How does the exponential function work?

In summary, the exponential function is a special function with properties that make it useful in various fields such as information theory, statistics, science, and mathematics. It has connections to other functions and concepts such as complex numbers, hyperbolic functions, and geometric algebra. In mathematics, it is used for linear differential equations and results in linear algebra. In statistics, it is used for distributions and integral transforms. Additionally, the exponential function helps in understanding numbers and their properties, such as the construction of the real numbers and classification of numbers. It is important to conduct research before asking general questions about the exponential function.
  • #1
martin f
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How does the exponential function work
 
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  • #2
martin f said:
How does the exponential function work

Hey martin f and welcome to the forums.

The exponential function works like any other normal function and has a specific value that is > 0 for the entire real line (all real numbers positive and negative).

The function though has special properties that make it useful for a variety of purposes including information theory, statistics, science (like physics, biology, and chemistry) as well as in mathematics (applied and also for more theoretical kinds).

Through complex numbers it allows one to relate the trigonometric functions to the exponential in the complex plane. It also has a natural analog to the hyperbolic functions that underly things like special-relativity as well as non-euclidean geometry. Together hyperbolic and trigonometric frameworks are used to generalize geometry.

As mentioned before, it comes up nearly everywhere in analysis and in various ways theoretically because of many reasons including the derivative properties that make it useful for considering linear differential equations as well as results in linear algebra.

It's naturally related to geometric algebra due to the nature of the geometric product that is now being strongly looked at in modern physics.

In statistics its used for the Gaussian, exponential, and other distributions. It's also the foundation for other Gaussian type representations like the heat equation in partial differential equations, and is related to the concept of frequency in integral transforms.

One really important thing though about the exponential function though is how it ends up giving us insights about exponentiation. This might seem kind of obvious, but this concept has helped solidify the understanding of numbers from the integers all the way to the complex numbers which underlies our current understanding of quantity and variability, because exponentiation symbolically can produce every kind of quantity and knowing how to classify these with respect to symbolic notation is what theoretical mathematicians work on when attempting to construct numbers algebraically (often as rational numbers or functions of rational numbers like an infinite series).

Because of this, it gives a lot of research and investigation into the construction of the real numbers and classification therein (an example is the classification of whether a number is transcendental or not, and many numbers that are calculable often with infinite-series definitions haven't been shown to be transcendental let alone intervals like [0,1] with all real numbers).
 
  • #3
Please conduct your own research first before coming here and asking very general questions. There is a lot of information available on the internet which you can review. For example, go to http://www.khanacademy.org/

If you have researched the subject and have more specific questions, then you are welcome to post.
 

1. What is the exponential function?

The exponential function is a mathematical function of the form f(x) = a^x, where 'a' is a constant and 'x' is a variable. It is commonly used to describe the growth or decay of a quantity over time.

2. What is the difference between exponential growth and exponential decay?

Exponential growth occurs when the value of 'a' in the exponential function is greater than 1, resulting in an increasing output as 'x' increases. On the other hand, exponential decay occurs when the value of 'a' is between 0 and 1, resulting in a decreasing output as 'x' increases.

3. How is the exponential function used in science?

The exponential function is used in various fields of science, such as biology, chemistry, physics, and economics. It is used to model population growth, radioactive decay, compound interest, and many other natural phenomena.

4. What are some real-life examples of the exponential function?

Some real-life examples of the exponential function include the growth of bacteria in a petri dish, the spread of a virus in a population, the decay of a radioactive substance, and the growth of a savings account with compound interest.

5. How is the exponential function related to logarithms?

The exponential function and logarithms are inverse functions of each other. This means that for any given value of 'x', the value of the exponential function can be found using the logarithm, and vice versa. This relationship allows for easier calculations in solving exponential equations.

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