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Iterative calculations are implemented by translating mathematical induction
directly into code. In the functional programming paradigm, the programmer
does not need to write any loops or use array indices. Instead, the
programmer reasons about sequences as mathematical values: “Starting
from this value, we get that sequence, then transform it into this other
sequence,” etc.
This is a powerful way of working with sequences, dictionaries, and sets. Many
kinds of programming errors (such as an incorrect array index) are avoided
from the outset, and the code is shorter and easier to read than conventional
code written using loops.
Implementing mathematical induction
Sergei Winitzki
sergei-winitzki-11a6431
fold
λ
Haskell> foldl (+) 0 [1,2,3,4]
10
Haskell> take 4 (iterate (+ 1) 1)
[1,2,3,4]
Haskell> scanl (+) 0 [1,2,3,4]
[0,1,3,6,10]
Haskell>
scala> List(1,2,3,4).foldLeft(0)(_+_)
val res0: Int = 10
scala> Stream.iterate(1)(_ + 1).take(4).toList
val res1: List[Int] = List(1, 2, 3, 4)
scala> List(1,2,3,4).scanLeft(0)(_+_)
val res2: List[Int] = List(0, 1, 3, 6, 10)
scala>
Implementing	mathematical	induction

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The Functional Programming Triad of fold, scan and iterate

  • 1. Iterative calculations are implemented by translating mathematical induction directly into code. In the functional programming paradigm, the programmer does not need to write any loops or use array indices. Instead, the programmer reasons about sequences as mathematical values: “Starting from this value, we get that sequence, then transform it into this other sequence,” etc. This is a powerful way of working with sequences, dictionaries, and sets. Many kinds of programming errors (such as an incorrect array index) are avoided from the outset, and the code is shorter and easier to read than conventional code written using loops. Implementing mathematical induction Sergei Winitzki sergei-winitzki-11a6431
  • 2. fold λ Haskell> foldl (+) 0 [1,2,3,4] 10 Haskell> take 4 (iterate (+ 1) 1) [1,2,3,4] Haskell> scanl (+) 0 [1,2,3,4] [0,1,3,6,10] Haskell> scala> List(1,2,3,4).foldLeft(0)(_+_) val res0: Int = 10 scala> Stream.iterate(1)(_ + 1).take(4).toList val res1: List[Int] = List(1, 2, 3, 4) scala> List(1,2,3,4).scanLeft(0)(_+_) val res2: List[Int] = List(0, 1, 3, 6, 10) scala> Implementing mathematical induction