increasing function
(noun)
Any function of a real variable whose value increases (or is constant) as the variable increases.
Examples of increasing function in the following topics:
-
Increasing, Decreasing, and Constant Functions
- Functions can either be constant, increasing as $x$ increases, or decreasing as $x $ increases.
- We say that a function is increasing on an interval if the function values increase as the input values increase within that interval.
- Similarly, a function is decreasing on an interval if the function values decrease as the input values increase over that interval.
- In terms of a linear function $f(x)=mx+b$, if $m$ is positive, the function is increasing, if $m$ is negative, it is decreasing, and if $m$ is zero, the function is a constant function.
- Identify whether a function is increasing, decreasing, constant, or none of these
-
What is a Quadratic Function?
- A quadratic function is of the general form:
- A quadratic equation is a specific case of a quadratic function, with the function set equal to zero:
- Linear functions either always decrease (if they have negative slope) or always increase (if they have positive slope).
- All quadratic functions both increase and decrease.
- The slope of a quadratic function, unlike the slope of a linear function, is constantly changing.
-
Relative Minima and Maxima
- While some functions are increasing (or decreasing) over their entire domain, many others are not.
- A value of the input where a function changes from increasing to decreasing (as we go from left to right, that is, as the input variable increases) is called a relative maximum.
- Similarly, a value of the input where a function changes from decreasing to increasing as the input variable increases is called a relative minimum.
- A function is also neither increasing nor decreasing at extrema.
- This line increases towards infinity and decreases towards negative infinity, and has no relative extrema.
-
Limited Growth
- This is because exponential functions are ever-increasing.
- As the number of resources is not increasing without bound, so too, will the human population not increase without bound.
- Graphically, the logistic function resembles an exponential function followed by a logarithmic function that approaches a horizontal asymptote.
- Logistic functions have an "s" shape, where the function starts from a certain point, increases, and then approaches an upper asymptote.
- Three projections for the world's population are shown, with a low estimate reaching a peak and then decreasing, a medium estimate increasing but at an ever-slower rate, and a high estimate continuing to increase exponentially.
-
Stretching and Shrinking
- Multiplying the entire function $f(x)$ by a constant greater than one causes all the $y$ values of an equation to increase.
- If $b$ is greater than one the function will undergo vertical stretching, and if $b$ is less than one the function will undergo vertical shrinking.
- If we want to vertically stretch the function by a factor of three, then the new function becomes:
- Multiplying the independent variable $x$ by a constant greater than one causes all the $x$ values of an equation to increase.
- If $c$ is greater than one the function will undergo horizontal shrinking, and if $c$ is less than one the function will undergo horizontal stretching.
-
Introduction to Inverse Functions
- Below is a mapping of function $f(x)$ and its inverse function, $f^-1(x)$.
- This is equivalent to reflecting the graph across the line $y=x$, an increasing diagonal line through the origin.
- In general, given a function, how do you find its inverse function?
- Since the function $f(x)=3x^2-1$ has multiple outputs, its inverse is actually NOT a function.
- A function's inverse may not always be a function as illustrated above.
-
Graphs of Exponential Functions, Base e
- The function $f(x) = e^x$ is a basic exponential function with some very interesting properties.
- The basic exponential function, sometimes referred to as the exponential function, is $f(x)=e^{x}$, where $e$ is the number (approximately 2.718281828) described previously.
- The graph of $y=e^{x}$ is upward-sloping, and increases faster as $x$ increases.
- $y=e^x$ is the only function with this property.
- The exponential function is used to model a relationship in which a constant change in the independent variable gives the same proportional change (i.e., percentage increase or decrease) in the dependent variable.
-
Tangent as a Function
- Characteristics of the tangent function can be observed in its graph.
- The the tangent function can be graphed by plotting points as we did for the sine and cosine functions.
- We can identify that the values of $y$ are increasing as $x$ increases and approaches $\frac{\pi}{2}$.
- As with the sine and cosine functions, tangent is a periodic function; its values repeat at regular intervals.
- The graph of the tangent function is symmetric around the origin, and thus is an odd function.
-
Graphs of Logarithmic Functions
- The logarithmic graph begins with a steep climb after $x=0$, but stretches more and more horizontally, its slope ever-decreasing as $x$ increases.
- The range of the function is all real numbers.
- At first glance, the graph of the logarithmic function can easily be mistaken for that of the square root function.
- When graphing without a calculator we use the fact that the inverse of a logarithmic function is an exponential function.
- The graph of the logarithmic function with base 3 can be generated using the function's inverse.
-
Basics of Graphing Exponential Functions
- The exponential function y=b^x where $b>0$ is a function that will remain proportional to its original value when it grows or decays.
- At the most basic level, an exponential function is a function in which the variable appears in the exponent.
- The most basic exponential function is a function of the form $y=b^x$ where $b$ is a positive number.
- Let us consider the function $y=2^x$.
- As you connect the points you will notice a smooth curve that crosses the y-axis at the point $(0,1)$ and is increasing as $x$ takes on larger and larger values.