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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Finding Number of COVID Re-transmissions

I had a thought to estimate how many times a virus is transmitted, on average, before infecting a given individual. For instance, if Sample Virus has a re-transmission rate of 2, and a total infected population of 15, we can guess the virus has…
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Exponential equation problem, where bases are not the same.

$(3/4)^{2x-1}= (4/3)^{x-2}$ How do i get the bases to be the same? My teacher just added a $-1$ and everything magically turned to $(3/4)^{2-x}$, How did this happen?
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Solving equations of the form $axe^x+bx+c=0$

Recently, I am trying to derive an algorithm where one step requires me to solve the equation of the form $axe^x+bx+c=0$ where $a, b, c$ are all constant and $x$ is a scalar variable. Any help would be appreciated.
Jingx
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Modeling a linear and exponential change concurrently

Suppose I have $M$ dollars and I buy an item that costs $M$ dollars. Instead of handing over the money all at once, I take a zero-interest loan of $M$ dollars for $T$ years. Payback is continuous and linear so that after time $t$ years I have repaid…
Ben S.
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How are these exponential functions converted to sine/cosine

$$3\cdot\exp\left(-\mathbf{j}r\dfrac{2\pi}5(-2)\right) + 3\cdot\exp\left(-\mathbf{j}r\dfrac{2\pi}5(2)\right)$$ This expression is transformed into $6\cos(4\pi r/5)$. So my question is how was this done? I thought perhaps it was some variation of…
Rp22
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Exponential relationship issue

I read this relation and I am not sure why this is true, is it I can't see why it would be? $$(e^{ -i\pi/2})^{ -ix}\approx ie^{-\pi x/2} $$ I get that $e^{i\pi/2}=-i$, but I can't see why this relation would be true.
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Sigmoid Function

Typically sigmoid function is calculated as 1/(1 + exp(-x)) I see sometimes it is calculated as 1 - 1/(1 + exp(x)) or even exp(x)/(1 + exp(x)) Could you clarify the difference please?
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Best way to do exponential regression with ranged x values

Given the following data What is the best way to exponential regression to function $f(x) = Ce^{kx}$. I thought of replacing the ranges with the value in the middle so that for example $0 \leq x <1$ becomes $0.5$. But what is the correct way to do…
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How to find the inverse of an expotential

Please tell me how to find the solution for this. $$y= 3 + x + e^{x}$$ The range or the domain is not given. I'm just asked to find the inverse function of this.
Toiya
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Propagation of infections

In India, the newspapers are reporting that without lockdown $1$ person will infect $406$ persons in $30$ days. The newspapers are also reporting that the Mathematical factor for this growth is $1.5$ to $4$. I tried to figure this out by plugging in…
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Intercept between an Exponential and Sinusoidal Function

I need to find the intercept point between a function $V_C=325.6 e^{t/0.22}$ and $V=325.6 \sin(2\pi\cdot 50t)$. I tried solving for $t$ in both equations and then solving when $V=V_C$ but i couldn't find a way to solve it. If it helps, the first…
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How do I prove that $a^{\log_a(b)}=b$?

All in the title basically. Not sure how to prove $a^{\log_a(b)}=b$. Don't know how to use the rules to get that.
Sydon
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What are the last two digits of 1^5 + 2^5 + 3^5 + ... +99^5?

What are the last two digits of 1^5 + 2^5 + 3^5 + ... +99^5? My work: 1^5 ends with 1. 2^5 ends with 2. 3^5 ends with 3. And so on. Do I simply add the ending digits to get my answer?
Dora
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Find y values along decaying exponential curve that has defined points

This is a programming issue I have where I need to be able to retrieve the y value at the specific x point of a decaying exponential curve. The limits of the curve are set as 0,2.44 and 50000,1.31 and I would potentially like to be able to change…
srt
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I want to estimate the incremental increase in turnover for an extra product option

For example: A shop sells sandwiches. They find that if they sell $3$ types of sandwiches they sell more than they would if they only sold $2$ types of sandwiches. However the increase in turnover between $2$ and $3$ is much greater than the…