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Exponential decay

From Academic Kids

A quantity is said to be subject to exponential decay if it decreases at a rate proportional to its value. Symbolically, this can be expressed as the following differential equation, where N is the quantity and λ is a positive number called the decay constant:

<math>\frac{dN}{dt} = -\lambda N.<math>

The solution to this equation is:

<math>N = Ce^{-\lambda t}. \,<math>

This is the form of the equation that is most commonly used to describe exponential decay. The constant of integration <math>C<math> is often written <math>N_0<math> since it denotes the original quantity.

Contents

Solution of the differential equation

The equation that describes exponential decay is:

<math>\frac{dN}{dt} = -\lambda N<math>
<math>\frac{dN}{N} = -\lambda dt<math>

Integrating, we have:

<math>\ln N = -\lambda t + D \,<math>
<math>N = Ce^{-\lambda t} \,<math>

where <math>C = e^D<math>

Half-life and average lifetime

An important characteristic of exponential decay is the time required for the decaying quantity to fall to one half of its initial value. This time is called the half-life, and often denoted by the symbol <math>t_{1/2}<math>. The equation describing half-life is:

<math>t_{1/2} = \frac{\ln 2}{\lambda}<math>

Some forms of exponential decay have an alternative characterization. If the decaying quantity is the number of discrete elements of a set, it is possible to compute the average length of time for which an element remains in the set. This is called the mean lifetime, and is described by the following equation:

<math>\tau = \frac{1}{\lambda}<math>

The following table shows the reduction of the quantity in terms of the number of half-lives elapsed.

Half-lives Percent of quantity remaining
0 100%
1 50
2 25
3 12.5
4 6.25
5 3.125
6 1.5625
7 0.78125%

Applications

Exponential decay occurs in a wide variety of situations. Most of these fall into the domain of the natural sciences. Any application of mathematics to the social sciences or humanities is risky and uncertain, because of the extraordinary complexity of human behavior. However, a few broadly exponential phenomena have been identified there as well.

  • In a sample of radionuclides or other particles that undergo radioactive decay to a different state, the number of particles in the original state follows exponential decay.
  • If an object at one temperature is exposed to a medium of another temperature, the temperature difference between the object and the medium follows exponential decay. See also Newton's law of cooling.
  • In pharmacology and toxicology, it is found that the body metabolizes many administered substances in an exponential manner. The "half-life" of a drug is a measure of how quickly the drug is metabolized by the body.
  • The field of glottochronology attempts to determine the time elapsed since the divergence of two languages from a common root, using the assumption that the similarity between them decreases at a predictable rate, such as an exponential one.
  • The popularity of fads, fashions and other cultural memes (for instance, attendance of popular films) often decays exponentially.

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