test: matrix notation example

- Heterogeneous `*` for matrix and scalar multiplication
- Homogeneous `+` for matrix addition
- Whitespace sensitive `x[i, j]` notation
This commit is contained in:
Leonardo de Moura 2020-12-21 16:39:34 -08:00
parent 836fd46d90
commit 1d5df4f28b

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@ -0,0 +1,80 @@
/-
Helper classes for Lean 3 users
-/
class One (α : Type u) where
one : α
instance [OfNat α (natLit! 1)] : One α where
one := 1
instance [One α] : OfNat α (natLit! 1) where
ofNat := One.one
class Zero (α : Type u) where
zero : α
instance [OfNat α (natLit! 0)] : Zero α where
zero := 0
instance [Zero α] : OfNat α (natLit! 0) where
ofNat := Zero.zero
/- Simple Matrix -/
def Matrix (m n : Nat) (α : Type u) : Type u :=
Fin m → Fin n → α
namespace Matrix
/- Scoped notation for accessing values stored in matrices. -/
scoped syntax:max term noWs "[" term ", " term "]" : term
macro_rules
| `($x[$i, $j]) => `($x $i $j)
def dotProduct [Mul α] [Add α] [Zero α] (u v : Fin m → α) : α :=
loop m (Nat.leRefl ..) Zero.zero
where
loop (i : Nat) (h : i ≤ m) (acc : α) : α :=
match i, h with
| 0, h => acc
| i+1, h =>
have i < m from Nat.ltOfLtOfLe (Nat.ltSuccSelf _) h
loop i (Nat.leOfLt this) (acc + u ⟨i, this⟩ * v ⟨i, this⟩)
instance [Zero α] : Zero (Matrix m n α) where
zero _ _ := 0
instance [Add α] : Add (Matrix m n α) where
add x y i j := x[i, j] + y[i, j]
instance [Mul α] [Add α] [Zero α] : HMul (Matrix m n α) (Matrix n p α) (Matrix m p α) where
hMul x y i j := dotProduct (x[i, ·]) (y[·, j])
instance [Mul α] : HMul α (Matrix m n α) (Matrix m n α) where
hMul c x i j := c * x[i, j]
end Matrix
def m1 : Matrix 2 2 Int :=
fun i j => #[#[1, 2], #[3, 4]][i][j]
def m2 : Matrix 2 2 Int :=
fun i j => #[#[5, 6], #[7, 8]][i][j]
open Matrix -- activate .[.,.] notation
#eval (m1*m2)[0, 0] -- 19
#eval (m1*m2)[0, 1] -- 22
#eval (m1*m2)[1, 0] -- 43
#eval (m1*m2)[1, 1] -- 50
def v := -2
#eval (v*m1*m2)[0, 0] -- -38
def ex1 (a b : Nat) (x : Matrix 10 20 Nat) (y : Matrix 20 10 Nat) (z : Matrix 10 10 Nat) : Matrix 10 10 Nat :=
a * x * y + b * z
def ex2 (a b : Nat) (x : Matrix m n Nat) (y : Matrix n m Nat) (z : Matrix m m Nat) : Matrix m m Nat :=
a * x * y + b * z