Math 2.0

Systems theory; control Definition

Control system

Builds on Ordinary differential equationLipschitz conditionAbsolute continuity

Definition

Let n,m≥1n, m \ge 1, and let U⊆ℝmU \subseteq \R^m be a nonempty closed set, the control set. Let f ⁣:ℝn×U→ℝnf \colon \R^n \times U \to \R^n be continuous and locally Lipschitz in xx, locally uniformly in uu. The control system given by ff is the equation x′(t)=f(x(t),u(t)).x'(t) = f(x(t), u(t)). An admissible control on an interval [0,T][0, T] is a measurable, essentially bounded function u ⁣:[0,T]→Uu \colon [0, T] \to U. A trajectory for uu is an absolutely continuous function x ⁣:[0,T]→ℝnx \colon [0, T] \to \R^n that satisfies the equation for almost every t∈[0,T]t \in [0, T]. Often a control system also has an output y(t)=h(x(t))y(t) = h(x(t)) with a map h ⁣:ℝn→ℝph \colon \R^n \to \R^p.

Remarks

Fix an admissible control uu and an initial state x(0)=x0x(0) = x_0. Then the equation is an ordinary differential equation in the sense of Carathéodory, and it has a unique trajectory on some interval [0,τ)[0, \tau). The most important case is the linear system x′=Ax+Bux' = A x + B u with matrices A∈ℝn×nA \in \R^{n \times n} and B∈ℝn×mB \in \R^{n \times m}. Example: the double integrator x1′=x2x_1' = x_2, x2′=ux_2' = u with U=[−1,1]U = [-1, 1] is linear, with A=(0100)A = \begin{pmatrix} 0 & 1 \\ 0 & 0 \end{pmatrix} and B=(01)B = \begin{pmatrix} 0 \\ 1 \end{pmatrix}; the control u=1u = 1 on [0,1)[0, 1) and u=−1u = -1 on [1,2][1, 2] is admissible. Non-example: u(t)=1/tu(t) = 1/t for t∈(0,1]t \in (0, 1] is not an admissible control for U=ℝU = \R on [0,1][0, 1], because it is not essentially bounded. Some authors allow locally integrable controls, or controls of a smaller class such as piecewise continuous ones.

Reading path

To understand this page from the ground up, read these 4 pages in order. The foundations come first.

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  1. Absolute continuity concept
  2. Lipschitz condition concept
  3. Ordinary differential equation concept
  4. Control system definition

Further reading

  1. Web https://en.wikipedia.org/wiki/Control_theory
About this page
TagSBQVGQPXT1
URIm2://SBQVGQPXT1
Kinddefinition
WritingW0 stub
MSC93C15, 34H05, 93C10
DefinesControl system
UsesOrdinary differential equation, Lipschitz condition, Absolute continuity
Changed2 November 2026

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