# This Quantum World/Appendix/Mathematical tools

## Mathematical tools[edit]

### Elements of calculus[edit]

#### A definite integral[edit]

Imagine an object that is free to move in one dimension — say, along the axis. Like every physical object, it has a more or less fuzzy position (relative to whatever reference object we choose). For the purpose of describing its fuzzy position, quantum mechanics provides us with a probability density This depends on actual measurement outcomes, and it allows us to calculate the probability of finding the particle in any given interval of the axis, provided that an appropriate measurement is made. (Remember our mantra: the mathematical formalism of quantum mechanics serves to assign probabilities to possible measurement outcomes on the basis of actual outcomes.)

We call a probability *density* because it represents a probability per unit length. The probability of finding in the interval between and is given by the area between the graph of the axis, and the vertical lines at and respectively. How do we calculate this area? The trick is to cover it with narrow rectangles of width

The area of the first rectangle from the left is the area of the second is and the area of the last is For the sum of these areas we have the shorthand notation

It is not hard to visualize that if we increase the number of rectangles and at the same time decrease the width of each rectangle, then the sum of the areas of all rectangles fitting under the graph of between and gives us a better and better approximation to the area and thus to the probability of finding in the interval between and As tends toward 0 and tends toward infinity (), the above sum tends toward the *integral*

We sometimes call this a *definite* integral to emphasize that it's just a number. (As you can guess, there are also *indefinite* integrals, which you will learn more about later.) The uppercase delta has turned into a indicating that is an infinitely small (or *infinitesimal*) width, and the summation symbol (the uppercase sigma) has turned into an elongated S indicating that we are adding infinitely many infinitesimal areas.

Don't let the term "infinitesimal" scare you. An infinitesimal quantity means nothing by itself. It is the *combination* of the integration symbol with the infinitesimal quantity that makes sense as a *limit*, in which grows above any number however large, (and hence the area of each rectangle) shrinks below any (positive) number however small, while the sum of the areas tends toward a well-defined, finite number.