Comprehensive Study Notes on Real Valued Functions and Calculus Basics
Real Valued Function of Real Variables
Definition of Set and Function: Let denote the set of all real numbers. Let be any subset of . The function is defined as , where .
Classification of Real Valued Functions: A system of functions where a real number is input and it generates a real number is called a real valued function of real variables ( is a function that maps each element of of ).
Illustrative Example 1: Consider .
At , .
At , .
Illustrative Example 2: Consider .
At , .
At , .
At , .
In this system, each time a real number is substituted for , a corresponding real number is obtained as the value of . This confirms that is a real valued function of real variables.
Specific Real Valued Functions
The Constant Function:
is a constant function if for all , where is a constant and is the domain of .
Example: . Any input results in 2: , , , .
The value of remains constant even though may be changing.
The Identity Function:
Let be a function such that for all .
Whatever you input is what you generate as output.
Example: .
In another form, it is written as , where represents the identity function.
The Signum Function ():
Otherwise called the "Sign Function," it is defined by:
Case 1 (x > 0): because 10 > 0. . . .
Case 2 (x = 0): for . Example: .
Case 3 (x < 0): . Example: since -10 < 0. . .
The Absolute or Modulus Function:
Shortened as "mod," it is defined by:
It converts all positive values to positive and negative values to positive. It is used to remove negativity. Examples: , , , .
The Heaviside Function:
Denoted by and defined by:
Case 1 (x > 0): , , .
Case 2 (x ≤ 0): since -10 < 0. because . .
The Greatest Integer Function:
Denoted by and defined by , where is the greatest integer .
Calculation Rule: To calculate the value, always look to the left on a number line and notice the next whole number.
For Positive Numbers: It is the whole number before the decimal. Example: , , .
For Negative Numbers: Add one magnitude-wise (look left). Example: , , .
Algebraic Classifications of Functions
Linear Function: Defined as .
Polynomial Function: Defined as , where are constants.
Degree 0: .
Degree 2 (Quadratic): .
Degree 3 (Cubic): .
Degree 4 (Quartic): .
Rational Function: Defined as , where and both and are polynomials. Example: .
Variables and Domain/Range Concepts
Variables:
is the Input Variable (Independent Variable).
is the Output Variable (Dependent Variable).
Domain: The set of all values of for which the function is defined and can calculate corresponding values for .
Range: The set of corresponding values of .
Example Calculation: For :
If Domain =
Range = .
Co-domain = All whole numbers .
The Inverse Function
Definition: To find the inverse function .
Procedure Steps:
Set .
Make the subject of the formula.
Replace by in the resulting expression.
Inverse Example 1: Given .
Set .
.
.
Inverse Example 2: Given .
.
.
.
Inverse Example 3: Given .
. Take exponential of both sides.
.
.
Inverse Example 4: Given .
.
Take on both sides: .
.
Composite Functions
Definition: If given , , and , a composite function like means putting one function's output as the input of the next.
Example 1: Find .
.
Example 2: Find at .
.
.
.
Example 3: Find where .
.
Finding the Domain
Techniques for Finding Domain:
For Polynomial Functions: The domain is always all real numbers . Example: , .
For Rational Functions: We avoid any value of that makes the denominator zero.
Example: . Set . Undefined at . or .
Example: . Set . Undefined at . .
For Radical (Square Root) Functions:
The expression under the root () must be if the root index is even.
If is odd, the domain is the domain of the underlying polynomial ().
Example: . Require . .
Example (Odd root): . .
Limits of a Function
Mathematical Definition: The limit of as approaches a point is , written . This means there exists some number \epsilon > 0 such that |f(x) - L| < \epsilon for all such that |x - c| < \delta, where \delta > 0.
Properties of Limits:
Constant: for all .
Identity: .
Constant Multiple: .
Sum/Difference: .
Rational Power: , provided \lim_{x \to c} f(x) > 0 if is even.
Basic Limit Evaluations:
.
.
Handling Indeterminate Forms (e.g., 0/0):
Method I (Simplification/Factoring): Factor the numerator and denominator to cancel terms.
Example: . Factor: . Limit is .
Method II (L'Hopital's Rule): Differentiate the numerator and denominator separately and then substitute the point.
Limit as :
Divide the numerator and denominator by the highest power of present.
Shortcut:
If numerator and denominator have the same highest power, the limit is the ratio of their coefficients. Example: .
If the highest power is in the denominator, the limit is 0. Example: .
If the highest power is in the numerator, the limit is (undefined).
Review Questions & Discussion
Question 1: Simplify .
is between and , so .
(since 5.76 > 0).
.
Result: .
Question 2: Find if .
$f(\frac{3}{4}) = \frac{\frac{3}{4} - [\frac{3}{4}]}{\frac{3}{4}} = \frac{\frac{3}{4} - 0}{\frac{3}{4}} = \frac{\frac{3}{4}}{\frac{3}{4}} = 1.\n\n* **Question 3:** Evaluate $[Sgn(H(-3.4))]$.\n * H(-3.4) = 0-3.4 < 0.\n * Sgn(0) = 0.\n * [0] = 0.\n\n* **Question 4:** Find range for [x+2] = 0.\n * [x+2] = 00 \le x+2 < 1.\n * Subtract 2: -2 \le x < -1.\n\n* **Question 5:** What is the range for which [x-4] = 2?\n * 2 \le x-4 < 3.\n * Add 4: 6 \le x < 7.", "title": "Real Valued Functions and Calculus Study Guide"} Ready for use. \n\n\n```json\n{\n "note": "# Real Valued Function of Real Variables\n\n* **Definition of Set and Function:** Let \mathbb{R}S\mathbb{R}ff: S \rightarrow \mathbb{R}\mathbb{R} = (-\infty, \infty).\n\n* **Classification of Real Valued Functions:** A system of functions where a real number is input and it generates a real number is called a real valued function of real variables (fS\mathbb{R}).\n\n* **Illustrative Example 1:** Consider f(x) = x+1.\n * At x=0f(0) = 0+1 = 1.\n * At x=1f(1) = 1+1 = 2.\n\n* **Illustrative Example 2:** Consider f(x) = x+2.\n * At x=1f(1) = 1+2 = 3.\n * At x=-7f(-7) = -7+2 = -5.\n * At x=0f(0) = 0+2 = 2.\n * In this system, each time a real number is substituted for xf(x)f(x) is a real valued function of real variables.\n\n# Specific Real Valued Functions\n\n* **The Constant Function:**\n * ff(x) = kx \in SkSf.\n * Example: f(x) = 2f(\frac{1}{2}) = 2f(10) = 2f(0) = 2f(30) = 2.\n * The value of f(x)x may be changing.\n\n* **The Identity Function:**\n * Let ff(x) = xx. \n * Whatever you input is what you generate as output. \n * Example: f(3) = 3. \n * In another form, it is written as Id(x) = xId represents the identity function.\n\n* **The Signum Function (Sgn):**\n * Otherwise called the \"Sign Function,\" it is defined by:\n Sgn(x) = \begin{cases} 1 & \text{for } x > 0 \\ 0 & \text{for } x = 0 \\ -1 & \text{for } x < 0 \end{cases}\n * **Case 1 (x > 0):** Sgn(10) = 110 > 0Sgn(3) = 1Sgn(4) = 1Sgn(0.000001) = 1.\n * **Case 2 (x = 0):** Sgn(x) = 0x = 0Sgn(\pi - \pi) = 0.\n * **Case 3 (x < 0):** Sgn(x) = -1Sgn(-10) = -1-10 < 0Sgn(-100) = -1Sgn(-0.001) = -1.\n\n* **The Absolute or Modulus Function:**\n * Shortened as \"mod,\" it is defined by:\n mod(x) \text{ or } |x| = \begin{cases} x & \text{for } x > 0 \\ 0 & \text{for } x = 0 \\ -x & \text{for } x < 0 \end{cases}\n * It converts all positive values to positive and negative values to positive. It is used to remove negativity. Examples: |-10| = 10|-20| = 20|10| = 10|0| = 0.\n\n* **The Heaviside Function:**\n * Denoted by H and defined by:\n H(x) = \begin{cases} 1 & \text{for } x > 0 \\ 0 & \text{for } x \le 0 \end{cases}\n * **Case 1 (x > 0):** H(1) = 1H(\pi) = 1H(0.0001) = 1.\n * **Case 2 (x \\le 0):** H(-10) = 0-10 < 0H(0) = 00 \le 0H(-\pi) = 0.\n\n* **The Greatest Integer Function:**\n * Denoted by [x][x] = bb\le x.\n * **Calculation Rule:** To calculate the value, always look to the left on a number line and notice the next whole number.\n * **For Positive Numbers:** It is the whole number before the decimal. Example: [7.35] = 7[10] = 10[0.5] = 0.\n * **For Negative Numbers:** Add one magnitude-wise (look left). Example: [-3.72] = -4[-6.282] = -7[-7] = -7.\n\n# Algebraic Classifications of Functions\n\n* **Linear Function:** Defined as f(x) = ax + b.\n\n* **Polynomial Function:** Defined as f(x) = a_n x^n + a_{n-1} x^{n-1} + \dots + a_2 x^2 + a_1 x^1 + a_0 x^0a_n are constants.\n * **Degree 0:** f(x) = 10.\n * **Degree 2 (Quadratic):** f(x) = 2x^2 + 3x + 1. \n * **Degree 3 (Cubic):** f(x) = 3x^3 + 2x^2 + 2x + 4.\n * **Degree 4 (Quartic):** f(x) = 3x^4 + 4x^2 + 5x.\n\n* **Rational Function:** Defined as f(x) = \frac{p(x)}{q(x)}q(x) \ne 0p(x)q(x)f(x) = \frac{2x+3}{x^2+3x+1}.\n\n# Variables and Domain/Range Concepts\n\n* **Variables:**\n * x is the Input Variable (Independent Variable).\n * y is the Output Variable (Dependent Variable).\n\n* **Domain:** The set of all values of xf(x). \n\n* **Range:** The set of corresponding values of f(x).\n\n* **Example Calculation:** For f(x) = 3x^2 + 2:\n * If Domain = \{1, 2, 3\}\n * f(1) = 3(1^2) + 2 = 5\n * f(2) = 3(2^2) + 2 = 14\n * f(3) = 3(3^2) + 2 = 29\n * Range = \{5, 14, 29\}. Domain values are input, calculated values form the range.\n\n# The Inverse Function\n\n* **Definition:** To find the inverse function f^{-1}(x).\n\n* **Procedure Steps:**\n 1. Set f(x) = y.\n 2. Make x the subject of the formula.\n 3. Replace yx in the resulting expression.\n\n* **Inverse Example 1:** Given f(x) = 3x + 4.\n * Set y = 3x + 4.\n * 3x = y - 4 \rightarrow x = \frac{y-4}{3}.\n * f^{-1}(x) = \frac{x-4}{3}.\n\n* **Inverse Example 2:** Given f(x) = \sqrt{\frac{1}{2}x + 1}.\n * y = \sqrt{\frac{1}{2}x + 1} \rightarrow y^2 = \frac{1}{2}x + 1.\n * y^2 - 1 = \frac{x}{2} \rightarrow x = 2(y^2 - 1).\n * f^{-1}(x) = 2(x^2 - 1).\n\n* **Inverse Example 3:** Given f(x) = \ln(x+4).\n * y = \ln(x+4). Take exponential of both sides.\n * e^y = x+4 \rightarrow x = e^y - 4.\n * f^{-1}(x) = e^x - 4.\n\n* **Inverse Example 4:** Given f(x) = e^{3x} - 4.\n * y = e^{3x} - 4 \rightarrow y+4 = e^{3x}.\n * Take \ln\ln(y+4) = 3x \rightarrow x = \frac{\ln(y+4)}{3}.\n * f^{-1}(x) = \frac{\ln(x+4)}{3}.\n\n# Composite Functions\n\n* **Definition:** If given f(x) = 2x+1g(x) = 3x+2h(x) = x+1f \circ g \circ h(x) means evaluating one function's output as the input of the next functions in the sequence.\n\n* **Example 1:** Find f \circ g(x).\n * f(g(x)) = f(3x+2) = 2(3x+2) + 1 = 6x+4+1 = 6x+5.\n\n* **Example 2:** Find g \circ f \circ h(x)x=2.\n * Step 1: Evaluate h(2) = 2+1 = 3.\n * Step 2: Evaluate f(3) = 2(3)+1 = 7.\n * Step 3: Evaluate g(7) = 3(7)+2 = 23.\n\n* **Example 3:** Find f \circ f(x)f(x) = x^2+1.\n * f(f(x)) = f(x^2+1) = (x^2+1)^2 + 1 = x^4 + 2x^2 + 1 + 1 = x^4 + 2x^2 + 2.\n\n# Finding the Domain\n\n* **Definition:** The domain of a function is the set of values at which the function is defined. Shortened as dom(f).\n\n* **Techniques for Finding Domain:**\n 1. **For Polynomial Functions:** Every polynomial function has a domain of all real numbers \mathbb{R} = (-\infty, \infty).\n 2. **For Rational Functions:** Avoid values of x that make the denominator zero. \n * Example 1: f(x) = \frac{2x-4}{x+1}x+1=0 \rightarrow x=-1x=-1\text{dom} (f) = \mathbb{R} \setminus \{-1\}(-\infty, -1) \cup (-1, \infty).\n * Example 2: f(x) = \frac{x}{x^2-x-6}(x-3)(x+2) = 0x=3x=-2\text{dom} (f) = \mathbb{R} \setminus \{-2, 3\}.\n 3. **For Radical (Square Root) Functions:**\n * If the index n\ge 0).\n * If n\mathbb{R}).\n * Example (Even Root): f(x) = \sqrt{x^2+x-6}x^2+x-6 \ge 0 \rightarrow (x-2)(x+3) \ge 0\text{dom} (f) = (-\infty, -3] \cup [2, \infty).\n * Example (Odd Root): f(x) = \sqrt[3]{x^2-x-6}\text{dom} (f) = \mathbb{R}.\n\n# Range and Inverse Relation\n\n* **Key Principle:** The range of a function ff^{-1}.\n* **Finding the Range:** To find the range of f(x), find the inverse function and then determine its domain.\n* **Example:** Find range of f(x) = \frac{3}{x-2}.\n * Inverse: y = \frac{3}{x-2} \rightarrow x-2 = \frac{3}{y} \rightarrow x = \frac{3}{y} + 2 = \frac{3+2y}{y}.\n * f^{-1}(x) = \frac{3+2x}{x}\mathbb{R} \setminus \{0\}.\n * Range of f(x) = \mathbb{R} \setminus \{0\}.\n\n# Limit of a Function\n\n* **Mathematical Definition:** The limit of f(x)xcL\lim_{x \to c} f(x) = L\epsilon > 0|f(x) - L| < \epsilonx0 < |x - c| < \delta.\n\n* **Properties of Limits:**\n 1. **Constant Function:** \lim_{x \to c} k = kk.\n 2. **Identity Function:** \lim_{x \to c} x = c.\n 3. **Constant Multiple:** \lim_{x \to c} k f(x) = k \lim_{x \to c} f(x).\n 4. **Sum/Difference:** \lim_{x \to c} [f(x) \pm g(x)] = \lim_{x \to c} f(x) \pm \lim_{x \to c} g(x).\n 5. **Rational Power:** \lim_{x \to c} \sqrt[n]{f(x)} = \sqrt[n]{\lim_{x \to c} f(x)}n.\n\n* **Techniques for Indeterminate Forms (0/0):**\n 1. **Simplification/Factoring:** Factorize terms and cancel common factors.\n * Example: \lim_{x \to -2} \frac{x^2+x-2}{x^2+2x} = \lim_{x \to -2} \frac{(x-1)(x+2)}{x(x+2)} = \lim_{x \to -2} \frac{x-1}{x} = \frac{-3}{-2} = 1.5.\n 2. **L'Hopital's Rule:** Differentiate the numerator and denominator separately until the indeterminacy is removed.\n\n* **Limits at Infinity (x → ∞):**\n * Divide every term by the highest power of x found in the denominator.\n * **Shortcut Rules:**\n 1. Highest power in numerator and denominator are same: The limit is the ratio of their coefficients.\n 2. Highest power is in the denominator: The limit is 0. Examples: \lim_{x \to \infty} \frac{1}{x} = 0\lim_{x \to \infty} \frac{1}{x^2} = 0.\n 3. Highest power is in the numerator: The limit is infinity (undefined).\n * Example: \lim_{x \to \infty} \frac{2x^2+3x}{4x^2+5x} = \frac{2}{4} = 0.5$$.", "title": "Comprehensive Study Notes on Real Valued Functions and Calculus Basics" } ```