Questions tagged [exponential-function]

For question involving exponential functions and questions on exponential growth or decay.

The exponential function is one of the most important functions in mathematics (though it would have to admit that the linear function ranks even higher in importance).

Definition: If $~b~$ be any number such that $~b\gt 0~$ and $~b\neq 1~$ then an exponential function is a function in the form,$$f(x)=a~b^x$$ where $~b~$ is called the base , the exponent,$~x~$ can be any real number and $~a\neq0~$.

${}$

Properties:

  • The graph of $~f(x)~$ will always contain the point $~(0,1)~$. Or put another way, $~f(0)=1~$ regardless of the value of $~b~$.
  • For every possible $~b~$we have $~b^x\gt 0~$. Note that this implies that $~b^x\neq 0~$.
  • If $~0\lt b\lt 1~$then the graph of $~b^x~$ will decrease as we move from left to right. Check out the graph of $~\left(\frac{1}{2}\right)^x~$ above for verification of this property.
  • If $~b\gt 1~$ then the graph of $~b^x~$ will increase as we move from left to right. Check out the graph of $~2^x~$ above for verification of this property.
  • If $~b^x=b^y~$, then $~x=y~$.

${}$ The Natural Exponential Function: In mathematics, the natural exponential function is $$f(x)=e^x~,$$ where $e$ is Euler's number.

Note: $f(x)=e^x~$ is a special exponential function. In fact this is so special that for many people this is THE exponential function.

Applications:

Exponential functions are solutions to the simplest types of dynamical systems. It 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. Exponential growth occurs when the growth rate of the value of a mathematical function is proportional to the function's current value. Exponential decay occurs in the same way when the growth rate is negative.

References:

https://en.wikipedia.org/wiki/Exponential_function

http://www.montereyinstitute.org/courses/DevelopmentalMath/COURSE_TEXT2_RESOURCE/U18_L1_T1_text_final.html

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Linear functions, Exponential Functions, Square functions......learning to understand how they behave

I am trying to learn how different functions behave. Arithmetic growth is when you add a constant to the previous value and its graph is a straight line. So, $y=2x$, for example, gives $y$ values: $2,4,6,8$, etc. where each successive $y$ value is…
LouL
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Solve exponential equation with constant term.

Is there an analytical solution to an equation of the form $a e^{(\alpha + i \beta) x} - b e^{(\alpha - i \beta) x} + c = 0$? How can we solve such an equation to $x$? EDIT 1: Thanks for your patience with me. I tried it based on your hint in Matlab…
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Simplification of exponential formula

Consider, $$\frac{e^{i\theta/2}-e^{-i\theta/2}}{e^{i\theta/2}+e^{-i\theta/2}}$$ Can this be reduced to $$\frac{e^{i\theta}-1}{e^{i\theta}+1}$$ If so how? What identity to use?
danny
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equation $a^x+b^x-c^x = 1$

Is there any way to solve analytically an equation for $x$: \begin{equation} a^x+b^x-c^x = 1, \end{equation} where $a$, $b$, and $c$ are arbitrary real numbers? If it helps, $a$ is about 6, $b$ is about 2, and $c$ is about 7. If not, is there a way…
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Is solution unique for $\left(1+\frac{1}{x}\right)^x=c$ ($c$ is a positive number) when x can be negative?

A youtube video suggests an equation $\left(1+\frac{1}{x}\right)^{x+1}=\left(1+\frac{1}{7}\right)^7$ and solves it in the following way: $$ 1+\frac{1}{x} = \frac{x+1}{x} =…
cyanide
  • 807
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Constant growth rate?

Say the population of a city is increasing at a constant rate of 11.5% per year. If the population is currently 2000, estimate how long it will take for the population to reach 3000. Using the formula given, so far I've figured out how many years it…
jaykirby
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Find $r$ for a sum of increasing exponents

Short Version: Find $r$ $$61.051 = \frac{(1-(1+r)^5)}{(1-(1+r))} * 10$$ (The answer is $0.1$. I am looking for the steps/process to find the answer) Detailed Version: Example Scenario: Purchasing Widgets The first widget costs $x. Each subsequent…
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Constant Growth Rate Problem

Say the population of a city is increasing at a constant rate of 11.5% per year. If the population is currently 2000, estimate how long it will take for the population to reach 3000. How can this be solved using the formula below. I know how to…
jaykirby
  • 852
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Life table eliminating specific cause of death

I am trying to understand some formulas in a paper, explaining how to re-calculate a population life table by eliminating a certain cause of death. I have a problem understanding a particular step in their calculations. First, let's denote the…
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How did the periodicity in exponential eliminates other values of a in this equation for FFT ( by Brian Gough)?

Here's the equation : $$W_{N}^{a(2^{n-1}b_{n-1})} =\exp(-2\pi i[a_{n-1}....a_{0}]2^{n-1}b_{n-1}/2^{n})...(16)$$ $$ = \exp(-2\pi i[a_{n-1}...a_{0}]b_{n-1}/2)....(17)$$ $$ = \exp(-2\pi i(2^{n-2}a_{n-1}+...+a_{1}+a_{0}/2)b_{n-1})...(18)$$ $$ =…
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Design an exponential function with two variables (one independent and the 2nd dependent on the first one)

I need an exponential formula to predict a cost based on two variables x1 & x2 (which can be considered the product materials). If we are considering x1 (as size) independent and x2 (weight) dependent on x1, how the function will look? For a single…
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Solving exponential function with linear and quadratic term

I came along this equation in a book for higher education engineering: $$ x\cdot2^x - x^2 = 135 $$ What I know is that there are ways to get a solution numerically. But I‘m pretty sure that there is also an analytical way (besides rather complicated…
Thorben
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Comparing rate constants for 2 exponentials given 3 semi-observable data points per curve

I believe that a certain measure for a reaction, over time, follows an exponential curve of the form: $$ f(t) = ae^{-kt} + b $$ where $t$ corresponds to time. All three parameters, $a$, $k$ and $b$, are positive. From one experiment to the next, all…
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Exponential Growth, half-life time

An exponential growth function has at time $t = 5$ a) the growth factor (I guess that is just the "$\lambda$") of $0.125$ - what is the half life time? b) A growth factor of $64$ - what is the doubling time ("Verdopplungsfaktor")? For a), as far as…
user66280
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Bases with Negative Exponents in Exponential Functions

Is it correct to state that: $$a^x=\frac{1}{a^{-x}}=\left(\frac{1}{a}\right)^{-x}$$ and: $$a^{-x}=\frac{1}{a^{x}}=\left(\frac{1}{a}\right)^{x}$$ Even…