Examples.Basics.BasicTests:f1 from sbv-4.4

Average Error: 0.0 → 0.0

Time: 2.3s

Precision: binary64

Cost: 448

Math

\[\left(x + y\right) \cdot \left(x - y\right) \]

↓

\[\left(x + y\right) \cdot \left(x - y\right) \]

FPCore

(FPCore (x y) :precision binary64 (* (+ x y) (- x y)))

↓

(FPCore (x y) :precision binary64 (* (+ x y) (- x y)))

C

double code(double x, double y) {
	return (x + y) * (x - y);
}

↓

double code(double x, double y) {
	return (x + y) * (x - y);
}

Fortran

real(8) function code(x, y)
    real(8), intent (in) :: x
    real(8), intent (in) :: y
    code = (x + y) * (x - y)
end function

↓

real(8) function code(x, y)
    real(8), intent (in) :: x
    real(8), intent (in) :: y
    code = (x + y) * (x - y)
end function

Java

public static double code(double x, double y) {
	return (x + y) * (x - y);
}

↓

public static double code(double x, double y) {
	return (x + y) * (x - y);
}

Python

def code(x, y):
	return (x + y) * (x - y)

↓

def code(x, y):
	return (x + y) * (x - y)

Julia

function code(x, y)
	return Float64(Float64(x + y) * Float64(x - y))
end

↓

function code(x, y)
	return Float64(Float64(x + y) * Float64(x - y))
end

MATLAB

function tmp = code(x, y)
	tmp = (x + y) * (x - y);
end

↓

function tmp = code(x, y)
	tmp = (x + y) * (x - y);
end

Wolfram

code[x_, y_] := N[(N[(x + y), $MachinePrecision] * N[(x - y), $MachinePrecision]), $MachinePrecision]

↓

code[x_, y_] := N[(N[(x + y), $MachinePrecision] * N[(x - y), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 0.0

   \[\left(x + y\right) \cdot \left(x - y\right) \]

2. Final simplification 0.0

   \[\leadsto \left(x + y\right) \cdot \left(x - y\right) \]

Alternatives

Alternative 1
Error	12.9
Cost	520

\[\begin{array}{l} t_0 := y \cdot \left(-y\right)\\ \mathbf{if}\;y \leq -1.1 \cdot 10^{-107}:\\ \;\;\;\;t_0\\ \mathbf{elif}\;y \leq 8.4 \cdot 10^{-42}:\\ \;\;\;\;x \cdot x\\ \mathbf{else}:\\ \;\;\;\;t_0\\ \end{array} \]

Alternative 2
Error	28.5
Cost	192

\[x \cdot x \]

Reproduce

herbie shell --seed 2022330 
(FPCore (x y)
  :name "Examples.Basics.BasicTests:f1 from sbv-4.4"
  :precision binary64
  (* (+ x y) (- x y)))