Behavioral systems theory 2026-11-05
Behavioral systems theory describes a dynamical system by the complete set of time histories its variables are allowed to follow. With time set and signal-value set , its behavior is a subset
An equation specifies which functions belong to . It need not initially designate some variables as control inputs and others as plant outputs. Jan C. Willems emphasized physical relations and interconnection by shared variables as a motivation for this viewpoint.[ref]
An original electrical circuit example uses two series resistors, and , followed by a capacitor of capacitance . Let be the common electric current, the total electric potential difference, and the capacitor's electric potential difference. The component laws and connection give
with the numerical equations understood in SI units. These equations define allowed histories without choosing which external variable is imposed.
Eliminating the internal variable gives, for differentiable histories,
Conversely, a pair satisfying this relation can be extended by to satisfy the component equations. Elimination therefore describes exactly the allowed external histories under these regularity assumptions. A prescribed initial electric charge would impose an additional initial constraint.
If the apparatus holds and starts with , it must supply with in seconds. If it instead holds with the same initially uncharged capacitor, the allowed electric current is . These are different experiments on the same component relation. A chosen input–output description remains useful, but its choice follows the connection and experiment rather than being built into the definition of the physical device.
In the general framework, interconnection restricts the allowed histories by requiring designated variables to agree or satisfy connection laws. Keeping internal variables gives a component model; eliminating them gives an external description. This supports reusable models of interconnected electrical circuits, mechanical systems and other dynamical systems without assuming that every connection transmits information in only one direction.
Jan C. Willems 2026-11-05
Jan C. Willems was an electrical engineer and systems theorist whose work helped make dissipativity a general tool for studying dynamical systems. His university-hosted curriculum records an electrical-engineering doctorate at MIT in1968, a systems-and-control professorship at Groningen from1973, and later work as a guest professor at KU Leuven. It records his death on31August2013.[ref]
Figure 1.
Jan C. Willems, portrait linked from his university homepage
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His1972general theory expresses a system's balance using a storage function and supply rate. The formulation compares a change in stored quantity with integrated input supply, allowing physical energy accounting and input–output performance bounds to share one mathematical language.[ref]
An original example illustrates the scientific idea. A2kilogram mass with viscous coefficient3newton-seconds per metre obeys . Its kinetic energy is joules when is expressed in metres per second, and
At constant velocity1metre per second, a3newton force supplies3watts, all dissipated while the stored kinetic energy stays1joule. The dissipativity article develops the general inequality; this simple case shows why its supply and storage terms must be distinguished.
Willems also developed behavioral systems theory, which describes a dynamical system by a family of admissible time histories. His curriculum explains the motivation: an interconnected system need not come with a uniquely privileged division into control inputs and plant outputs. Interconnection can instead impose shared variables and compatibility between trajectories.[ref] The two contributions address complementary questions: which histories are possible, and what balance law must each history obey?