Diagrams.Solve.Polynomial:quartForm from diagrams-solve-0.1, A

Average Error: 0.1 → 0.1

Time: 15.2s

Precision: binary64

Cost: 320

Math

\[x - \frac{3}{8} \cdot y \]

↓

\[x - 0.375 \cdot y \]

FPCore

(FPCore (x y) :precision binary64 (- x (* (/ 3.0 8.0) y)))

↓

(FPCore (x y) :precision binary64 (- x (* 0.375 y)))

C

double code(double x, double y) {
	return x - ((3.0 / 8.0) * y);
}

↓

double code(double x, double y) {
	return x - (0.375 * y);
}

Fortran

real(8) function code(x, y)
    real(8), intent (in) :: x
    real(8), intent (in) :: y
    code = x - ((3.0d0 / 8.0d0) * y)
end function

↓

real(8) function code(x, y)
    real(8), intent (in) :: x
    real(8), intent (in) :: y
    code = x - (0.375d0 * y)
end function

Java

public static double code(double x, double y) {
	return x - ((3.0 / 8.0) * y);
}

↓

public static double code(double x, double y) {
	return x - (0.375 * y);
}

Python

def code(x, y):
	return x - ((3.0 / 8.0) * y)

↓

def code(x, y):
	return x - (0.375 * y)

Julia

function code(x, y)
	return Float64(x - Float64(Float64(3.0 / 8.0) * y))
end

↓

function code(x, y)
	return Float64(x - Float64(0.375 * y))
end

MATLAB

function tmp = code(x, y)
	tmp = x - ((3.0 / 8.0) * y);
end

↓

function tmp = code(x, y)
	tmp = x - (0.375 * y);
end

Wolfram

code[x_, y_] := N[(x - N[(N[(3.0 / 8.0), $MachinePrecision] * y), $MachinePrecision]), $MachinePrecision]

↓

code[x_, y_] := N[(x - N[(0.375 * y), $MachinePrecision]), $MachinePrecision]

Derivation

1. Initial program 0.1

   \[x - \frac{3}{8} \cdot y \]

2. Simplified 0.1

   \[\leadsto \color{blue}{x - 0.375 \cdot y} \]
   Proof

   [Start] 0.1	\[ x - \frac{3}{8} \cdot y \]
   metadata-eval [=>] 0.1	\[ x - \color{blue}{0.375} \cdot y \]

3. Final simplification 0.1

   \[\leadsto x - 0.375 \cdot y \]

Alternatives

Alternative 1
Error	17.7
Cost	456

\[\begin{array}{l} \mathbf{if}\;y \leq -6 \cdot 10^{+20}:\\ \;\;\;\;-0.375 \cdot y\\ \mathbf{elif}\;y \leq 2.6 \cdot 10^{-95}:\\ \;\;\;\;x\\ \mathbf{else}:\\ \;\;\;\;-0.375 \cdot y\\ \end{array} \]

Alternative 2
Error	31.4
Cost	64

\[x \]

Reproduce

herbie shell --seed 2023077 
(FPCore (x y)
  :name "Diagrams.Solve.Polynomial:quartForm  from diagrams-solve-0.1, A"
  :precision binary64
  (- x (* (/ 3.0 8.0) y)))