A global optimization algorithm based on the Darwinian evolutionary th
eory is implemented for the identification of modal parameters of line
ar vibrating structures. The capability of the evolutionary search met
hod in locating the global minimum among numerous local minima is demo
nstrated. The modal parameter identification procedure is based on the
concept of modal sweep, according to which modes of a structure are i
dentified individually and iteratively. A fast recursive algorithm is
also developed for forward response calculation of a linear oscillator
to lessen the computational burden of using simulated evolution in th
e iterative identification process. The proposed modal parameter ident
ification approach does not require any initial estimate of parameter
values, Simulation results show that the approach is effective and rel
iable in identifying dominant modes under noisy conditions.