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FunctionAlgebraElement

Struct FunctionAlgebraElement 

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pub struct FunctionAlgebraElement {
    pub values: Vec<f64>,
}
Expand description

Represents a function in a function algebra, stored as a lookup table.

This models C(K) – the algebra of continuous functions on a compact set K, approximated by sampling at discrete points.

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§values: Vec<f64>

Sampled function values at equally-spaced points in [0, 1].

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impl FunctionAlgebraElement

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pub fn from_fn<F: Fn(f64) -> f64>(f: F, n: usize) -> Self

Create from a Rust closure, sampling at n equally-spaced points in [0,1].

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pub fn add(&self, other: &FunctionAlgebraElement) -> FunctionAlgebraElement

Pointwise addition: (f + g)(x) = f(x) + g(x).

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pub fn multiply(&self, other: &FunctionAlgebraElement) -> FunctionAlgebraElement

Pointwise multiplication: (f * g)(x) = f(x) * g(x).

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pub fn scale(&self, c: f64) -> FunctionAlgebraElement

Scalar multiplication: (c * f)(x) = c * f(x).

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pub fn sup_norm(&self) -> f64

The supremum norm: ||f||_inf = max |f(x)|.

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pub fn l2_norm(&self) -> f64

The L2 norm (approximated by the trapezoidal rule on the samples).

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pub fn compose(&self, g: &FunctionAlgebraElement) -> FunctionAlgebraElement

Composition: (f o g)(x) = f(g(x)).

Since we store sampled values, we interpolate g’s output to find f’s value. Clamps g’s output to [0, 1] for lookups.

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pub fn one(n: usize) -> Self

The multiplicative identity in C(K): the constant function 1.

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pub fn zero_fn(n: usize) -> Self

The zero element in C(K): the constant function 0.

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impl Clone for FunctionAlgebraElement

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fn clone(&self) -> FunctionAlgebraElement

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FunctionAlgebraElement

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.