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dynamikker

Dynamikker is the study of systems that evolve over time according to rules. It is a broad field spanning mathematics, physics, engineering, and beyond, encompassing both the qualitative behavior of systems and quantitative predictions.

A dynamical system is described by a state variable x in a state space and a rule

Central concepts include fixed points (states that do not change), stability (whether small perturbations decay or

Applications include classical mechanics and celestial dynamics, population biology (logistic growth, predator–prey models), epidemiology, chemical kinetics,

The field has roots in 19th-century work by Poincaré and has developed through the 20th century with

that
specifies
how
x
changes
over
time.
In
continuous
time,
x'(t)
=
f(x(t),
t);
in
discrete
time,
x_{n+1}
=
f(x_n,
n).
System
behavior
can
be
deterministic,
with
a
unique
future
from
a
given
initial
state,
or
stochastic,
with
inherent
randomness.
grow),
attractors
(states
or
sets
that
trajectories
approach),
limit
cycles
(repeating
dynamics),
and
chaotic
behavior
(sensitive
dependence
on
initial
conditions).
Nonlinear
dynamics
can
exhibit
complex
patterns
and
bifurcations,
where
small
changes
in
parameters
qualitatively
change
the
behavior.
climate
and
fluid
dynamics,
electrical
engineering,
economics,
and
neuroscience.
Methods
range
from
analytical
techniques
for
solvable
models
to
qualitative
theory
via
phase
portraits
and
to
numerical
simulations
for
complex
systems.
contributions
from
Lyapunov,
Kolmogorov,
Smale,
Lorenz,
and
others.
Dynamics
provides
tools
to
understand
stability,
long-term
behavior,
and
how
systems
respond
to
perturbations
across
diverse
disciplines.