Struct num_dual::HyperDualVec

pub struct HyperDualVec<T: DualNum<F>, F, M: Dim, N: Dim>
where
    DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,
{
    pub re: T,
    pub eps1: Derivative<T, F, M, U1>,
    pub eps2: Derivative<T, F, U1, N>,
    pub eps1eps2: Derivative<T, F, M, N>,
    /* private fields */
}

A vector hyper-dual number for the calculation of partial Hessians.

Fields

re: T

Real part of the hyper-dual number

eps1: Derivative<T, F, M, U1>

Gradient part of the hyper-dual number

eps2: Derivative<T, F, U1, N>

Gradient part of the hyper-dual number

eps1eps2: Derivative<T, F, M, N>

Partial Hessian part of the hyper-dual number

Implementations

impl<T: DualNum<F>, F, M: Dim, N: Dim> HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

pub fn new( re: T, eps1: Derivative<T, F, M, U1>, eps2: Derivative<T, F, U1, N>, eps1eps2: Derivative<T, F, M, N> ) -> Self

Create a new hyper-dual number from its fields.

impl<T: DualNum<F>, F, M: Dim, N: Dim> HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

pub fn from_re(re: T) -> Self

Create a new hyper-dual number from the real part.

Trait Implementations

impl<'a, 'b, T: DualNum<F>, F: Float, M: Dim, N: Dim> Add<&'a HyperDualVec<T, F, M, N>> for &'b HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the + operator.

fn add(self, other: &HyperDualVec<T, F, M, N>) -> HyperDualVec<T, F, M, N>

Performs the + operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Add<&HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the + operator.

fn add(self, rhs: &HyperDualVec<T, F, M, N>) -> Self::Output

Performs the + operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> Add<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the + operator.

fn add(self, other: F) -> Self

Performs the + operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Add<HyperDualVec<T, F, M, N>> for &HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the + operator.

fn add(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the + operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Add for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the + operator.

fn add(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the + operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> AddAssign<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn add_assign(&mut self, other: F)

Performs the += operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> AddAssign for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn add_assign(&mut self, other: Self)

Performs the += operation.

impl<T: Clone + DualNum<F>, F: Clone, M: Clone + Dim, N: Clone + Dim> Clone for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

fn clone(&self) -> HyperDualVec<T, F, M, N>

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl<T: Debug + DualNum<F>, F: Debug, M: Debug + Dim, N: Debug + Dim> Debug for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

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

Formats the value using the given formatter.

impl<T: DualNum<F>, F: Display, M: Dim, N: Dim> Display for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

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

Formats the value using the given formatter.

impl<'a, 'b, T: DualNum<F>, F: Float, M: Dim, N: Dim> Div<&'a HyperDualVec<T, F, M, N>> for &'b HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the / operator.

fn div(self, other: &HyperDualVec<T, F, M, N>) -> HyperDualVec<T, F, M, N>

Performs the / operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Div<&HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the / operator.

fn div(self, rhs: &HyperDualVec<T, F, M, N>) -> Self::Output

Performs the / operation.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> Div<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the / operator.

fn div(self, other: F) -> Self

Performs the / operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Div<HyperDualVec<T, F, M, N>> for &HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the / operator.

fn div(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the / operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Div for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the / operator.

fn div(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the / operation.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> DivAssign<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn div_assign(&mut self, other: F)

Performs the /= operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> DivAssign for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn div_assign(&mut self, other: Self)

Performs the /= operation.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> DualNum<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

const NDERIV: usize = _

Highest derivative that can be calculated with this struct

fn re(&self) -> F

Real part (0th derivative) of the number

fn recip(&self) -> Self

Reciprocal (inverse) of a number 1/x.

fn powi(&self, exp: i32) -> Self

Power with integer exponent x^n

fn powf(&self, n: F) -> Self

Power with real exponent x^n

fn sqrt(&self) -> Self

Square root

fn cbrt(&self) -> Self

Cubic root

fn exp(&self) -> Self

Exponential e^x

fn exp2(&self) -> Self

Exponential with base 2 2^x

fn exp_m1(&self) -> Self

Exponential minus 1 e^x-1

fn ln(&self) -> Self

Natural logarithm

fn log(&self, base: F) -> Self

Logarithm with arbitrary base

fn log2(&self) -> Self

Logarithm with base 2

fn log10(&self) -> Self

Logarithm with base 10

fn ln_1p(&self) -> Self

Logarithm on x plus one ln(1+x)

fn sin(&self) -> Self

Sine

fn cos(&self) -> Self

Cosine

fn sin_cos(&self) -> (Self, Self)

Calculate sine and cosine simultaneously

fn tan(&self) -> Self

Tangent

fn asin(&self) -> Self

Arcsine

fn acos(&self) -> Self

Arccosine

fn atan(&self) -> Self

Arctangent

fn sinh(&self) -> Self

Hyperbolic sine

fn cosh(&self) -> Self

Hyperbolic cosine

fn tanh(&self) -> Self

Hyperbolic tangent

fn asinh(&self) -> Self

Area hyperbolic sine

fn acosh(&self) -> Self

Area hyperbolic cosine

fn atanh(&self) -> Self

Area hyperbolic tangent

fn sph_j0(&self) -> Self

0th order spherical Bessel function of the first kind

fn sph_j1(&self) -> Self

1st order spherical Bessel function of the first kind

fn sph_j2(&self) -> Self

2nd order spherical Bessel function of the first kind

fn mul_add(&self, a: Self, b: Self) -> Self

Fused multiply-add

fn powd(&self, exp: Self) -> Self

Power with dual exponent x^n

impl<T: DualNum<F>, F: Float + FloatConst, M: Dim, N: Dim> FloatConst for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn E() -> Self

Return Euler’s number.

fn FRAC_1_PI() -> Self

Return 1.0 / π.

fn FRAC_1_SQRT_2() -> Self

Return 1.0 / sqrt(2.0).

fn FRAC_2_PI() -> Self

Return 2.0 / π.

fn FRAC_2_SQRT_PI() -> Self

Return 2.0 / sqrt(π).

fn FRAC_PI_2() -> Self

Return π / 2.0.

fn FRAC_PI_3() -> Self

Return π / 3.0.

fn FRAC_PI_4() -> Self

Return π / 4.0.

fn FRAC_PI_6() -> Self

Return π / 6.0.

fn FRAC_PI_8() -> Self

Return π / 8.0.

fn LN_10() -> Self

Return ln(10.0).

fn LN_2() -> Self

Return ln(2.0).

fn LOG10_E() -> Self

Return log10(e).

fn LOG2_E() -> Self

Return log2(e).

fn PI() -> Self

Return Archimedes’ constant π.

fn SQRT_2() -> Self

Return sqrt(2.0).

fn TAU() -> Self

where Self: Sized + Add<Output = Self>,

Return the full circle constant τ.

fn LOG10_2() -> Self

where Self: Sized + Div<Output = Self>,

Return log10(2.0).

fn LOG2_10() -> Self

where Self: Sized + Div<Output = Self>,

Return log2(10.0).

impl<T: DualNum<F>, F, M: Dim, N: Dim> From<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn from(float: F) -> Self

Converts to this type from the input type.

impl<T: DualNum<F>, F: Float + FromPrimitive, M: Dim, N: Dim> FromPrimitive for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn from_isize(n: isize) -> Option<Self>

Converts an isize to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_i8(n: i8) -> Option<Self>

Converts an i8 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_i16(n: i16) -> Option<Self>

Converts an i16 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_i32(n: i32) -> Option<Self>

Converts an i32 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_i64(n: i64) -> Option<Self>

Converts an i64 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_i128(n: i128) -> Option<Self>

Converts an i128 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_usize(n: usize) -> Option<Self>

Converts a usize to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_u8(n: u8) -> Option<Self>

Converts an u8 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_u16(n: u16) -> Option<Self>

Converts an u16 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_u32(n: u32) -> Option<Self>

Converts an u32 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_u64(n: u64) -> Option<Self>

Converts an u64 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_u128(n: u128) -> Option<Self>

Converts an u128 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_f32(n: f32) -> Option<Self>

Converts a f32 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

fn from_f64(n: f64) -> Option<Self>

Converts a f64 to return an optional value of this type. If the value cannot be represented by this type, then None is returned.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> Inv for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The result after applying the operator.

fn inv(self) -> Self

Returns the multiplicative inverse of self.

impl<'a, 'b, T: DualNum<F>, F: Float, M: Dim, N: Dim> Mul<&'a HyperDualVec<T, F, M, N>> for &'b HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the * operator.

fn mul(self, other: &HyperDualVec<T, F, M, N>) -> HyperDualVec<T, F, M, N>

Performs the * operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Mul<&HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the * operator.

fn mul(self, rhs: &HyperDualVec<T, F, M, N>) -> Self::Output

Performs the * operation.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> Mul<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the * operator.

fn mul(self, other: F) -> Self

Performs the * operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Mul<HyperDualVec<T, F, M, N>> for &HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the * operator.

fn mul(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the * operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Mul for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the * operator.

fn mul(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the * operation.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> MulAssign<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn mul_assign(&mut self, other: F)

Performs the *= operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> MulAssign for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn mul_assign(&mut self, other: Self)

Performs the *= operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Neg for &HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn neg(self) -> Self::Output

Performs the unary - operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Neg for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn neg(self) -> Self

Performs the unary - operation.

impl<T: DualNum<F> + Signed, F: Float, M: Dim, N: Dim> Num for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type FromStrRadixErr = <F as Num>::FromStrRadixErr

fn from_str_radix( _str: &str, _radix: u32 ) -> Result<Self, Self::FromStrRadixErr>

Convert from a string and radix (typically 2..=36).

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> One for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn one() -> Self

Returns the multiplicative identity element of Self, 1.

fn is_one(&self) -> bool

Returns true if self is equal to the multiplicative identity.

fn set_one(&mut self)

Sets self to the multiplicative identity element of Self, 1.

impl<T: PartialEq + DualNum<F>, F: PartialEq, M: PartialEq + Dim, N: PartialEq + Dim> PartialEq for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

fn eq(&self, other: &HyperDualVec<T, F, M, N>) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl<'a, T: DualNum<F>, F: Float, M: Dim, N: Dim> Product<&'a HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn product<I>(iter: I) -> Self

where I: Iterator<Item = &'a HyperDualVec<T, F, M, N>>,

Method which takes an iterator and generates Self from the elements by multiplying the items.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Product for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn product<I>(iter: I) -> Self

where I: Iterator<Item = Self>,

Method which takes an iterator and generates Self from the elements by multiplying the items.

impl<'a, 'b, T: DualNum<F>, F, M: Dim, N: Dim> Rem<&'a HyperDualVec<T, F, M, N>> for &'b HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the % operator.

fn rem(self, _other: &HyperDualVec<T, F, M, N>) -> HyperDualVec<T, F, M, N>

Performs the % operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Rem<&HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the % operator.

fn rem(self, rhs: &HyperDualVec<T, F, M, N>) -> Self::Output

Performs the % operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> Rem<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the % operator.

fn rem(self, _other: F) -> Self

Performs the % operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Rem<HyperDualVec<T, F, M, N>> for &HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the % operator.

fn rem(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the % operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Rem for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the % operator.

fn rem(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the % operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> RemAssign<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn rem_assign(&mut self, _other: F)

Performs the %= operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> RemAssign for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn rem_assign(&mut self, _other: Self)

Performs the %= operation.

impl<T: DualNum<F>, F: DualNumFloat, M: Dim, N: Dim> Signed for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn abs(&self) -> Self

Computes the absolute value.

fn abs_sub(&self, other: &Self) -> Self

The positive difference of two numbers.

fn signum(&self) -> Self

Returns the sign of the number.

fn is_positive(&self) -> bool

Returns true if the number is positive and false if the number is zero or negative.

fn is_negative(&self) -> bool

Returns true if the number is negative and false if the number is zero or positive.

impl<'a, 'b, T: DualNum<F>, F: Float, M: Dim, N: Dim> Sub<&'a HyperDualVec<T, F, M, N>> for &'b HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn sub(self, other: &HyperDualVec<T, F, M, N>) -> HyperDualVec<T, F, M, N>

Performs the - operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Sub<&HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn sub(self, rhs: &HyperDualVec<T, F, M, N>) -> Self::Output

Performs the - operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> Sub<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn sub(self, other: F) -> Self

Performs the - operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Sub<HyperDualVec<T, F, M, N>> for &HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn sub(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the - operation.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Sub for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

type Output = HyperDualVec<T, F, M, N>

The resulting type after applying the - operator.

fn sub(self, rhs: HyperDualVec<T, F, M, N>) -> Self::Output

Performs the - operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> SubAssign<F> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn sub_assign(&mut self, other: F)

Performs the -= operation.

impl<T: DualNum<F>, F, M: Dim, N: Dim> SubAssign for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn sub_assign(&mut self, other: Self)

Performs the -= operation.

impl<'a, T: DualNum<F>, F: Float, M: Dim, N: Dim> Sum<&'a HyperDualVec<T, F, M, N>> for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn sum<I>(iter: I) -> Self

where I: Iterator<Item = &'a HyperDualVec<T, F, M, N>>,

Method which takes an iterator and generates Self from the elements by “summing up” the items.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Sum for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn sum<I>(iter: I) -> Self

where I: Iterator<Item = Self>,

Method which takes an iterator and generates Self from the elements by “summing up” the items.

impl<T: DualNum<F>, F: Float, M: Dim, N: Dim> Zero for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, U1, M> + Allocator<T, M, M> + Allocator<T, N> + Allocator<T, U1, N> + Allocator<T, N, N> + Allocator<T, M, N>,

fn zero() -> Self

Returns the additive identity element of Self, 0.

fn is_zero(&self) -> bool

Returns true if self is equal to the additive identity.

fn set_zero(&mut self)

Sets self to the additive identity element of Self, 0.

impl<T: DualNum<F> + Copy, F: Copy, const M: usize, const N: usize> Copy for HyperDualVec<T, F, Const<M>, Const<N>>

impl<T: Eq + DualNum<F>, F: Eq, M: Eq + Dim, N: Eq + Dim> Eq for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,

impl<T: DualNum<F>, F, M: Dim, N: Dim> StructuralPartialEq for HyperDualVec<T, F, M, N>

where DefaultAllocator: Allocator<T, M> + Allocator<T, M, N> + Allocator<T, U1, N>,