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https://github.com/quantum-software-development/limits-calculus-i
✍️ Math Calculus I - Limits and Derivatives Exercises - AI Data Science - PUCSP University
https://github.com/quantum-software-development/limits-calculus-i
calculus derivative django latex-code leonardo-ai limits mathpix maths numpy overleaf python3 rest-api
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✍️ Math Calculus I - Limits and Derivatives Exercises - AI Data Science - PUCSP University
- Host: GitHub
- URL: https://github.com/quantum-software-development/limits-calculus-i
- Owner: Quantum-Software-Development
- License: mit
- Created: 2024-05-23T22:06:49.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-01-05T21:24:00.000Z (about 1 month ago)
- Last Synced: 2025-01-05T22:19:39.884Z (about 1 month ago)
- Topics: calculus, derivative, django, latex-code, leonardo-ai, limits, mathpix, maths, numpy, overleaf, python3, rest-api
- Language: Shell
- Homepage: https://github.com/Quantum-Software-Development/Math
- Size: 31.4 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 832
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Support: support Material/Plano de Ensino Matemática.pdf
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README
##
✍️ Limits - Calculus I - Resolution of Mathematics Exercises
#
####
AI Data Science - 1st Semester / 20024 - PUCSP University - Math Repository - [Professor Eric Bacconi Gonçalves](https://www.linkedin.com/in/eric-bacconi-423137/)
#
###
[![Sponsor Quantum Software Development](https://img.shields.io/badge/Sponsor-Quantum%20Software%20Development-brightgreen?logo=GitHub)](https://github.com/sponsors/Quantum-Software-Development)
## [1. Find the limits:]()
### 1a) **Limit Expression:**
$$lim_{{x \to 3}} \frac{{x^2 - 9}}{{x - 3}}$$
**Simplified Form:** The numerator $$\large x^2 - 9$$, can be factored as (x + 3)(x - 3) ), which simplifies the expression to:
$$\\begin{align*}
\large \lim_{{x \to 3}} (x + 3)
\end{align*}
\$$
[**Final Result:**]()
Substituting ( x ) with 3, we get:
$$\large 3 + 3 = 6$$
**Explanation:** The limit as ( x ) approaches 3 for the function $\large \frac{{x^2 - 9}}{{x - 3}}$ is 6.
This is because the factor ( x - 3 ) in the denominator cancels out with the same factor in the numerator, leaving ( x + 3 ) which evaluates to 6 when ( x ) is 3.
#### 1b) **The Limit Expression given is:**
$$\lim_{{x \to -7}} \frac{{49 - x^2}}{{7 + x}}$$
**Simplified Form:** The numerator $\large ( 49 - x^2 )$ is a difference of squares and can be factored as $\large (7 + x)(7 - x)$.
**This allows us to simplify the expression by canceling out the common factor of:** $\large ( 7 + x )$ in the numerator and denominator:
$$\large \lim_{{x \to -7}} (7 - x)$$
[**Final Result:**]()
When we substitute ( x ) with -7, the expression simplifies to: 7 - (-7) = 14
**Explanation:** The limit of the function $(\Large \frac{{49 - x^2}}{{7 + x}} )$ as ( x ) approaches -7 is 14.
This result is obtained because after canceling the common factor, we are left with ( 7 - x ), which equals 14 when ( x ) is -7.
#
### 1c) **Limit Expression:**
$$
\lim_{{x \to 1}} \frac{{x^2 - 4x + 3}}{{x - 1}}
$$[Solution]()
To solve the limit, we can factor the numerator:
$$
x^2 - 4x + 3 = (x - 1)(x - 3)
$$So the limit becomes:
$$
\lim_{{x \to 1}} \frac{{(x - 1)(x - 3)}}{{x - 1}}
$$We can cancel out the \((x - 1)\) terms:
$$
\lim_{{x \to 1}} (x - 3)
$$Now, we can directly substitute \( x = 1 \):
$$
1 - 3 = -2
$$Therefore, the limit is:
$$
\lim_{{x \to 1}} \frac{{x^2 - 4x + 3}}{{x - 1}} = -2
$$#
### 1d) **Limit Expression:**
$$\lim_{{x \to 1}} \frac{{x^2 - 2x + 1}}{{x - 1}}$$
To calculate the limit, we can simplify the expression by factoring the numerator, which is a perfect square trinomial. Factoring (x^2 - 2x + 1), we get ((x - 1)(x - 1)). The denominator is already in factored form as (x - 1). Thus, the function simplifies to:
$$\frac{(x - 1)(x - 1)}{x - 1}$$
After canceling out the common term ( x - 1 ), we are left with:
$$\lim_{{x \to 1}} (x - 1)$$
Since there are no more terms that depend on ( x ), this simplifies to:
$$\lim_{{x \to 1}} = x - 1 = 0$$
[Final Result:]()
The limit of the function as ( x ) approaches 1 is simply 0.
#
### 1e) **Limit Expression:**
$$\lim_{{x \to 2}} \frac{{x - 2}}{{x^2 - 4}}$$
To solve this limit, we need to factor the denominator and simplify the expression. The denominator ( x^2 - 4 ) can be factored into ( (x + 2)(x - 2) ), which allows us to cancel out the ( x - 2 ) term in the numerator:
$$\lim_{{x \to 2}} \frac{1}{{x + 2}}$$
Substituting ( x = 2 ) into the simplified expression, the final value:
$$\frac{1}{4}$$
[Final Result:]()
The limit of the function as ( x ) approaches 1 is simply $$\frac{1}{4}$$
#
### 1f) **Limit Expression:**
$$\(\lim_{{x \to 3}} \frac{{x^3 - 27}}{{x^2 - 5x + 6}}\)$$
This limit can be solved using factorization and polynomial division:
$$\
\begin{align*}
\lim_{{x \to 3}} \frac{{x^3 - 27}}{{x^2 - 5x + 6}}
&= \lim_{{x \to 3}} \frac{{(x - 3)(x^2 + 3x + 9)}}{{(x - 2)(x - 3)}} \\
&= \lim_{{x \to 3}} \frac{{x - 3}}{{x - 2}} \\
&= \frac{{3 - 3}}{{3 - 2}} \\
&= 1
\end{align*}
\$$
[Final Result:]()
The limit of the function as ( x ) approaches 1 is simply $$\frac{1}{4}$$
#
### 1g: **Limit Expression:**
$$\(\lim_{{x \to \infty}} \frac{{x^2}}{{2x^2 - x}}\)$$
In this case, we can use L'Hôpital's rule, as the limit is of the form \(\frac{0}{0}\) or \(\frac{\infty}{\infty}\) when \(x\) tends to infinity.
$$\
\begin{align*}
\lim_{{x \to \infty}} \frac{{x^2}}{{2x^2 - x}} &= \lim_{{x \to \infty}} \frac{{\frac{d}{dx}[x^2]}}{{\frac{d}{dx}[2x^2 - x]}} \\
&= \lim_{{x \to \infty}} \frac{{2x}}{{4x - 1}} \\
&= \lim_{{x \to \infty}} \frac{{2}}{{4 - \frac{1}{x}}} \\
&= \frac{2}{4} \\
&= \frac{1}{2}
\end{align*}
\$$[Final Result:]()
The limit of the expression is $$\frac{1}{2}$$
## [2. Solve the Limits:]()
### 2a): **Limit Expression:**
$\lim_{x \to \infty} \frac{1}{x^2}$
The limit as ( x ) approaches infinity for ( $\frac{1}{{x^2}}$ ):
is: $\lim_{{x \to \infty}} \frac{1}{{x^2}} = 0$
As ( x ) increases without bound, the value of ( \frac{1}{{x^2}} ) approaches 0 because the denominator grows much faster than the numerator.
#
### 2b) **Limit Expression:**
( $\lim_{x \to -\infty} \frac{1}{x^2}$ )
The limit as ( x ) approaches negative infinity for ( $\frac{1}{{x^2}}$ ) is:
$\lim_{x \to -\infty} \frac{1}{x^2}$ = 0
As ( x ) decreases without bound, the value of ( $\frac{1}{{x^2}}$ ) approaches 0, similar to part a), because squaring a negative number results in a positive number, which grows larger.
#
### 2c) **Limit Expression:**
$\lim_{x \to \infty} x^4$
The limit as ( x ) approaches infinity for ( x^4 ) is: grows at an increasing rate and approaches infinity for ( x^4 ) is:
$\lim_{x \to \infty} x^4$ = $\infty$
Similar to the previous expressions, the term ( 2x^5 ) grows at a faster rate than the others, causing the expression to approach infinity.
#
### 2d) **Limit Expression:**
$\lim_{{x \to \infty}}$ $(2x^4 - 3x^3 + x + 6)$
The limit as ( x ) approaches negative infinity for ( 2x^4 - 3x^3 + x + 6 ) is:
$\lim_{x \to -\infty} (2x^4 - 3x^3 + x + 6) = \infty$
Even though ( x ) is negative, the highest power term ( x^4 ) will still lead the expression to increase without bound because the even power makes it positive.
#
### 2e) **Limit Expression:**
2x^5 - 3x^2 + 6
The limit as ( x ) approaches infinity for $\( 2x^5 - 3x^2 + 6 ) is:
The limit as ( x ) approaches negative infinity for $\( 2x^4 - 3x^3 + x + 6 )$ is:
$\lim_{x \to -\infty} (2x^4 - 3x^3 + x + 6) = \infty$
Even though ( x ) is negative, y.
## [3.Calculate the Following Limits]()
### 3a: Finding the limit of a polynomial function as x approaches infinity
The given function is a polynomial function of the form:
$$f(x)=axn+bxn−1+cxn−2+...+dx+e$$
As x approaches infinity, the highest power of x in the function dominates the value of the function. This means that we can ignore all the lower-order terms, and simply consider the behavior of the highest-order term.
In this case, the highest-order term is 2x4. As x approaches infinity, x4 also approaches infinity, and so the function f(x) also approaches infinity.Therefore, the limit of the function as x approaches infinity is infinity. We can write this mathematically as:
$$x→∞lim x32x4−3x3+x+6 =0$$
#
### 3b:Finding the limit of a rational function as x approaches infinity
The given function is a rational function of the form
$$f(x)=cxm+fxm−1+...+gx+haxn+bxn−1+...+dx+e$$
, where n > m. As x approaches infinity, the highest power of x in the numerator dominates the value of the numerator, and the highest power of x in the denominator dominates the value of the denominator. This means that we can ignore all the lower-order terms, and simply consider the behavior of the highest-order terms.
In this case, the highest-order term in the numerator is 2x4, and the highest-order term in the denominator is x3.
As x approaches infinity, 2x4 grows much faster than x3, and so the function f(x) approaches zero.
#
### These processes above demonstrates how limits help us understand the behavior of functions near points that might not be defined, by finding equivalent expressions that are easier to evaluate.
#
######
Copyright 2024 Quantum Software Development. Code released under the [MIT License license.](https://github.com/Quantum-Software-Development/Math/blob/3bf8270ca09d3848f2bf22f9ac89368e52a2fb66/LICENSE)