Lyapunov stability theory

E181622

Lyapunov stability theory is a fundamental framework in dynamical systems and control theory that uses energy-like functions to assess the stability of equilibrium points without explicitly solving differential equations.

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Predicate Object
instanceOf concept in control theory
concept in dynamical systems
mathematical theory
stability theory
appliesTo autonomous systems
continuous-time systems
discrete-time systems
linear systems
non-autonomous systems
nonlinear systems
ordinary differential equations
basedOn Lyapunov’s direct method
Lyapunov’s indirect method
characterizes robustness properties of systems
stability of dynamical systems
stability of equilibrium points
developedBy Aleksandr Lyapunov
doesNotRequire explicit solution of differential equations
field applied mathematics
control theory
dynamical systems
nonlinear systems
historicalPeriod late 19th century
namedAfter Aleksandr Lyapunov
provides conditions for asymptotic stability
conditions for exponential stability
conditions for input-to-state stability
conditions for uniform stability
sufficient conditions for stability
relatedTo LaSalle’s invariance principle
Lyapunov candidate function
Lyapunov equation
Lyapunov exponent
linked to: Lyapunov exponents

Lyapunov inequality
usedIn adaptive control
feedback control design
model predictive control analysis
nonlinear control
observer design
robust control
sliding mode control
state estimation stability analysis
usesConcept Lyapunov function
asymptotic stability
energy-like function
equilibrium point
global stability
invariant set
local stability
stability

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Aleksandr Lyapunov notableWork Lyapunov stability theory
Aleksandr Lyapunov notableWork Lyapunov functions
linked to: Lyapunov stability theory
Aleksandr Lyapunov notableConcept Lyapunov stability
linked to: Lyapunov stability theory
Aleksandr Lyapunov notableConcept Lyapunov function
linked to: Lyapunov stability theory
Aleksandr Lyapunov hasHonorificNameIn Lyapunov stability
linked to: Lyapunov stability theory
control theory usesConcept Lyapunov stability
linked to: Lyapunov stability theory
Linear Systems topic Lyapunov stability
linked to: Lyapunov stability theory
Lyapunov stability theory basedOn Lyapunov’s direct method
linked to: Lyapunov stability theory
Lyapunov stability theory basedOn Lyapunov’s indirect method
linked to: Lyapunov stability theory
Lyapunov equation relatedTo Lyapunov stability theory
Lyapunov inequality usedIn Lyapunov stability theory
Lyapunov inequality relatedTo Lyapunov function
linked to: Lyapunov stability theory
Lyapunov inequality relatedTo Lyapunov’s second method
linked to: Lyapunov stability theory
Nonlinear Control Systems covers Lyapunov stability
linked to: Lyapunov stability theory