Examine the theoretical framework of control systems engineering, elucidating concepts such as feedback, stability, controllability, and observability. Discuss the mathematical tools and techniques employed in the analysis and design of control systems, including transfer functions, state-space representation, and frequency domain methods. Illustrate the relevance of control theory in diverse domains such as robotics, aerospace, and industrial automation.