Created
March 29, 2019 14:17
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func positionsOfZeroNetForce(_ magnetPositions: [Double]) -> [Double] { | |
let threshold = 0.0000000000001 | |
// Utility function to give 1/fn(m0) + 1/fn(m1) + ... + 1/fn(mn) | |
// Used for working out the force at x, and its derivitive | |
func sumReciprocals(_ fn: (Double)->(Double)) -> Double { | |
return magnetPositions.map(fn).map { | |
guard $0 != 0 else { return Double.nan } | |
return 1.0/$0 | |
}.reduce(0, +) | |
} | |
let pairsOfMagnetPositions = (0..<(magnetPositions.count-1)).map { | |
(m0: magnetPositions[$0], m1: magnetPositions[$0+1]) | |
} | |
return pairsOfMagnetPositions.map { | |
// Newton's method for successively approximating roots of a function | |
// https://en.wikipedia.org/wiki/Newton%27s_method | |
var x = $0.0+($0.1-$0.0)/2 // Initial approximation = halfway between positions | |
var accuracy = threshold*2 | |
repeat { | |
let forceAtX = sumReciprocals { $0-x } | |
let derivitiveOfForceAtX = sumReciprocals { ($0-x)*($0-x) } | |
let xn = x - forceAtX/derivitiveOfForceAtX | |
accuracy = abs(xn - x) | |
x = xn | |
} while threshold < accuracy | |
return x | |
} | |
} |
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