pub struct EntropicAnalysis {
pub word_length: usize,
pub alphabet_size: usize,
pub ks_entropy: f64,
pub topological_entropy: f64,
}Expand description
Entropy analysis of a dynamical system trajectory.
Provides estimates of Kolmogorov–Sinai (KS) entropy via the symbolic partition method, and topological entropy via the growth rate of the number of distinct symbolic words.
Fields§
§word_length: usizeWord length used for symbolic encoding.
alphabet_size: usizeAlphabet size (number of partition cells).
ks_entropy: f64Estimated KS entropy (bits per unit time).
topological_entropy: f64Estimated topological entropy.
Implementations§
Source§impl EntropicAnalysis
impl EntropicAnalysis
Sourcepub fn from_symbols(
symbols: &[usize],
word_length: usize,
alphabet_size: usize,
) -> Self
pub fn from_symbols( symbols: &[usize], word_length: usize, alphabet_size: usize, ) -> Self
Estimate KS entropy and topological entropy from a symbolic sequence.
symbols is a sequence of partition-cell indices in 0..alphabet_size.
word_length is the window size for word counting (recommend ≥ 4).
Trait Implementations§
Source§impl Clone for EntropicAnalysis
impl Clone for EntropicAnalysis
Source§fn clone(&self) -> EntropicAnalysis
fn clone(&self) -> EntropicAnalysis
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for EntropicAnalysis
impl RefUnwindSafe for EntropicAnalysis
impl Send for EntropicAnalysis
impl Sync for EntropicAnalysis
impl Unpin for EntropicAnalysis
impl UnsafeUnpin for EntropicAnalysis
impl UnwindSafe for EntropicAnalysis
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.