org.hipparchus.analysis.differentiation.FieldGradient<T>

Type Parameters:: T - the type of the function parameters and value

All Implemented Interfaces:: DifferentialAlgebra, FieldDerivative<T,FieldGradient<T>>, FieldDerivative1<T,FieldGradient<T>>, CalculusFieldElement<FieldGradient<T>>, FieldElement<FieldGradient<T>>

public class FieldGradient<T extends CalculusFieldElement<T>> extends Object implements FieldDerivative1<T,FieldGradient<T>>

Class representing both the value and the differentials of a function.

This class is a stripped-down version of FieldDerivativeStructure with derivation order limited to one. It should have less overhead than FieldDerivativeStructure in its domain.

This class is an implementation of Rall's numbers. Rall's numbers are an extension to the real numbers used throughout mathematical expressions; they hold the derivative together with the value of a function.

FieldGradient instances can be used directly thanks to the arithmetic operators to the mathematical functions provided as methods by this class (+, -, *, /, %, sin, cos ...).

Implementing complex expressions by hand using these classes is a tedious and error-prone task but has the advantage of having no limitation on the derivation order despite not requiring users to compute the derivatives by themselves.

Instances of this class are guaranteed to be immutable.

Since:

1.7

See Also:

Constructor Summary

Constructors

Constructor

Description

FieldGradient(FieldDerivativeStructure<T> ds)

Build an instance from a DerivativeStructure.

FieldGradient(T value, T... gradient)

Build an instance with values and derivative.
Method Summary

Modifier and Type

Method

Description

FieldGradient<T>

abs()

absolute value.

FieldGradient<T>

add(double a)

'+' operator.

FieldGradient<T>

add(FieldGradient<T> a)

Compute this + a.

FieldGradient<T>

atan2(FieldGradient<T> x)

Two arguments arc tangent operation.

FieldGradient<T>

compose(T g0, T g1)

Compute composition of the instance by a function.

static <T extends CalculusFieldElement<T>> FieldGradient<T>

constant(int freeParameters, T value)

Build an instance corresponding to a constant value.

FieldGradient<T>

copySign(double sign)

Returns the instance with the sign of the argument.

FieldGradient<T>

copySign(FieldGradient<T> sign)

Returns the instance with the sign of the argument.

FieldGradient<T>

copySign(T sign)

Returns the instance with the sign of the argument.

FieldGradient<T>

divide(double a)

'÷' operator.

FieldGradient<T>

divide(FieldGradient<T> a)

Compute this ÷ a.

FieldGradient<T>

divide(T a)

'÷' operator.

boolean

equals(Object other)

Test for the equality of two univariate derivatives.

FieldGradientField<T>

getField()

Get the Field to which the instance belongs.

int

getFreeParameters()

Get the number of free parameters.

T[]

getGradient()

Get the gradient part of the function.

T

getPartialDerivative(int n)

Get the partial derivative with respect to one parameter.

T

getPartialDerivative(int... orders)

Get a partial derivative.

FieldGradient<T>

getPi()

Get the Archimedes constant π.

T

getValue()

Get the value part of the function.

Field<T>

getValueField()

Get the Field the value and parameters of the function belongs to.

int

hashCode()

Get a hashCode for the univariate derivative.

FieldGradient<T>

hypot(FieldGradient<T> y)

Returns the hypotenuse of a triangle with sides this and y - sqrt(this² +y²) avoiding intermediate overflow or underflow.

FieldGradient<T>

linearCombination(double[] a, FieldGradient<T>[] b)

Compute a linear combination.

FieldGradient<T>

linearCombination(double a1, FieldGradient<T> b1, double a2, FieldGradient<T> b2)

Compute a linear combination.

FieldGradient<T>

linearCombination(double a1, FieldGradient<T> b1, double a2, FieldGradient<T> b2, double a3, FieldGradient<T> b3)

Compute a linear combination.

FieldGradient<T>

linearCombination(double a1, FieldGradient<T> b1, double a2, FieldGradient<T> b2, double a3, FieldGradient<T> b3, double a4, FieldGradient<T> b4)

Compute a linear combination.

FieldGradient<T>

linearCombination(FieldGradient<T>[] a, FieldGradient<T>[] b)

Compute a linear combination.

FieldGradient<T>

linearCombination(FieldGradient<T> a1, FieldGradient<T> b1, FieldGradient<T> a2, FieldGradient<T> b2)

Compute a linear combination.

FieldGradient<T>

linearCombination(FieldGradient<T> a1, FieldGradient<T> b1, FieldGradient<T> a2, FieldGradient<T> b2, FieldGradient<T> a3, FieldGradient<T> b3)

Compute a linear combination.

FieldGradient<T>

linearCombination(FieldGradient<T> a1, FieldGradient<T> b1, FieldGradient<T> a2, FieldGradient<T> b2, FieldGradient<T> a3, FieldGradient<T> b3, FieldGradient<T> a4, FieldGradient<T> b4)

Compute a linear combination.

FieldGradient<T>

linearCombination(T[] a, FieldGradient<T>[] b)

Compute a linear combination.

FieldGradient<T>

linearCombination(T a1, FieldGradient<T> b1, T a2, FieldGradient<T> b2, T a3, FieldGradient<T> b3)

Compute a linear combination.

FieldGradient<T>

multiply(double a)

'×' operator.

FieldGradient<T>

multiply(int n)

Compute n × this.

FieldGradient<T>

multiply(FieldGradient<T> a)

Compute this × a.

FieldGradient<T>

multiply(T n)

'×' operator.

FieldGradient<T>

negate()

Returns the additive inverse of this element.

FieldGradient<T>

newInstance(double c)

Create an instance corresponding to a constant real value.

FieldGradient<T>

newInstance(T c)

Create an instance corresponding to a constant Field value.

FieldGradient<T>

pow(double p)

Power operation.

static <T extends CalculusFieldElement<T>> FieldGradient<T>

pow(double a, FieldGradient<T> x)

Compute a^x where a is a double and x a FieldGradient

FieldGradient<T>

pow(int n)

Integer power operation.

FieldGradient<T>

remainder(double a)

IEEE remainder operator.

FieldGradient<T>

remainder(FieldGradient<T> a)

IEEE remainder operator.

FieldGradient<T>

remainder(T a)

IEEE remainder operator.

FieldGradient<T>

rootN(int n)

N^th root.

FieldGradient<T>

scalb(int n)

Multiply the instance by a power of 2.

FieldSinCos<FieldGradient<T>>

sinCos()

Combined Sine and Cosine operation.

FieldSinhCosh<FieldGradient<T>>

sinhCosh()

Combined hyperbolic sine and cosine operation.

FieldGradient<T>

subtract(double a)

'-' operator.

FieldGradient<T>

subtract(FieldGradient<T> a)

Compute this - a.

T

taylor(double... delta)

Evaluate Taylor expansion of a gradient.

T

taylor(T... delta)

Evaluate Taylor expansion of a gradient.

FieldGradient<T>

toDegrees()

Convert radians to degrees, with error of less than 0.5 ULP

FieldDerivativeStructure<T>

toDerivativeStructure()

Convert the instance to a FieldDerivativeStructure.

FieldGradient<T>

toRadians()

Convert degrees to radians, with error of less than 0.5 ULP

static <T extends CalculusFieldElement<T>> FieldGradient<T>

variable(int freeParameters, int index, T value)

Build a Gradient representing a variable.

FieldGradient<T>

withValue(T v)

Create a new object with new value (zeroth-order derivative, as passed as input) and same derivatives of order one and above.

Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.hipparchus.CalculusFieldElement
isFinite, isInfinite, isNaN, norm, round

Methods inherited from interface org.hipparchus.analysis.differentiation.FieldDerivative
add, ceil, floor, getExponent, getReal, pow, rint, sign, subtract, ulp

Methods inherited from interface org.hipparchus.analysis.differentiation.FieldDerivative1
acos, acosh, asin, asinh, atan, atanh, cbrt, cos, cosh, exp, expm1, getOrder, log, log10, log1p, reciprocal, sin, sinh, sqrt, square, tan, tanh

Methods inherited from interface org.hipparchus.FieldElement
isZero

Constructor Details
- FieldGradient
  
  @SafeVarargs public FieldGradient(T value, T... gradient)
  
  Build an instance with values and derivative.
  
  Parameters:
  
  value - value of the function
  
  gradient - gradient of the function
- FieldGradient
  
  public FieldGradient(FieldDerivativeStructure<T> ds) throws MathIllegalArgumentException
  
  Build an instance from a DerivativeStructure.
  
  Parameters:
  
  ds - derivative structure
  
  Throws:
  
  MathIllegalArgumentException - if ds order is not 1
Method Details
- constant
  
  public static <T extends CalculusFieldElement<T>> FieldGradient<T> constant(int freeParameters, T value)
  
  Build an instance corresponding to a constant value.
  
  Type Parameters:
  
  T - the type of the function parameters and value
  
  Parameters:
  
  freeParameters - number of free parameters (i.e. dimension of the gradient)
  
  value - constant value of the function
  
  Returns:
  
  a FieldGradient with a constant value and all derivatives set to 0.0
- variable
  
  public static <T extends CalculusFieldElement<T>> FieldGradient<T> variable(int freeParameters, int index, T value)
  
  Build a Gradient representing a variable.
  Instances built using this method are considered to be the free variables with respect to which differentials are computed. As such, their differential with respect to themselves is +1.
  
  Type Parameters:
  
  T - the type of the function parameters and value
  
  Parameters:
  
  freeParameters - number of free parameters (i.e. dimension of the gradient)
  
  index - index of the variable (from 0 to getFreeParameters() - 1)
  
  value - value of the variable
  
  Returns:
  
  a FieldGradient with a constant value and all derivatives set to 0.0 except the one at index which will be set to 1.0
- getValueField
  
  public Field<T> getValueField()
  
  Get the Field the value and parameters of the function belongs to.
  
  Returns:
  
  Field the value and parameters of the function belongs to
- newInstance
  
  public FieldGradient<T> newInstance(double c)
  
  Create an instance corresponding to a constant real value.
  
  Specified by:
  
  newInstance in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  c - constant real value
  
  Returns:
  
  instance corresponding to a constant real value
- newInstance
  
  public FieldGradient<T> newInstance(T c)
  
  Create an instance corresponding to a constant Field value.
  This default implementation is there so that no API gets broken by the next release, which is not a major one. Custom inheritors should probably overwrite it.
  
  Specified by:
  
  newInstance in interface FieldDerivative<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Parameters:
  
  c - constant value
  
  Returns:
  
  instance corresponding to a constant Field value
- withValue
  
  public FieldGradient<T> withValue(T v)
  
  Create a new object with new value (zeroth-order derivative, as passed as input) and same derivatives of order one and above.
  This default implementation is there so that no API gets broken by the next release, which is not a major one. Custom inheritors should probably overwrite it.
  
  Specified by:
  
  withValue in interface FieldDerivative<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Parameters:
  
  v - zeroth-order derivative of new represented function
  
  Returns:
  
  new object with changed value
- getValue
  
  public T getValue()
  
  Get the value part of the function.
  
  Specified by:
  
  getValue in interface FieldDerivative<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Returns:
  
  value part of the value of the function
- getGradient
  
  public T[] getGradient()
  
  Get the gradient part of the function.
  
  Returns:
  
  gradient part of the value of the function
- getFreeParameters
  
  public int getFreeParameters()
  
  Get the number of free parameters.
  
  Specified by:
  
  getFreeParameters in interface DifferentialAlgebra
  
  Returns:
  
  number of free parameters
- getPartialDerivative
  
  public T getPartialDerivative(int... orders) throws MathIllegalArgumentException
  
  Get a partial derivative.
  Specified by:
  
  getPartialDerivative in interface FieldDerivative<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Parameters:
  
  orders - derivation orders with respect to each variable (if all orders are 0, the value is returned)
  
  Returns:
  
  partial derivative
  
  Throws:
  
  MathIllegalArgumentException - if the numbers of variables does not match the instance
  
  See Also:
  
  FieldDerivative.getValue()
- getPartialDerivative
  
  public T getPartialDerivative(int n) throws MathIllegalArgumentException
  
  Get the partial derivative with respect to one parameter.
  
  Parameters:
  
  n - index of the parameter (counting from 0)
  
  Returns:
  
  partial derivative with respect to the n^th parameter
  
  Throws:
  
  MathIllegalArgumentException - if n is either negative or larger or equal to getFreeParameters()
- toDerivativeStructure
  
  public FieldDerivativeStructure<T> toDerivativeStructure()
  
  Convert the instance to a FieldDerivativeStructure.
  
  Returns:
  
  derivative structure with same value and derivative as the instance
- add
  
  public FieldGradient<T> add(double a)
  
  '+' operator.
  
  Specified by:
  
  add in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this+a
- add
  
  public FieldGradient<T> add(FieldGradient<T> a)
  
  Compute this + a.
  
  Specified by:
  
  add in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - element to add
  
  Returns:
  
  a new element representing this + a
- subtract
  
  public FieldGradient<T> subtract(double a)
  
  '-' operator.
  
  Specified by:
  
  subtract in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this-a
- subtract
  
  public FieldGradient<T> subtract(FieldGradient<T> a)
  
  Compute this - a.
  
  Specified by:
  
  subtract in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Specified by:
  
  subtract in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - element to subtract
  
  Returns:
  
  a new element representing this - a
- multiply
  
  public FieldGradient<T> multiply(T n)
  
  '×' operator.
  
  Parameters:
  
  n - right hand side parameter of the operator
  
  Returns:
  
  this×n
- multiply
  
  public FieldGradient<T> multiply(int n)
  
  Compute n × this. Multiplication by an integer number is defined as the following sum \[ n \times \mathrm{this} = \sum_{i=1}^n \mathrm{this} \]
  
  Specified by:
  
  multiply in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Specified by:
  
  multiply in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  n - Number of times this must be added to itself.
  
  Returns:
  
  A new element representing n × this.
- multiply
  
  public FieldGradient<T> multiply(double a)
  
  '×' operator.
  
  Specified by:
  
  multiply in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this×a
- multiply
  
  public FieldGradient<T> multiply(FieldGradient<T> a)
  
  Compute this × a.
  
  Specified by:
  
  multiply in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - element to multiply
  
  Returns:
  
  a new element representing this × a
- divide
  
  public FieldGradient<T> divide(T a)
  
  '÷' operator.
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this÷a
- divide
  
  public FieldGradient<T> divide(double a)
  
  '÷' operator.
  
  Specified by:
  
  divide in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this÷a
- divide
  
  public FieldGradient<T> divide(FieldGradient<T> a)
  
  Compute this ÷ a.
  
  Specified by:
  
  divide in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Specified by:
  
  divide in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - element to divide by
  
  Returns:
  
  a new element representing this ÷ a
- remainder
  
  public FieldGradient<T> remainder(T a)
  
  IEEE remainder operator.
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this - n × a where n is the closest integer to this/a (the even integer is chosen for n if this/a is halfway between two integers)
- remainder
  
  public FieldGradient<T> remainder(double a)
  
  IEEE remainder operator.
  
  Specified by:
  
  remainder in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this - n × a where n is the closest integer to this/a
- remainder
  
  public FieldGradient<T> remainder(FieldGradient<T> a)
  
  IEEE remainder operator.
  
  Specified by:
  
  remainder in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - right hand side parameter of the operator
  
  Returns:
  
  this - n × a where n is the closest integer to this/a
- negate
  
  public FieldGradient<T> negate()
  
  Returns the additive inverse of this element.
  
  Specified by:
  
  negate in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Returns:
  
  the opposite of this.
- abs
  
  public FieldGradient<T> abs()
  
  absolute value.
  
  Specified by:
  
  abs in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Returns:
  
  abs(this)
- copySign
  
  public FieldGradient<T> copySign(T sign)
  
  Returns the instance with the sign of the argument. A NaN sign argument is treated as positive.
  
  Parameters:
  
  sign - the sign for the returned value
  
  Returns:
  
  the instance with the same sign as the sign argument
- copySign
  
  public FieldGradient<T> copySign(FieldGradient<T> sign)
  
  Returns the instance with the sign of the argument. A NaN sign argument is treated as positive.
  
  Specified by:
  
  copySign in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  sign - the sign for the returned value
  
  Returns:
  
  the instance with the same sign as the sign argument
- copySign
  
  public FieldGradient<T> copySign(double sign)
  
  Returns the instance with the sign of the argument. A NaN sign argument is treated as positive.
  
  Specified by:
  
  copySign in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  sign - the sign for the returned value
  
  Returns:
  
  the instance with the same sign as the sign argument
- scalb
  
  public FieldGradient<T> scalb(int n)
  
  Multiply the instance by a power of 2.
  
  Specified by:
  
  scalb in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  n - power of 2
  
  Returns:
  
  this × 2ⁿ
- hypot
  
  public FieldGradient<T> hypot(FieldGradient<T> y)
  Returns the hypotenuse of a triangle with sides this and y - sqrt(this² +y²) avoiding intermediate overflow or underflow.
  
  If either argument is infinite, then the result is positive infinity.
  
  else, if either argument is NaN then the result is NaN.
  Specified by:
  
  hypot in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  y - a value
  
  Returns:
  
  sqrt(this² +y²)
- compose
  
  public FieldGradient<T> compose(T g0, T g1)
  
  Compute composition of the instance by a function.
  
  Specified by:
  
  compose in interface FieldDerivative1<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Parameters:
  
  g0 - value of the function at the current point (i.e. at g(getValue()))
  
  g1 - first derivative of the function at the current point (i.e. at g'(getValue()))
  
  Returns:
  
  g(this)
- rootN
  
  public FieldGradient<T> rootN(int n)
  
  N^th root.
  
  Specified by:
  
  rootN in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  n - order of the root
  
  Returns:
  
  n^th root of the instance
- getField
  
  public FieldGradientField<T> getField()
  
  Get the Field to which the instance belongs.
  
  Specified by:
  
  getField in interface FieldElement<T extends CalculusFieldElement<T>>
  
  Returns:
  
  Field to which the instance belongs
- pow
  
  public static <T extends CalculusFieldElement<T>> FieldGradient<T> pow(double a, FieldGradient<T> x)
  
  Compute a^x where a is a double and x a FieldGradient
  
  Type Parameters:
  
  T - the type of the function parameters and value
  
  Parameters:
  
  a - number to exponentiate
  
  x - power to apply
  
  Returns:
  
  a^x
- pow
  
  public FieldGradient<T> pow(double p)
  
  Power operation.
  
  Specified by:
  
  pow in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  p - power to apply
  
  Returns:
  
  this^p
- pow
  
  public FieldGradient<T> pow(int n)
  
  Integer power operation.
  
  Specified by:
  
  pow in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  n - power to apply
  
  Returns:
  
  thisⁿ
- sinCos
  
  public FieldSinCos<FieldGradient<T>> sinCos()
  
  Combined Sine and Cosine operation.
  
  Specified by:
  
  sinCos in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Specified by:
  
  sinCos in interface FieldDerivative1<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Returns:
  
  [sin(this), cos(this)]
- atan2
  
  public FieldGradient<T> atan2(FieldGradient<T> x)
  
  Two arguments arc tangent operation.
  Beware of the order or arguments! As this is based on a two-arguments functions, in order to be consistent with arguments order, the instance is the first argument and the single provided argument is the second argument. In order to be consistent with programming languages atan2, this method computes atan2(this, x), i.e. the instance represents the y argument and the x argument is the one passed as a single argument. This may seem confusing especially for users of Wolfram alpha, as this site is not consistent with programming languages atan2 two-arguments arc tangent and puts x as its first argument.
  
  Specified by:
  
  atan2 in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  x - second argument of the arc tangent
  
  Returns:
  
  atan2(this, x)
- sinhCosh
  
  public FieldSinhCosh<FieldGradient<T>> sinhCosh()
  
  Combined hyperbolic sine and cosine operation.
  
  Specified by:
  
  sinhCosh in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Specified by:
  
  sinhCosh in interface FieldDerivative1<T extends CalculusFieldElement<T>,FieldGradient<T extends CalculusFieldElement<T>>>
  
  Returns:
  
  [sinh(this), cosh(this)]
- toDegrees
  
  public FieldGradient<T> toDegrees()
  
  Convert radians to degrees, with error of less than 0.5 ULP
  
  Specified by:
  
  toDegrees in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Returns:
  
  instance converted into degrees
- toRadians
  
  public FieldGradient<T> toRadians()
  
  Convert degrees to radians, with error of less than 0.5 ULP
  
  Specified by:
  
  toRadians in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Returns:
  
  instance converted into radians
- taylor
  
  public T taylor(double... delta)
  
  Evaluate Taylor expansion of a gradient.
  
  Parameters:
  
  delta - parameters offsets (Δx, Δy, ...)
  
  Returns:
  
  value of the Taylor expansion at x + Δx, y + Δy, ...
- taylor
  
  public T taylor(T... delta)
  
  Evaluate Taylor expansion of a gradient.
  
  Parameters:
  
  delta - parameters offsets (Δx, Δy, ...)
  
  Returns:
  
  value of the Taylor expansion at x + Δx, y + Δy, ...
- linearCombination
  
  public FieldGradient<T> linearCombination(FieldGradient<T>[] a, FieldGradient<T>[] b)
  
  Compute a linear combination.
  
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - Factors.
  
  b - Factors.
  
  Returns:
  
  Σ_i a_i b_i.
- linearCombination
  
  public FieldGradient<T> linearCombination(T[] a, FieldGradient<T>[] b)
  
  Compute a linear combination.
  
  Parameters:
  
  a - Factors.
  
  b - Factors.
  
  Returns:
  
  Σ_i a_i b_i.
  
  Throws:
  
  MathIllegalArgumentException - if arrays dimensions don't match
- linearCombination
  
  public FieldGradient<T> linearCombination(double[] a, FieldGradient<T>[] b)
  
  Compute a linear combination.
  
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a - Factors.
  
  b - Factors.
  
  Returns:
  
  Σ_i a_i b_i.
- linearCombination
  
  public FieldGradient<T> linearCombination(FieldGradient<T> a1, FieldGradient<T> b1, FieldGradient<T> a2, FieldGradient<T> b2)
  
  Compute a linear combination.
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  Returns:
  
  a₁×b₁ + a₂×b₂
  
  See Also:
  
  CalculusFieldElement.linearCombination(FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement)
  
  CalculusFieldElement.linearCombination(FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement)
- linearCombination
  
  public FieldGradient<T> linearCombination(double a1, FieldGradient<T> b1, double a2, FieldGradient<T> b2)
  
  Compute a linear combination.
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  Returns:
  
  a₁×b₁ + a₂×b₂
  
  See Also:
  
  CalculusFieldElement.linearCombination(double, FieldElement, double, FieldElement, double, FieldElement)
  
  CalculusFieldElement.linearCombination(double, FieldElement, double, FieldElement, double, FieldElement, double, FieldElement)
- linearCombination
  
  public FieldGradient<T> linearCombination(FieldGradient<T> a1, FieldGradient<T> b1, FieldGradient<T> a2, FieldGradient<T> b2, FieldGradient<T> a3, FieldGradient<T> b3)
  
  Compute a linear combination.
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  a3 - first factor of the third term
  
  b3 - second factor of the third term
  
  Returns:
  
  a₁×b₁ + a₂×b₂ + a₃×b₃
  
  See Also:
  
  CalculusFieldElement.linearCombination(FieldElement, FieldElement, FieldElement, FieldElement)
  
  CalculusFieldElement.linearCombination(FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement)
- linearCombination
  
  public FieldGradient<T> linearCombination(T a1, FieldGradient<T> b1, T a2, FieldGradient<T> b2, T a3, FieldGradient<T> b3)
  
  Compute a linear combination.
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  a3 - first factor of the third term
  
  b3 - second factor of the third term
  
  Returns:
  
  a₁×b₁ + a₂×b₂ + a₃×b₃
  
  Throws:
  
  MathIllegalArgumentException - if number of free parameters or orders are inconsistent
  
  See Also:
  
  linearCombination(double, FieldGradient, double, FieldGradient)
  
  linearCombination(double, FieldGradient, double, FieldGradient, double, FieldGradient, double, FieldGradient)
- linearCombination
  
  public FieldGradient<T> linearCombination(double a1, FieldGradient<T> b1, double a2, FieldGradient<T> b2, double a3, FieldGradient<T> b3)
  
  Compute a linear combination.
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  a3 - first factor of the third term
  
  b3 - second factor of the third term
  
  Returns:
  
  a₁×b₁ + a₂×b₂ + a₃×b₃
  
  See Also:
  
  CalculusFieldElement.linearCombination(double, FieldElement, double, FieldElement)
  
  CalculusFieldElement.linearCombination(double, FieldElement, double, FieldElement, double, FieldElement, double, FieldElement)
- linearCombination
  
  public FieldGradient<T> linearCombination(FieldGradient<T> a1, FieldGradient<T> b1, FieldGradient<T> a2, FieldGradient<T> b2, FieldGradient<T> a3, FieldGradient<T> b3, FieldGradient<T> a4, FieldGradient<T> b4)
  
  Compute a linear combination.
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  a3 - first factor of the third term
  
  b3 - second factor of the third term
  
  a4 - first factor of the fourth term
  
  b4 - second factor of the fourth term
  
  Returns:
  
  a₁×b₁ + a₂×b₂ + a₃×b₃ + a₄×b₄
  
  See Also:
  
  CalculusFieldElement.linearCombination(FieldElement, FieldElement, FieldElement, FieldElement)
  
  CalculusFieldElement.linearCombination(FieldElement, FieldElement, FieldElement, FieldElement, FieldElement, FieldElement)
- linearCombination
  
  public FieldGradient<T> linearCombination(double a1, FieldGradient<T> b1, double a2, FieldGradient<T> b2, double a3, FieldGradient<T> b3, double a4, FieldGradient<T> b4)
  
  Compute a linear combination.
  Specified by:
  
  linearCombination in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Parameters:
  
  a1 - first factor of the first term
  
  b1 - second factor of the first term
  
  a2 - first factor of the second term
  
  b2 - second factor of the second term
  
  a3 - first factor of the third term
  
  b3 - second factor of the third term
  
  a4 - first factor of the fourth term
  
  b4 - second factor of the fourth term
  
  Returns:
  
  a₁×b₁ + a₂×b₂ + a₃×b₃ + a₄×b₄
  
  See Also:
  
  CalculusFieldElement.linearCombination(double, FieldElement, double, FieldElement)
  
  CalculusFieldElement.linearCombination(double, FieldElement, double, FieldElement, double, FieldElement)
- getPi
  
  public FieldGradient<T> getPi()
  
  Get the Archimedes constant π.
  Archimedes constant is the ratio of a circle's circumference to its diameter.
  
  Specified by:
  
  getPi in interface CalculusFieldElement<T extends CalculusFieldElement<T>>
  
  Returns:
  
  Archimedes constant π
- equals
  
  public boolean equals(Object other)
  
  Test for the equality of two univariate derivatives.
  univariate derivatives are considered equal if they have the same derivatives.
  
  Overrides:
  
  equals in class Object
  
  Parameters:
  
  other - Object to test for equality to this
  
  Returns:
  
  true if two univariate derivatives are equal
- hashCode
  
  public int hashCode()
  
  Get a hashCode for the univariate derivative.
  
  Overrides:
  
  hashCode in class Object
  
  Returns:
  
  a hash code value for this object

Class FieldGradient<T extends CalculusFieldElement<T>>

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Methods inherited from interface org.hipparchus.CalculusFieldElement

Methods inherited from interface org.hipparchus.analysis.differentiation.FieldDerivative

Methods inherited from interface org.hipparchus.analysis.differentiation.FieldDerivative1

Methods inherited from interface org.hipparchus.FieldElement

Constructor Details

FieldGradient

FieldGradient

Method Details

constant

variable

getValueField

newInstance

newInstance

withValue

getValue

getGradient

getFreeParameters

getPartialDerivative

getPartialDerivative

toDerivativeStructure

add

add

subtract

subtract

multiply

multiply

multiply

multiply

divide

divide

divide

remainder

remainder

remainder

negate

abs

copySign

copySign

copySign

scalb

hypot

compose

rootN

getField

pow

pow

pow

sinCos

atan2

sinhCosh

toDegrees

toRadians

taylor

taylor

linearCombination

linearCombination

linearCombination

linearCombination

linearCombination

linearCombination

linearCombination

linearCombination

linearCombination

linearCombination

getPi

equals

hashCode