Complex roots arise when solving polynomial equations with real coefficients that have no real solutions, typically appearing in conjugate pairs. They are represented in the form a + bi, where i is the imaginary unit, and are essential in fields such as engineering and physics for analyzing oscillatory systems and waveforms.