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HessianMethod

Enum HessianMethod 

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pub enum HessianMethod {
    DirectPsb,
    InverseBfgs,
    Bofill,
    Powell,
    BfgsPowellMix,
}
Expand description

Hessian update method for geometry optimization.

Determines how the Hessian matrix (or its inverse) is stored and updated at each optimization step. The choice affects convergence behavior, especially near crossing points.

Variants§

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DirectPsb

Direct Hessian + PSB (Powell-Symmetric-Broyden) update. Stores the full Hessian H (Ha/Ų), solves H·dk = -g via LU. Recommended for MECP. Required for blend optimizer.

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InverseBfgs

Inverse H⁻¹ + BFGS update (Fortran-style). Stores H⁻¹ (Ų/Ha), computes step as H⁻¹·g via multiply. Incompatible with blend optimizer.

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Bofill

Bofill weighted update for saddle-point-like crossings. Direct Hessian. Blends Powell and Murtagh-Sargent.

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Powell

Powell symmetric rank-one (SR1) update. Direct Hessian.

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BfgsPowellMix

Adaptive BFGS/Powell blend with Bofill weighting. Direct Hessian.

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impl HessianMethod

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pub fn is_direct(&self) -> bool

Returns true if this method stores a direct Hessian H (not inverse).

Direct Hessian methods solve linear systems H·e = F to compute error vectors. They are required for the blend optimizer.

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pub fn is_inverse(&self) -> bool

Returns true if this method stores an inverse Hessian H⁻¹.

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impl Clone for HessianMethod

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fn clone(&self) -> HessianMethod

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 HessianMethod

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

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for HessianMethod

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl PartialEq for HessianMethod

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fn eq(&self, other: &HessianMethod) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Serialize for HessianMethod

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
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impl StructuralPartialEq for HessianMethod

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> Same for T

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type Output = T

Should always be Self
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impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

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fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more
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fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).
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fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.
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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.
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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

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impl<T> Scalar for T
where T: 'static + Clone + PartialEq + Debug,