\[
\Delta x = \frac{3-1}{n} = \frac{2}{n},
\quad x_i = 1 + \frac{2i}{n}
\]
\[
\int_1^3 e^x\,dx
=
\lim_{n\to\infty}
\sum_{i=1}^n
e^{\,1+\frac{2i}{n}}\;\frac{2}{n}
\]
:::
### The Midpoint Rule
<div class="theorem">
The Midpoint Rule (Numerical Approximation)
Instead of using endpoints, choose **midpoints**:
\[
x_i^* = \frac{x_{i-1}+x_i}{2}.
\]
Then
\[
\int_a^b f(x)\,dx \;\approx\;
\sum_{i=1}^n f(x_i^*)\,\Delta x
\]
This is called the **Midpoint Rule** and usually gives better accuracy than left or right sums.
</div>
::: {.example}
Midpoint Rule Approximation
Approximate
\[
\int_1^2 \frac{1}{x}\,dx
\quad \text{with } n=5.
\]
**Solution:**
\[
\Delta x = \frac{2-1}{5} = \frac{1}{5}
\]
Midpoints:
\[
1.1,\; 1.3,\; 1.5,\; 1.7,\; 1.9
\]
\[
\int_1^2 \frac{1}{x}\,dx \approx
\frac{1}{5}\left(
\frac{1}{1.1} + \frac{1}{1.3} + \frac{1}{1.5} + \frac{1}{1.7} + \frac{1}{1.9}
\right)
\approx 0.692
\]
:::
### Properties of the Definite Integral
<div class="theorem">
Properties of the Definite Integral
For continuous functions \( f \) and \( g \):
1. **Constant Rule**
\[
\int_a^b c\,dx = c(b-a)
\]
2. **Sum Rule**
\[
\int_a^b [f(x)+g(x)]dx
=
\int_a^b f(x)dx + \int_a^b g(x)dx
\]
3. **Constant Multiple Rule**
\[
\int_a^b cf(x)\,dx = c\int_a^b f(x)\,dx
\]
4. **Difference Rule**
\[
\int_a^b [f(x)-g(x)]dx
=
\int_a^b f(x)dx - \int_a^b g(x)dx
\]
5. **Additivity Over Intervals**
\[
\int_a^c f(x)dx + \int_c^b f(x)dx
=
\int_a^b f(x)dx
\]
</div>
<div class="theorem">
Comparison Properties
If \( a<b \):
- If \( f(x) > 0 \), then
\[
\int_a^b f(x)\,dx > 0
\]
- If \( f(x) > g(x) \), then
\[
\int_a^b f(x)\,dx > \int_a^b g(x)\,dx
\]
- If \( m \le f(x) \le M \), then
\[
m(b-a) \le \int_a^b f(x)\,dx \le M(b-a)
\]
</div>
::: {.example}
Bounding an Integral
Estimate
\[
\int_0^1 e^{-2x^2}\,dx.
\]
**Solution:**
Since \( e^{-2x^2} \) is decreasing on \([0,1]\):
\[
m = e^{-2}, \quad M = 1
\]
So:
\[
e^{-2} < \int_0^1 e^{-2x^2}\,dx < 1
\]
Numerically:
\[
0.367 < \int_0^1 e^{-2x^2}\,dx < 1
\]
:::
---
### Putting It All Together
> A definite integral is the mathematical limit of accumulation: infinitely many tiny contributions summed to produce total change.
#### Conceptual Takeaways
- A definite integral is a **limit of sums**
- Integration is **accumulation of continuous change**
- Definite integrals produce **numbers**, not functions
- Riemann sums are approximations of integrals
- Integrals represent:
- area,
- net area,
- distance,
- work,
- mass,
- energy,
- total change
- The sign of a function affects the meaning of the integral
- Integration is fundamentally about **adding infinitely many infinitesimal contributions**
---
#### Skills You Should Be Able to Do
By the end of this section, you should be able to:
- Construct Riemann sums from a function
- Interpret definite integrals geometrically and physically
- Convert limits of sums into integrals
- Write integrals as limits of sums
- Identify when an integral represents area vs net area
- Use the Midpoint Rule for approximation
- Apply integral properties to simplify expressions
- Estimate integrals using bounds
- Compare integrals using inequalities
- Interpret integrals as accumulation processes
- Recognize integrals in applied contexts (distance, work, growth, flow, mass)
---
#### Problems
## The Fundamental Theorem of Calculus
The **Fundamental Theorem of Calculus** establishes the deep connection between the two main branches of calculus:
- **Differential calculus** (rates of change, slopes, tangents)
- **Integral calculus** (accumulation, area, total change)
Although these areas originated from different problems (tangent lines vs. area), the theorem shows that they are inverse processes of each other.
This insight transforms calculus from a collection of techniques into a coherent mathematical system, making it possible to compute areas, accumulated quantities, and total change efficiently—without relying on complicated limits of sums.
---
### FTC Part 1: Derivative of an Integral (FTC1)
<div class="theorem">
Let \( f \) be continuous on \([a,b]\), and define a function
\[
T(x) = \int_a^x f(t)\,dt.
\]
Then:
\[
T'(x) = f(x)
\]
</div>
This means:
> **The derivative of an accumulation function is the original function.**
**Interpretation:**
- \(T(x)\) represents **accumulated area** (or total change) from \(a\) to \(x\).
- The derivative \(T'(x)\) represents the **rate at which that accumulation is changing**.
- That rate is exactly the value of the original function \(f(x)\).
So:
- accumulation → derivative → original function
Geometrically,
If \( f(x) > 0 \), then:
- \(T(x)\) increases
- \(T'(x) > 0\)
If \( f(x) < 0 \), then:
- \(T(x)\) decreases
- \(T'(x) < 0\)
The graph of \(T'(x)\) has the same shape as the graph of \(f(x)\).
::: {.example}
Area Function
Let
\[
T(x) = \int_0^x f(t)\,dt.
\]
If \(f\) is positive up to \(x=3\) and negative after, describe the behaviour of $T(x)$.
**Solution:**
By the FTC1,
\[
T'(x) = f(x)
\]
If \(f\) is positive up to \(x=3\) and negative after, then:
- \(T(x)\) increases until \(x=3\)
- \(T(x)\) has a maximum at \(x=3\)
- \(T(x)\) decreases after \(x=3\)
:::
::: {.example}
Direct Application of FTC1
Find $T^{\prime}(x)$ given
\[
T(x) = \int_0^x (1+t^2)\,dt
\]
**Solution:**
\[
T'(x) = 1 + x^2
\]
:::
::: {.example}
Chain Rule + FTC1
Find $T^{\prime}(x)$ given
\[
T(x) = \int_1^{x^4} \sec t\,dt
\]
**Solution:**
Let \(u = x^4\). Then:
\[
\frac{d}{dx}\int_1^{x^4} \sec t\,dt
= \sec(x^4)\cdot \frac{d}{dx}(x^4)
\]
So,
\[
T'(x) = 4x^3\sec(x^4).
\]
:::
---
### FTC Part 2: Evaluating Definite Integrals (FTC2)
<div class="theorem">
If \( f \) is continuous on \([a,b]\) and \(F\) is any antiderivative of \(f\) (so \(F' = f\)), then:
\[
\int_a^b f(x)\,dx = F(b) - F(a).
\]
</div>
This replaces **limits of sums** with **simple subtraction**.
**Interpretation:**
> **To compute total accumulation, evaluate an antiderivative at the endpoints and subtract.**
This is the computational engine of calculus.
::: {.example}
Polynomial Integral
Evaluate:
\[
\int_1^3 e^x\,dx
\]
**Solution:**
An antiderivative is \(F(x)=e^x\). Therefore,
\[
\int_1^3 e^x\,dx = e^3 - e.
\]
:::
::: {.example}
Area Under a Curve
Find the area under \( y=x^2 \) from 0 to 1:
\[
A = \int_0^1 x^2\,dx
\]
**Solution:**
\[
A = \left[\frac{x^3}{3}\right]_0^1 = \frac{1}{3}
\]
:::
::: {.example}
Logarithmic Integral
Evaluate:
\[
\int_3^6 \frac{1}{x}\,dx
\]
**Solution:**
\[
\int_3^6 \frac{1}{x}\,dx = [\ln x]_3^6 = \ln 6 - \ln 3 = \ln 2
\]
:::
::: {.example}
Trigonometric Area
Evaluate
\[
\int_0^{\pi/2} \cos x\,dx
\]
**Solution:**
\[
\int_0^{\pi/2} \cos x\,dx = [\sin x]_0^{\pi/2} = 1.
\]
:::
**Differentiation and Integration are Inverse Processes**
The FTC shows:
- Integrate → Differentiate
\[
\frac{d}{dx}\left(\int_a^x f(t)\,dt\right) = f(x)
\]
- Differentiate → Integrate
\[
\int_a^b F'(x)\,dx = F(b)-F(a)
\]
So:
\[
\text{Differentiation and integration undo each other.}
\]
---
### Putting It All Together
> The Fundamental Theorem of Calculus reveals that **change and accumulation are two sides of the same process**. Differentiation measures change, integration measures accumulation, and each operation undoes the other. This single idea transforms calculus into a unified theory of continuous change.
#### Conceptual Takeaways
- Accumulation creates functions
- Derivatives measure accumulation rates
- Integration measures total change
- Area is a special case of accumulation
- Definite integrals depend only on endpoint values
- The entire structure of calculus rests on this theorem
- Differentiation and integration are inverse operations
- Motion interpretation:
- velocity → integrate → position
- position → differentiate → velocity
- FTC is the bridge between geometry, physics, and analysis
- Complex accumulation problems reduce to simple subtraction
---
#### Skills You Should Be Able to Do
After this section, you should be able to:
- Interpret integrals as accumulation functions
- Differentiate functions defined by integrals
- Apply FTC1 directly
- Use the Chain Rule with FTC1
- Recognize area functions
- Evaluate definite integrals using antiderivatives
- Apply FTC2 efficiently
- Translate between physical and mathematical interpretations
- Identify when FTC applies (continuity conditions)
- Compute total change from rate functions
- Interpret integrals in motion problems
- Understand accumulation graphs
- Connect slope behavior to integral behavior
- Move fluently between graphs, formulas, and meaning
---
#### Problems
## Indefinite Integrals and the Net Change Theorem
The Fundamental Theorem of Calculus (FTC) creates a powerful link between derivatives, antiderivatives, and definite integrals. This connection allows us to compute areas, accumulated change, and physical quantities using antiderivatives rather than limits of sums.
Two core ideas drive this section:
1. **Indefinite integrals** provide a systematic notation for families of antiderivatives.
2. **The Net Change Theorem** interprets definite integrals as total accumulated change of a quantity.
These ideas form the foundation for applications in physics, biology, economics, and engineering.
---
### Indefinite Integrals
<div class="definition">
An **indefinite integral** represents the family of all antiderivatives of a function.
\[
\int f(x)\,dx = F(x) + C
\quad \text{means} \quad
F'(x) = f(x).
\]
</div>
Here:
- \( F(x) \) is any antiderivative of \( f(x) \)
- \( C \) is the **constant of integration**, representing infinitely many antiderivatives
An indefinite integral is:
- **Not a number**
- A **family of functions**
- A symbolic way to represent all antiderivatives of a function
In contrast:
- A **definite integral** is a **number**
- An **indefinite integral** is a **function (family of functions)**