
High-dimensional systems that have a low-dimensional dominant behavior allow for model reduction and simplified analysis. We use differential analysis to formalize this important concept in a nonlinear setting. We show that dominance can be studied through linear dissipation inequalities and an interconnection theory that closely mimics the classical analysis of stability by means of dissipativity theory. In this approach, stability is seen as the particular situation where the dominant behavior is 0-dimensional. The generalization opens novel tractable avenues to study multistability through 1-dominance and limit cycle oscillations through 2-dominance.
4007 Control Engineering, Mechatronics and Robotics, Optimization and Control (math.OC), FOS: Electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Systems and Control (eess.SY), Dynamical Systems (math.DS), Mathematics - Dynamical Systems, Electrical Engineering and Systems Science - Systems and Control, Mathematics - Optimization and Control, 40 Engineering
4007 Control Engineering, Mechatronics and Robotics, Optimization and Control (math.OC), FOS: Electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Systems and Control (eess.SY), Dynamical Systems (math.DS), Mathematics - Dynamical Systems, Electrical Engineering and Systems Science - Systems and Control, Mathematics - Optimization and Control, 40 Engineering
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