Discuss the theoretical principles of nonlinear structural dynamics, focusing on topics such as chaos theory, bifurcation analysis, and limit cycle behavior, and discussing their applications in predicting and analyzing the dynamic response of structures under large deformations and nonlinear loading conditions.