Analyzing the Graphs of Functions
Last Updated :
25 Oct, 2024
Graphs of functions are visual representations of how one quantity depends on another. In simple terms, a graph shows the relationship between two variables: one variable is usually on the horizontal axis (called the x-axis), and the other is on the vertical axis (called the y-axis).
For example, if you have a function like y = 2x + 1, the graph of this function will show how the value of y changes as x changes. By plotting different points (where you input different values for x, calculate y, and mark them on the graph), you'll see a line or curve that represents the function.
Key Elements of Graph Analysis
When analysing graphs, we need to check many aspects of the graph, such as domain, range, intercepts, symmetry, etc. Let's discuss these aspects in detail.
Domain and Range
- Domain: The set of all possible input values (x values).
- Range: The set of all possible output values (y values).
For Example: f(x) = √x.
- Domain: x ≥ 0 (since the square root is not defined for negative numbers).
- Range: y ≥ 0(the output of a square root is always non-negative).
Intercepts
- X-Intercepts: Points where the graph crosses the x axis f(x) = 0.
- Y-Intercept: The point where the graph crosses the y axis x = 0.
For Example: f(x) = x2−4
- x-intercepts: Solve x2 − 4 = 0, so x = −2 and x = 2. The graph crosses the x-axis at (-2, 0) and (2, 0).
- y-intercept: f(0) = −4, so the graph crosses the y-axis at (0, -4).
Continuity
A function is continuous if its graph can be drawn without lifting the pencil. Discontinuities may occur at points where the function is undefined or has abrupt jumps.
For Example: f(x) = 1/x
- The function is continuous everywhere except at x = 0, where there is a vertical asymptote (discontinuity).
Symmetry
Some functions exhibit symmetry:
- Even Functions: Symmetric about the y axis f(-x) = f(x).
- Odd Functions: Symmetric about the origin f(- x) = -f(x).
For Example:
- Even function: f(x) = x2 is symmetric about the y-axis because f(x) = f(−x).
- Odd function: f(x) = x3 is symmetric about the origin because f(x) = −f(−x).
Asymptotes
- Vertical Asymptotes: Lines that the graph approaches but never touches, usually found in rational functions.
- Horizontal Asymptotes: Lines that the graph approaches as x approaches infinity or negative infinity.
- Example of vertical asymptote: f(x) = 1/(x − 2)
- The graph has a vertical asymptote at x = 2 (the function is undefined at x = 2).
- Example of horizontal asymptote: f(x) = 3x + 1
- As x → ∞ or x → −∞ f(x) → 0, so the horizontal asymptote is y = 0.
Increasing and Decreasing Intervals
The interval in which y value is increasing is called increasing interval whereas the interval in which y value is decreasing is called decreasing interval.
Example: f(x) = x3 − 3x2 + 2.
- The derivative f′(x) = 3x2 − 6xf.
- Solving f′(x) = 0 gives x = 0 and x = 2, which are critical points.
- From analyzing the sign of f′(x), the function is increasing on (−∞, 0) ∪ (2, ∞) and decreasing on (0, 2).
Maximum and Minimum Points
- Maximum Points: The point where the function has it maximum value is called as maximum Point.
- Minimum Points: The point where the functions has its minimum value is called as minimum point.
Various Graphs of Functions
Functions can be categorized into several types, each exhibiting unique characteristics:
Linear Functions
Linear functions are represented by the equation y = mx + b, where m is the slope and b is the y-intercept. The graph of a linear function is a straight line.
Analysis: The slope indicates the rate of change. A positive slope indicates an increase, while a negative slope indicates a decrease. The y-intercept shows where the line crosses the axis.
Quadratic Functions
Quadratic functions take the form y = ax2 + bx + c. The graph of a quadratic function is a parabola.
Analysis : The direction of the parabola (opening upwards or downwards) depends on the sign of a. The vertex represents the maximum or minimum point, and the axis of symmetry can be found using x = \frac{b}{2a}.
Polynomial Functions
Polynomial functions can be expressed as f(x) = anxn + an-1xn -1 + . . . + a0. The degree of the polynomial determines the graph's general shape.
Analysis : Higher degree polynomials may exhibit multiple turning points. The end behavior of the graph is influenced by the leading term, with odd degree functions exhibiting opposite end behaviors and even degree functions sharing the same behavior.
Exponential Functions
Exponential functions have the form y = abx, where b > 0.
Analysis: The graph grows rapidly for b > 1 and approaches zero as x decreases for 0 < b < 1. The y intercept occurs at y = a.
Logarithmic Functions
Logarithmic functions are the inverse of exponential functions, expressed as y = logb(x).
Analysis: The graph approaches the y axis but never touches it (asymptote). It increases gradually and passes through the point (1, 0).
Solved Examples on Analyzing Graph of Functions
Example 1 : Analyze the function f(x) = 2x - 3
Solution:
Type of Function: This is a linear function of the form y = mx + b, where m = 2 and b = −3.
Slope (m): The slope m = 2 means the line rises by 2 units for every 1 unit increase in x.
Y-Intercept (b): The y-intercept is at b = −3, which means the line crosses the y-axis at the point (0,−3).
X-Intercept: Set f(x) = 0 to find where the line crosses the x-axis:
⇒ 2x − 3 = 0
⇒ x = 3/2 = 1.5
So, the x-intercept is (1.5,0).
Example 2: Analyze the function f(x) = 4x² + 5x - 1.
Solution:
Type of function: This function is a quadratic function of the form ax² + bx + c.
Graph: Graph of a quadratic function is parabola.
Upward or Downward: Since, in above function the value a = 4 that is positive so, the parabola is in upward direction.
Axis of symmetry: The axis of symmetry is given by b / 2a = 5 / 8
Example 3: Analyze the function y = 2 (6)⁴.
Solution:
Type of function: This is exponential type of function of the for y = abx.
Graph: Since, b > 1 i.e., 6 so graph rapidly grows.
Y- intercept: Y intercept occurs at y= 2
Worksheet on Analyzing the Graphs of Functions
You can download this free worksheet on Analyzing the Graphs of Functions from below:
Conclusion
From the above discussion we can conclude that for analyzing a graph of a function we require domain and Range of the function, zeros of function, maximum and minimum Points of the function, increasing, decreasing interval etc.
Read More
Similar Reads
Applications of Graph Theory
Applications of Graph Theory: In mathematics and computer science, a graph is a mathematical structure that consists of two main components: vertices (or nodes) and edges. The study of these graphs in various contexts is called graph theory. There are various applications of graph theory in real lif
9 min read
Graphs and Functions in TensorFlow
TensorFlow is a powerful machine learning library that allows developers to create and train models efficiently. One of the foundational concepts in TensorFlow is its computational graph system, which provides a structured way to define and execute operations. Along with graphs, TensorFlow offers tf
9 min read
How to Graph Sine and Cosine Functions
Sine and cosine functions are also some of the most basic functions that belong to the branch of mathematics called trigonometry and they are characterized by periodic oscillations; they are used in fields like physics, engineering and signal processing. These are used to describe waveforms and circ
6 min read
Real-Life Applications of Graphs
Graph theory, the study of graphs, is a fascinating and complex field that intersects with numerous aspects of both theoretical and practical importance in various domains. Graphs, in their essence, are mathematical structures used to model pairwise relations between objects. This simple yet powerfu
6 min read
Graph a Rational Function with Holes
Graphing a rational function with holes is an essential topic in calculus and algebra as it helps students understand the behavior of the functions that are not defined at certain points. The Rational functions are quotients of polynomials and holes occur where the function is undefined due to a com
6 min read
Graph of Quadratic Function
Graphing quadratic functions or equations results in a U-shaped curve known as a parabola. This graph shape provides insights into the behavior of the quadratic equation. Analyzing the parabola is essential when studying the motion of objects under the influence of gravity, where the trajectory form
11 min read
Methods to Find Zeros of Functions
Zeroes of a function are those real, complex or imaginary values when put in the function the value of the function becomes zero. There are multiple methods to find zeroes of function according to the function type. Zeroes of a function are very important while describing that function or while plot
8 min read
How to Find the Inverse of a Function
In math, finding the inverse of a function means undoing what the original function does. The inverse switches the input and output of the original function. But not all functions have inverses; there are rules to for an inverse to exist for a function. This article looks at the steps to find a func
8 min read
Graph of Polynomial Functions
A polynomial function is a mathematical function that is represented by a polynomial expression. A polynomial is a sum of terms, each consisting of a constant multiplied by a non-negative integer power of the variable. A polynomial function in one variable x has the following general form: f(x) = an
10 min read
Applications of Graph Data Structure
A graph is a non-linear data structure, which consists of vertices(or nodes) connected by edges(or arcs) where edges may be directed or undirected. In Computer science graphs are used to represent the flow of computation.Google maps uses graphs for building transportation systems, where intersection
3 min read