Welcome, future engineers! In this deep dive, we're going to rigorously explore some of the most fundamental and frequently encountered functions in mathematics: polynomial, rational, trigonometric, logarithmic, and exponential functions, and finally, the concept of inverse functions. Understanding these functions inside out is absolutely crucial for your success in JEE and beyond. We'll start from the basics, build up the intuition, and then tackle the advanced concepts and applications relevant for JEE.
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### 1. Polynomial Functions
A polynomial function is one of the simplest and most well-behaved functions. They are the building blocks for many other complex functions.
#### 1.1 Definition and General Form
A function $f(x)$ is called a
polynomial function if it can be expressed in the form:
$f(x) = a_n x^n + a_{n-1} x^{n-1} + dots + a_2 x^2 + a_1 x + a_0$
where:
* $a_n, a_{n-1}, dots, a_1, a_0$ are real coefficients.
* $a_n
eq 0$ (This is the
leading coefficient).
* $n$ is a non-negative integer (This is the
degree of the polynomial).
* The exponents of $x$ must be non-negative integers.
Examples:
* $f(x) = 5$ (Constant polynomial, degree 0)
* $f(x) = 2x - 3$ (Linear polynomial, degree 1)
* $f(x) = x^2 - 4x + 7$ (Quadratic polynomial, degree 2)
* $f(x) = -3x^5 + sqrt{2}x^3 - x + 10$ (Degree 5)
#### 1.2 Domain and Range
* The
domain of any polynomial function is always all real numbers, i.e., $D_f = (-infty, infty)$. You can plug in any real number for $x$ and get a real output.
* The
range depends on the degree of the polynomial:
* If the degree $n$ is
odd, the range is also all real numbers, $R_f = (-infty, infty)$.
* If the degree $n$ is
even, the range will be a subset of real numbers, bounded either from below or above. For example, $f(x)=x^2$ has range $[0, infty)$, and $f(x)=-x^2$ has range $(-infty, 0]$. This depends on the leading coefficient $a_n$.
#### 1.3 Graphical Analysis: Degree, Leading Coefficient, Roots, Turning Points, and End Behavior
Feature |
Description |
|---|
Degree ($n$) |
Determines the "shape" and end behavior. A polynomial of degree $n$ has at most $n$ real roots and at most $(n-1)$ turning points (local maxima/minima). |
Leading Coefficient ($a_n$) |
For even degree, $a_n > 0$ implies graph opens upwards (like a U-shape for $x^2$), $a_n < 0$ implies graph opens downwards. For odd degree, $a_n > 0$ implies graph rises to the right and falls to the left (like $x^3$), $a_n < 0$ implies graph falls to the right and rises to the left (like $-x^3$). |
Roots (x-intercepts) |
Values of $x$ for which $f(x)=0$. These are where the graph crosses or touches the x-axis. A polynomial of degree $n$ has exactly $n$ roots in the complex number system (counting multiplicity), and at most $n$ real roots. |
Turning Points |
Points where the function changes from increasing to decreasing or vice versa (local maxima or minima). A polynomial of degree $n$ has at most $(n-1)$ turning points. |
End Behavior |
Describes how the graph behaves as $x o infty$ and $x o -infty$. This is primarily determined by the term with the highest degree, $a_n x^n$.
- If $n$ is even:
- $a_n > 0 implies f(x) o infty$ as $x o pminfty$
- $a_n < 0 implies f(x) o -infty$ as $x o pminfty$
- If $n$ is odd:
- $a_n > 0 implies f(x) o infty$ as $x o infty$ and $f(x) o -infty$ as $x o -infty$
- $a_n < 0 implies f(x) o -infty$ as $x o infty$ and $f(x) o infty$ as $x o -infty$
|
JEE Focus: For JEE, a strong grasp of these properties is vital for sketching graphs, determining the number of real roots (e.g., using Intermediate Value Theorem, Rolle's Theorem, Mean Value Theorem โ which we'll cover in Differentiability), and solving inequalities involving polynomials. Remember the
Remainder Theorem ($P(x)$ divided by $(x-a)$ has remainder $P(a)$) and
Factor Theorem ($P(a)=0 iff (x-a)$ is a factor of $P(x)$).
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### 2. Rational Functions
Rational functions extend polynomial functions by allowing division.
#### 2.1 Definition
A
rational function $f(x)$ is a function that can be written as the ratio of two polynomial functions:
$f(x) = frac{P(x)}{Q(x)}$
where $P(x)$ and $Q(x)$ are polynomial functions, and $Q(x)
eq 0$.
Examples:
* $f(x) = frac{1}{x}$
* $f(x) = frac{x^2 - 1}{x+2}$
* $f(x) = frac{3x^2 + 2x - 1}{x^2 - 4}$
#### 2.2 Domain
The domain of a rational function is all real numbers $x$ for which the denominator $Q(x)$ is not equal to zero.
$D_f = {x in mathbb{R} mid Q(x)
eq 0}$
#### 2.3 Asymptotes
Asymptotes are lines that a graph approaches but never quite reaches. They are crucial for sketching rational functions.
##### a. Vertical Asymptotes (V.A.)
These occur at values of $x$ where the denominator $Q(x)$ is zero,
AND that zero is
not a common root with the numerator $P(x)$. If $x=a$ is a root of $Q(x)$ but not $P(x)$, then $x=a$ is a vertical asymptote.
As $x$ approaches a vertical asymptote, the function value $f(x)$ tends towards $pm infty$.
Example: For $f(x) = frac{1}{x-2}$, the denominator is zero when $x=2$. The numerator is never zero. So, $x=2$ is a vertical asymptote.
##### b. Horizontal Asymptotes (H.A.)
These describe the end behavior of the function as $x o pm infty$. Let $n$ be the degree of $P(x)$ and $m$ be the degree of $Q(x)$.
1.
If $n < m$: The horizontal asymptote is $y=0$ (the x-axis).
Example: $f(x) = frac{x+1}{x^2+3x-4}$. Here $n=1, m=2$. So, $y=0$ is the H.A.
2.
If $n = m$: The horizontal asymptote is $y = frac{a_n}{b_m}$, where $a_n$ is the leading coefficient of $P(x)$ and $b_m$ is the leading coefficient of $Q(x)$.
Example: $f(x) = frac{2x^2+5}{x^2-1}$. Here $n=2, m=2$. So, $y=frac{2}{1}=2$ is the H.A.
3.
If $n > m$: There is no horizontal asymptote. Instead, there might be a slant (or oblique) asymptote if $n = m+1$.
##### c. Slant (Oblique) Asymptotes (S.A.)
These occur when the degree of the numerator $P(x)$ is exactly one more than the degree of the denominator $Q(x)$ (i.e., $n=m+1$). To find the equation of the slant asymptote, perform polynomial long division of $P(x)$ by $Q(x)$.
$f(x) = frac{P(x)}{Q(x)} = ext{quotient}(x) + frac{ ext{remainder}(x)}{Q(x)}$
The slant asymptote is given by the equation $y = ext{quotient}(x)$. As $x o pm infty$, $frac{ ext{remainder}(x)}{Q(x)} o 0$, so $f(x)$ approaches $y= ext{quotient}(x)$.
Example: $f(x) = frac{x^2+1}{x-1}$.
Using polynomial long division:
$(x^2+1) div (x-1) = x+1 + frac{2}{x-1}$
So, the slant asymptote is $y=x+1$.
#### 2.4 Holes in the Graph
If a value $x=a$ makes both the numerator $P(x)$ and the denominator $Q(x)$ zero, then $(x-a)$ is a common factor in both polynomials. If we can factor out and cancel $(x-a)$ from $P(x)$ and $Q(x)$, then there is a
hole (a point of discontinuity) at $x=a$, not a vertical asymptote.
To find the y-coordinate of the hole, substitute $x=a$ into the simplified function.
Example: $f(x) = frac{x^2-1}{x-1} = frac{(x-1)(x+1)}{x-1}$.
For $x
eq 1$, $f(x) = x+1$.
At $x=1$, the function is undefined, but if we factor and cancel, we see that $x=1$ causes a hole at $(1, 1+1) = (1,2)$. The graph looks like the line $y=x+1$ with a hole at $(1,2)$.
JEE Focus: Graph sketching of rational functions, including identifying all types of asymptotes and holes, is frequently tested. Solving rational inequalities requires careful consideration of the domain and the signs of both numerator and denominator, especially around roots and vertical asymptotes.
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### 3. Trigonometric Functions
You've extensively studied trigonometric functions in earlier grades. Here, we'll quickly recap their properties and emphasize aspects important for higher-level understanding.
#### 3.1 Review of Six Basic Trigonometric Functions
The six basic trigonometric functions are Sine ($sin x$), Cosine ($cos x$), Tangent ($ an x$), Cotangent ($cot x$), Secant ($sec x$), and Cosecant ($csc x$ or $operatorname{cosec} x$).
Function |
Definition |
Domain |
Range |
Period |
Key Features (Graph) |
|---|
$sin x$ |
Ratio of opposite to hypotenuse |
$mathbb{R}$ |
$[-1, 1]$ |
$2pi$ |
Starts at 0, symmetric about origin, wavy. |
$cos x$ |
Ratio of adjacent to hypotenuse |
$mathbb{R}$ |
$[-1, 1]$ |
$2pi$ |
Starts at 1, symmetric about y-axis, wavy. |
$ an x$ |
$frac{sin x}{cos x}$ |
$mathbb{R} - { (n+frac{1}{2})pi mid n in mathbb{Z} }$ |
$mathbb{R}$ |
$pi$ |
Vertical asymptotes, increases, passes through origin. |
$cot x$ |
$frac{cos x}{sin x}$ |
$mathbb{R} - { npi mid n in mathbb{Z} }$ |
$mathbb{R}$ |
$pi$ |
Vertical asymptotes, decreases. |
$sec x$ |
$frac{1}{cos x}$ |
$mathbb{R} - { (n+frac{1}{2})pi mid n in mathbb{Z} }$ |
$(-infty, -1] cup [1, infty)$ |
$2pi$ |
Vertical asymptotes where $cos x = 0$. |
$csc x$ |
$frac{1}{sin x}$ |
$mathbb{R} - { npi mid n in mathbb{Z} }$ |
$(-infty, -1] cup [1, infty)$ |
$2pi$ |
Vertical asymptotes where $sin x = 0$. |
JEE Focus: For JEE, understanding the
periodicity and
graphs of these functions is crucial, especially for solving trigonometric equations and inequalities. Pay close attention to the
domain restrictions for $ an x, cot x, sec x, csc x$ as they lead to vertical asymptotes. When we discuss inverse functions, we'll revisit these with a focus on their principal value branches. Also, transformations of trigonometric functions (amplitude, period, phase shift) are very important for sketching and understanding their behavior.
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### 4. Exponential Functions
Exponential functions are characterized by a constant base raised to a variable exponent. They model growth and decay processes.
#### 4.1 Definition
An
exponential function is a function of the form:
$f(x) = a^x$
where:
* $a$ is the
base, $a > 0$ and $a
eq 1$.
* $x$ is the
exponent, which is a real number.
**Why $a>0$ and $a
eq 1$?**
* If $a < 0$, say $f(x) = (-2)^x$, then for $x=1/2$, $f(1/2) = sqrt{-2}$, which is not a real number. To ensure the function is real-valued for all real $x$, $a$ must be positive.
* If $a=1$, then $f(x) = 1^x = 1$, which is a constant function, not an exponential function.
#### 4.2 Domain and Range
*
Domain: $D_f = (-infty, infty)$ (all real numbers).
*
Range: $R_f = (0, infty)$ (all positive real numbers). The graph always lies above the x-axis.
#### 4.3 Graph Characteristics
The behavior of $f(x) = a^x$ depends on the base $a$:
1.
If $a > 1$: The function is
strictly increasing.
* As $x o infty$, $f(x) o infty$.
* As $x o -infty$, $f(x) o 0$.
* The graph passes through $(0, 1)$ (since $a^0=1$).
* The x-axis ($y=0$) is a horizontal asymptote as $x o -infty$.
Example: $f(x) = 2^x$.
2.
If $0 < a < 1$: The function is
strictly decreasing.
* As $x o infty$, $f(x) o 0$.
* As $x o -infty$, $f(x) o infty$.
* The graph passes through $(0, 1)$.
* The x-axis ($y=0$) is a horizontal asymptote as $x o infty$.
Example: $f(x) = (1/2)^x$.
#### 4.4 The Special Number 'e' and Natural Exponential Function
The most important base for exponential functions is the irrational number $e approx 2.71828$.
The function $f(x) = e^x$ is called the
natural exponential function. It's fundamental in calculus and various scientific applications because its derivative is itself ($d/dx(e^x)=e^x$).
JEE Focus: Understanding $e^x$ and its properties is critical. Limits involving $e$ (e.g., $lim_{x o 0} (1+x)^{1/x} = e$) and applications in growth/decay models are common.
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### 5. Logarithmic Functions
Logarithmic functions are the inverse of exponential functions. They help us answer "to what power must we raise the base to get a certain number?".
#### 5.1 Definition
If $a^y = x$, then we say that $y$ is the
logarithm of $x$ to the base $a$, written as $y = log_a x$.
So, $oldsymbol{y = log_a x iff a^y = x}$.
Here:
* $a$ is the
base, $a > 0$ and $a
eq 1$.
* $x$ is the
argument (or antilogarithm), $x > 0$.
* $y$ is the
exponent.
Why these restrictions?
* The restrictions on $a$ ($a>0, a
eq 1$) are inherited from the exponential function.
* Since the range of $a^y$ is $(0, infty)$, the argument $x$ for $log_a x$ must be positive ($x>0$). You cannot take the logarithm of zero or a negative number.
#### 5.2 Domain and Range
*
Domain: $D_f = (0, infty)$ (only positive real numbers). This is a very common source of errors in JEE problems involving domain.
*
Range: $R_f = (-infty, infty)$ (all real numbers).
#### 5.3 Graph Characteristics
The graph of $y = log_a x$ is a reflection of the graph of $y = a^x$ across the line $y=x$.
1.
If $a > 1$: The function is
strictly increasing.
* As $x o infty$, $f(x) o infty$.
* As $x o 0^+$, $f(x) o -infty$.
* The graph passes through $(1, 0)$ (since $log_a 1 = 0$).
* The y-axis ($x=0$) is a vertical asymptote.
Example: $f(x) = log_2 x$.
2.
If $0 < a < 1$: The function is
strictly decreasing.
* As $x o infty$, $f(x) o -infty$.
* As $x o 0^+$, $f(x) o infty$.
* The graph passes through $(1, 0)$.
* The y-axis ($x=0$) is a vertical asymptote.
Example: $f(x) = log_{1/2} x$.
#### 5.4 Key Properties (Log Rules)
These rules are fundamental for manipulating logarithmic expressions:
1.
Product Rule: $log_a (MN) = log_a M + log_a N$
2.
Quotient Rule: $log_a (frac{M}{N}) = log_a M - log_a N$
3.
Power Rule: $log_a (M^k) = k log_a M$
4.
Change of Base Formula: $log_a M = frac{log_b M}{log_b a}$ (commonly used to convert to base $e$ or base $10$).
A special case: $log_a b = frac{1}{log_b a}$.
5.
Identity: $a^{log_a x} = x$ and $log_a (a^x) = x$.
6. $log_a 1 = 0$ (since $a^0=1$)
7. $log_a a = 1$ (since $a^1=a$)
#### 5.5 Natural Logarithm
The logarithm with base $e$ is called the
natural logarithm, denoted as $ln x$.
$ln x = log_e x$.
All the properties of logarithms apply to natural logarithms as well.
JEE Focus: Mastering logarithmic properties is non-negotiable. Solving equations and inequalities involving logarithms, especially those requiring domain restrictions (argument > 0), is a common JEE problem type. Also, understanding the change of base formula and the natural logarithm is crucial.
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### 6. Inverse Functions
The concept of an inverse function "undoes" what the original function did.
#### 6.1 What is an Inverse Function?
If a function $f$ takes an input $x$ and produces an output $y$ (i.e., $y=f(x)$), then its inverse function, denoted $f^{-1}$, takes that output $y$ and returns the original input $x$ (i.e., $x=f^{-1}(y)$).
Essentially, if $f(x)=y$, then $f^{-1}(y)=x$.
#### 6.2 Condition for Existence: One-to-One (Injective)
A function has an inverse if and only if it is
one-to-one (injective).
A function $f$ is one-to-one if distinct inputs always produce distinct outputs. That is, if $x_1
eq x_2$, then $f(x_1)
eq f(x_2)$.
Equivalently, if $f(x_1) = f(x_2)$, then $x_1 = x_2$.
Graphical Test: Horizontal Line Test
A function has an inverse if and only if no horizontal line intersects its graph more than once.
* If a horizontal line intersects the graph more than once, it means different $x$-values map to the same $y$-value, so the function is NOT one-to-one, and thus does not have an inverse.
*
Example: $f(x) = x^2$ is not one-to-one because $f(-2)=4$ and $f(2)=4$. A horizontal line $y=4$ intersects the parabola at two points. Hence, $f(x)=x^2$ does not have a global inverse.
#### 6.3 Finding the Inverse Function (Algebraic Method)
To find the inverse of a one-to-one function $y=f(x)$:
1.
Replace $f(x)$ with $y$: Write the equation as $y = f(x)$.
2.
Swap $x$ and $y$: Interchange the variables $x$ and $y$. This is the mathematical representation of "undoing" the function.
3.
Solve for $y$: Isolate $y$ in the new equation.
4.
Replace $y$ with $f^{-1}(x)$: The resulting expression is the inverse function.
Example: Find the inverse of $f(x) = 2x+3$.
1. $y = 2x+3$
2. $x = 2y+3$
3. $x-3 = 2y implies y = frac{x-3}{2}$
4. $f^{-1}(x) = frac{x-3}{2}$
Example: Find the inverse of $f(x) = frac{x+1}{x-2}$.
1. $y = frac{x+1}{x-2}$
2. $x = frac{y+1}{y-2}$
3. $x(y-2) = y+1$
$xy - 2x = y+1$
$xy - y = 2x+1$
$y(x-1) = 2x+1$
$y = frac{2x+1}{x-1}$
4. $f^{-1}(x) = frac{2x+1}{x-1}$
#### 6.4 Graphical Relationship
The graph of $y=f^{-1}(x)$ is the
reflection of the graph of $y=f(x)$ about the line $y=x$. This is a direct consequence of swapping $x$ and $y$ coordinates.
#### 6.5 Domain and Range of Inverse Functions
If $f$ is a one-to-one function with domain $D$ and range $R$, then its inverse function $f^{-1}$ has:
*
Domain of $f^{-1}$ = Range of $f$
*
Range of $f^{-1}$ = Domain of $f$
This property is extremely useful, especially for finding the domain of an inverse function without explicitly calculating $f^{-1}(x)$.
JEE Focus:
*
Restricting Domains: Many functions (like $f(x)=x^2$, $sin x$, $cos x$) are not one-to-one over their natural domains. To define an inverse, we must restrict the domain of the original function to an interval where it *is* one-to-one. This is precisely how
Inverse Trigonometric Functions are defined using principal value branches (e.g., $sin^{-1}x$ has domain $[-1,1]$ and range $[-pi/2, pi/2]$).
*
Composite Functions: If $f^{-1}$ is the inverse of $f$, then:
* $f(f^{-1}(x)) = x$ for all $x$ in the domain of $f^{-1}$.
* $f^{-1}(f(x)) = x$ for all $x$ in the domain of $f$.
These identities are powerful for simplifying expressions and solving equations.
*
Differentiability of Inverse Functions: (To be covered in Differentiability) The derivative of an inverse function is related to the derivative of the original function by a specific formula: $(f^{-1})'(x) = frac{1}{f'(f^{-1}(x))}$.
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Understanding these foundational functions and the concept of inverse functions provides the mathematical toolkit needed to tackle a vast array of problems, from basic algebra to advanced calculus. Keep practicing with examples and focus on visualizing their graphs and properties!