**NOTE: THIS DOCUMENT IS OBSOLETE, PLEASE CHECK THE NEW
VERSION:** "Mathematics of the Discrete
Fourier Transform (DFT), with Audio Applications --- Second
Edition", by Julius
O. Smith III, W3K
Publishing, 2007, ISBN 978-0-9745607-4-8. - Copyright ©
*2017-09-28* by Julius O. Smith III -
Center for Computer Research
in Music and Acoustics (CCRMA), Stanford University

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## Complex Roots

As a simple example, let , , and , i.e.,

As shown in Fig. 2.1, this is a parabola centered at (where) and reaching upward to positive infinity, never going below . It has no zeros. On the other hand, the quadratic formula says that the ''roots'' are given formally by . The square root of any negative number can be expressed as , so the only new algebraic object is . Let's give it a name:

Then, formally, the roots of of are , and we can formally express the polynomial in terms of its roots as

We can think of these as ''imaginary roots'' in the sense that square roots of negative numbers don't really exist, or we can extend the concept of ''roots'' to allow forcomplex numbers, that is, numbers of the form

where and are real numbers, and .It can be checked that all algebraic operations for real numbers

^{2.2}apply equally well to complex numers. Both real numbers and complex numbers are examples of a mathematicalfield. Fields areclosedwith respect to multiplication and addition, and all the rules of algebra we use in manipulating polynomials with real coefficients (and roots) carry over unchanged to polynomials with complex coefficients and roots. In fact, the rules of algebra become simpler for complex numbers because, as discussed in the next section, we canalwaysfactor polynomials completely over the field of complex numbers while we cannot do this over the reals (as we saw in the example ).