A number of different measures of complexity have been described, disc
ussed, and applied to the logistic map. A classification of these meas
ures has been proposed, distinguishing homogeneous and generating part
itions in phase space as well as structural and dynamical elements of
the considered measure. The specific capabilities of particular measur
es to detect particular types of behavior of dynamical systems have be
en investigated and compared with each other.