Earth Similarity Index

Calculating the Earth Similarity Index of a planet. http://phl.upr.edu/projects/earth-similarity-index-esi

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module EarthSimilarityIndex

// A planet:
type Planet = {
                mass : float; 
                radius : float; 
                density : float; 
                g : float; 
                ve : float; 
                a : float; 
                Tsurf : float; 
                Teq : float
              }

// Some basic planetary numbers:
let earth = {
                mass = 1.0; 
                radius = 1.0; 
                density = 1.0; 
                g = 1.0; 
                ve = 1.0; 
                a = 1.0; 
                Tsurf = 288.; 
                Teq = 254.
             }

let mars = {
                mass = 0.107; 
                radius = 0.53; 
                density = 0.71; 
                g = 0.38; 
                ve = 0.45; 
                a = 1.52; 
                Tsurf = 227.; 
                Teq = 210.
            }

let mercury = {
                mass = 0.0553; 
                radius = 0.38; 
                density = 0.98; 
                g = 0.38; 
                ve = 0.38; 
                a = 0.39; 
                Tsurf = 440.; 
                Teq = 434.
              }

// Same numbers but as arrays:
let earthStats = [|earth.mass; earth.radius; earth.density; earth.g; earth.ve; earth.a; earth.Tsurf; earth.Teq|]
let marsStats = [|mars.mass; mars.radius; mars.density; mars.g; mars.ve; mars.a; mars.Tsurf; mars.Teq|]
let mercuryStats = [|mercury.mass; mercury.radius; mercury.density; mercury.g; mercury.ve; mercury.a; mercury.Tsurf; mercury.Teq|]

// Weight all numbers equally:
let weights = [|1.; 1.; 1.; 1.; 1.; 1.; 1.; 1.|]

// As Array.fold but applying the given function to each element, and starting with the initial value x:
let foldBy f x a =
    a |> Array.fold (fun acc elem -> f acc elem) x

// Multiply up the values in an array:
let pi a = a |> foldBy (*) 1.

// Calculate the similarity index of two planets:
let similarityIndex p1 p2 w = 
    let n = p1 |> Array.length |> float
    Array.zip3 p1 p2 w
    |> Array.map (fun (p1Val, p2Val, wVal) -> 
                    (1. - abs((p1Val - p2Val) / (p1Val + p2Val)) ) ** (wVal / n))
    |> pi 

// Calculate the Earth Similarity Index of any planet:
let ESI = similarityIndex earthStats

// Some similarity indices within the Solar System:
let earthEarth = ESI earthStats weights // 1.0
let earthMars = ESI marsStats weights // 0.6276230757
let earthMercury = ESI mercuryStats weights // 0.5239652331

module EarthSimilarityIndex

type Planet =
  {mass: float;
   radius: float;
   density: float;
   g: float;
   ve: float;
   a: float;
   Tsurf: float;
   Teq: float;}

Full name: EarthSimilarityIndex.Planet

Planet.mass: float

Multiple items
val float : value:'T -> float (requires member op_Explicit)

Full name: Microsoft.FSharp.Core.Operators.float

--------------------
type float = System.Double

Full name: Microsoft.FSharp.Core.float

--------------------
type float<'Measure> = float

Full name: Microsoft.FSharp.Core.float<_>

Planet.radius: float

Planet.density: float

Planet.g: float

Planet.ve: float

Planet.a: float

Planet.Tsurf: float

Planet.Teq: float

val earth : Planet

Full name: EarthSimilarityIndex.earth

val mars : Planet

Full name: EarthSimilarityIndex.mars

val mercury : Planet

Full name: EarthSimilarityIndex.mercury

val earthStats : float []

Full name: EarthSimilarityIndex.earthStats

val marsStats : float []

Full name: EarthSimilarityIndex.marsStats

val mercuryStats : float []

Full name: EarthSimilarityIndex.mercuryStats

val weights : float []

Full name: EarthSimilarityIndex.weights

val foldBy : f:('a -> 'b -> 'a) -> x:'a -> a:'b [] -> 'a

Full name: EarthSimilarityIndex.foldBy

val f : ('a -> 'b -> 'a)

val x : 'a

val a : 'b []

module Array

from Microsoft.FSharp.Collections

val fold : folder:('State -> 'T -> 'State) -> state:'State -> array:'T [] -> 'State

Full name: Microsoft.FSharp.Collections.Array.fold

val acc : 'a

val elem : 'b

val pi : a:float [] -> float

Full name: EarthSimilarityIndex.pi

val a : float []

val similarityIndex : p1:float [] -> p2:float [] -> w:float [] -> float

Full name: EarthSimilarityIndex.similarityIndex

val p1 : float []

val p2 : float []

val w : float []

val n : float

val length : array:'T [] -> int

Full name: Microsoft.FSharp.Collections.Array.length

val zip3 : array1:'T1 [] -> array2:'T2 [] -> array3:'T3 [] -> ('T1 * 'T2 * 'T3) []

Full name: Microsoft.FSharp.Collections.Array.zip3

val map : mapping:('T -> 'U) -> array:'T [] -> 'U []

Full name: Microsoft.FSharp.Collections.Array.map

val p1Val : float

val p2Val : float

val wVal : float

val abs : value:'T -> 'T (requires member Abs)

Full name: Microsoft.FSharp.Core.Operators.abs

val ESI : (float [] -> float [] -> float)

Full name: EarthSimilarityIndex.ESI

val earthEarth : float

Full name: EarthSimilarityIndex.earthEarth

val earthMars : float

Full name: EarthSimilarityIndex.earthMars

val earthMercury : float

Full name: EarthSimilarityIndex.earthMercury

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More information

Link:	http://fssnip.net/dc
Posted:	11 years ago
Author:	Kit Eason
Tags:	astronomy , partial application , fold