{-# OPTIONS --without-K --safe #-} open import Algebra.Bundles using (CommutativeSemiring) open import Level using (Level) module Data.Mat.SemiadditiveDagger {c ℓ : Level} (Rig : CommutativeSemiring c ℓ) where import Relation.Binary.Reasoning.Setoid as ≈-Reasoning import Data.Nat.Properties as ℕ-Props module Rig = CommutativeSemiring Rig open import Data.Mat.Util using (transpose-cong; replicate-++) open import Data.Mat.Category Rig.semiring using ( Mat; _ᵀ; transpose-I; I; _≋_; module ≋; _≊_; module ≊; Matrix; Vector ; [_]_; _[_]; _·_; ≋-setoid; ≊-setoid; mapRows; zeros; _∙_ ; ∙-cong; _ᵀᵀ; -[-]ᵀ ; [-]--cong ; ·-identityˡ ; ·-identityʳ ) open import Data.Mat.Cocartesian Rig.semiring using ( Mat-Cocartesian; []ᵥ; []ₕ; [-]-[]ᵥ; ⟨⟩; _∷ₕ_; ∷ₕ-cong; _∷ᵥ_ ; [-]-∷ₕ; _∷′_; ∷ₕ-ᵀ; ∷ᵥ-ᵀ; 𝟎; _∥_; _≑_; []ᵥ-∥; []ₕ-≑; []ₕ-! ; _+++_; ∷ₕ-≑; []ᵥ-ᵀ; ∥-cong; ≑-cong; ≑-·; ·-𝟎ʳ; ·-𝟎ˡ; 𝟎ᵀ; ·-∥ ; headₕ; tailₕ; head-∷-tailₕ; [⟨⟩]-[]ₕ ; ∷ₕ-∥; []ᵥ-!; _[+]_; ∥-·-≑; [+]-cong; [+]-𝟎ʳ; [+]-𝟎ˡ ) open import Category.Dagger.Semiadditive Mat using (DaggerCocartesianMonoidal; SemiadditiveDagger) open import Data.Nat as ℕ using (ℕ) open import Data.Vec using (Vec; map; replicate) open import Function using (_∘_) open import Data.Vec.Properties using (map-cong; map-const) open import Relation.Binary.PropositionalEquality as ≡ using (_≡_; module ≡-Reasoning) open ℕ.ℕ open Vec open Rig renaming (Carrier to R) private variable A B C D E F : ℕ opaque unfolding _≋_ Iᵀ : I ᵀ ≋ I {A} Iᵀ = ≋.reflexive transpose-I import Data.Vec.Relation.Binary.Pointwise.Inductive as PW opaque unfolding Vector _∙_ ∙-comm : (V W : Vector A) → V ∙ W ≈ W ∙ V ∙-comm [] [] = refl ∙-comm (x ∷ V) (w ∷ W) = +-cong (*-comm x w) (∙-comm V W) opaque unfolding _[_] [_]_ _ᵀ []ᵥ ⟨⟩ _∷ₕ_ _≊_ _≋_ _∷ᵥ_ [-]-ᵀ : (M : Matrix A B) (V : Vector A) → M [ V ] ≊ [ V ] (M ᵀ) [-]-ᵀ [] V = ≊.sym (≊.reflexive ([-]-[]ᵥ V)) [-]-ᵀ (M₀ ∷ M) V = begin M₀ ∙ V ∷ map (_∙ V) M ≈⟨ ∙-comm M₀ V PW.∷ (PW.map⁺ (λ {x} ≊V → trans (∙-comm x V) (∙-cong ≊.refl ≊V)) ≋.refl) ⟩ V ∙ M₀ ∷ map (V ∙_) M ≡⟨⟩ map (V ∙_) (M₀ ∷ᵥ M) ≡⟨ ≡.cong (map (V ∙_) ∘ (M₀ ∷ᵥ_)) (M ᵀᵀ) ⟨ map (V ∙_) (M₀ ∷ᵥ M ᵀ ᵀ) ≡⟨ ≡.cong (map (V ∙_)) (∷ₕ-ᵀ M₀ (M ᵀ)) ⟨ map (V ∙_) ((M₀ ∷ₕ (M ᵀ)) ᵀ) ∎ where open ≈-Reasoning (≊-setoid _) opaque unfolding ≋-setoid []ᵥ mapRows ⟨⟩ _∷ₕ_ _∷ᵥ_ ·-ᵀ : {A B C : ℕ} (M : Matrix A B) (N : Matrix B C) → (N · M) ᵀ ≋ M ᵀ · N ᵀ ·-ᵀ {A} {B} {zero} M [] = begin []ᵥ ≡⟨ map-const (M ᵀ) ⟨⟩ ⟨ map (λ _ → ⟨⟩) (M ᵀ) ≡⟨ map-cong [-]-[]ᵥ (M ᵀ) ⟨ map ([_] []ᵥ) (M ᵀ) ∎ where open ≈-Reasoning (≋-setoid 0 A) ·-ᵀ {A} {B} {suc C} M (N₀ ∷ N) = begin map ([_] M) (N₀ ∷ᵥ N) ᵀ ≡⟨ -[-]ᵀ (N₀ ∷ᵥ N) M ⟨ map ((N₀ ∷ᵥ N) [_]) (M ᵀ) ≈⟨ PW.map⁺ (λ {V} ≋V → ≊.trans ([-]-ᵀ (N₀ ∷ᵥ N) V) ([-]--cong {A = (N₀ ∷ᵥ N) ᵀ} ≋V ≋.refl)) ≋.refl ⟩ map ([_] ((N₀ ∷ᵥ N) ᵀ)) (M ᵀ) ≡⟨ map-cong (λ V → ≡.cong ([ V ]_) (∷ᵥ-ᵀ N₀ N)) (M ᵀ) ⟩ map ([_] (N₀ ∷ₕ N ᵀ)) (M ᵀ) ∎ where open ≈-Reasoning (≋-setoid (suc C) A) opaque unfolding _ᵀ _≋_ ᵀ-cong : {M M′ : Matrix A B} → M ≋ M′ → M ᵀ ≋ M′ ᵀ ᵀ-cong ≋M = transpose-cong setoid ≋M opaque unfolding _≋_ ᵀ-involutive : (M : Matrix A B) → (M ᵀ) ᵀ ≋ M ᵀ-involutive M = ≋.reflexive (M ᵀᵀ) opaque unfolding _≋_ ≋λᵀ : ([]ᵥ ∥ I) ᵀ ≋ 𝟎 ≑ I {A} ≋λᵀ = begin ([]ᵥ ∥ I) ᵀ ≡⟨ ≡.cong (_ᵀ) ([]ᵥ-∥ I) ⟩ I ᵀ ≈⟨ Iᵀ ⟩ I ≡⟨ []ₕ-≑ I ⟨ []ₕ ≑ I ≡⟨ ≡.cong (_≑ I) ([]ₕ-! 𝟎) ⟨ 𝟎 ≑ I ∎ where open ≈-Reasoning (≋-setoid _ _) opaque unfolding Matrix _∥_ _ᵀ _≑_ _+++_ _∷ₕ_ ∥-ᵀ : (M : Matrix A C) (N : Matrix B C) → (M ∥ N) ᵀ ≡ M ᵀ ≑ N ᵀ ∥-ᵀ {A} {zero} {B} [] [] = ≡.sym (replicate-++ A B []) ∥-ᵀ (M₀ ∷ M) (N₀ ∷ N) = begin (M₀ +++ N₀) ∷ₕ ((M ∥ N) ᵀ) ≡⟨ ≡.cong ((M₀ +++ N₀) ∷ₕ_) (∥-ᵀ M N) ⟩ (M₀ +++ N₀) ∷ₕ (M ᵀ ≑ N ᵀ) ≡⟨ ∷ₕ-≑ M₀ N₀ (M ᵀ) (N ᵀ) ⟩ (M₀ ∷ₕ M ᵀ) ≑ (N₀ ∷ₕ N ᵀ) ∎ where open ≡-Reasoning ≑-ᵀ : (M : Matrix A B) (N : Matrix A C) → (M ≑ N) ᵀ ≡ M ᵀ ∥ N ᵀ ≑-ᵀ M N = begin (M ≑ N) ᵀ ≡⟨ ≡.cong₂ (λ h₁ h₂ → (h₁ ≑ h₂) ᵀ) (M ᵀᵀ) (N ᵀᵀ) ⟨ (M ᵀ ᵀ ≑ N ᵀ ᵀ ) ᵀ ≡⟨ ≡.cong (_ᵀ) (∥-ᵀ (M ᵀ) (N ᵀ)) ⟨ (M ᵀ ∥ N ᵀ ) ᵀ ᵀ ≡⟨ (M ᵀ ∥ N ᵀ ) ᵀᵀ ⟩ M ᵀ ∥ N ᵀ ∎ where open ≡-Reasoning opaque unfolding _≋_ ≋ρᵀ : (I ∥ []ᵥ) ᵀ ≋ I {A} ≑ 𝟎 ≋ρᵀ {A} = begin (I ∥ []ᵥ) ᵀ ≡⟨ ∥-ᵀ I []ᵥ ⟩ I ᵀ ≑ []ᵥ ᵀ ≡⟨ ≡.cong (I ᵀ ≑_) []ᵥ-ᵀ ⟩ I ᵀ ≑ []ₕ ≡⟨ ≡.cong (_≑ []ₕ) transpose-I ⟩ I ≑ []ₕ ≡⟨ ≡.cong (I ≑_) ([]ₕ-! 𝟎) ⟨ I ≑ 𝟎 ∎ where open ≈-Reasoning (≋-setoid _ _) open import Data.Vec using () renaming (cast to castVec) open import Data.Vec.Properties using (++-assoc-eqFree) renaming (cast-is-id to castVec-is-id) opaque unfolding Matrix Vector cast₁ : .(A ≡ B) → Matrix A C → Matrix B C cast₁ eq = map (castVec eq) opaque unfolding Matrix cast₂ : .(B ≡ C) → Matrix A B → Matrix A C cast₂ eq [] = castVec eq [] cast₂ {B} {suc C} {A} eq (x ∷ M) = x ∷ cast₂ (ℕ-Props.suc-injective eq) M opaque unfolding cast₁ cast₁-is-id : .(eq : A ≡ A) (M : Matrix A B) → cast₁ eq M ≡ M cast₁-is-id _ [] = ≡.refl cast₁-is-id _ (M₀ ∷ M) = ≡.cong₂ _∷_ (castVec-is-id _ M₀) (cast₁-is-id _ M) opaque unfolding cast₂ cast₂-is-id : .(eq : B ≡ B) (M : Matrix A B) → cast₂ eq M ≡ M cast₂-is-id _ [] = ≡.refl cast₂-is-id eq (M₀ ∷ M) = ≡.cong (M₀ ∷_) (cast₂-is-id (ℕ-Props.suc-injective eq) M) opaque unfolding cast₂ cast₂-trans : .(eq₁ : B ≡ C) (eq₂ : C ≡ D) (M : Matrix A B) → cast₂ eq₂ (cast₂ eq₁ M) ≡ cast₂ (≡.trans eq₁ eq₂) M cast₂-trans {zero} {zero} {zero} {A} eq₁ eq₂ [] = ≡.refl cast₂-trans {suc B} {suc C} {suc D} {A} eq₁ eq₂ (M₀ ∷ M) = ≡.cong (M₀ ∷_) (cast₂-trans (ℕ-Props.suc-injective eq₁) (ℕ-Props.suc-injective eq₂) M) opaque unfolding _∥_ cast₁ ∥-assoc : (X : Matrix A D) (Y : Matrix B D) (Z : Matrix C D) → cast₁ (ℕ-Props.+-assoc A B C) ((X ∥ Y) ∥ Z) ≡ X ∥ Y ∥ Z ∥-assoc [] [] [] = cast₁-is-id ≡.refl [] ∥-assoc (X₀ ∷ X) (Y₀ ∷ Y) (Z₀ ∷ Z) = ≡.cong₂ _∷_ (++-assoc-eqFree X₀ Y₀ Z₀) (∥-assoc X Y Z) opaque unfolding _≑_ cast₂ ≑-assoc : (X : Matrix A B) (Y : Matrix A C) (Z : Matrix A D) → cast₂ (ℕ-Props.+-assoc B C D) ((X ≑ Y) ≑ Z) ≡ X ≑ Y ≑ Z ≑-assoc [] Y Z = cast₂-is-id ≡.refl (Y ≑ Z) ≑-assoc (X₀ ∷ X) Y Z = ≡.cong (X₀ ∷_) (≑-assoc X Y Z) ≑-sym-assoc : (X : Matrix A B) (Y : Matrix A C) (Z : Matrix A D) → cast₂ (≡.sym (ℕ-Props.+-assoc B C D)) (X ≑ Y ≑ Z) ≡ (X ≑ Y) ≑ Z ≑-sym-assoc {A} {B} {C} {D} X Y Z = begin cast₂ _ (X ≑ Y ≑ Z) ≡⟨ ≡.cong (cast₂ _) (≑-assoc X Y Z) ⟨ cast₂ _ (cast₂ assoc ((X ≑ Y) ≑ Z)) ≡⟨ cast₂-trans assoc (≡.sym assoc) ((X ≑ Y) ≑ Z) ⟩ cast₂ _ ((X ≑ Y) ≑ Z) ≡⟨ cast₂-is-id _ ((X ≑ Y) ≑ Z) ⟩ (X ≑ Y) ≑ Z ∎ where open ≡-Reasoning assoc : B ℕ.+ C ℕ.+ D ≡ B ℕ.+ (C ℕ.+ D) assoc = ℕ-Props.+-assoc B C D opaque unfolding _∥_ _≑_ _+++_ ∥-≑ : {A₁ B₁ A₂ B₂ : ℕ} (W : Matrix A₁ B₁) (X : Matrix A₂ B₁) (Y : Matrix A₁ B₂) (Z : Matrix A₂ B₂) → W ∥ X ≑ Y ∥ Z ≡ (W ≑ Y) ∥ (X ≑ Z) ∥-≑ {A₁} {ℕ.zero} {A₂} {B₂} [] [] Y Z = ≡.refl ∥-≑ {A₁} {suc B₁} {A₂} {B₂} (W₀ ∷ W) (X₀ ∷ X) Y Z = ≡.cong ((W₀ +++ X₀) ∷_) (∥-≑ W X Y Z) ∥-≑⁴ : (R : Matrix A D) (S : Matrix B D) (T : Matrix C D) (U : Matrix A E) (V : Matrix B E) (W : Matrix C E) (X : Matrix A F) (Y : Matrix B F) (Z : Matrix C F) → (R ∥ S ∥ T) ≑ (U ∥ V ∥ W) ≑ (X ∥ Y ∥ Z) ≡ (R ≑ U ≑ X) ∥ (S ≑ V ≑ Y) ∥ (T ≑ W ≑ Z) ∥-≑⁴ R S T U V W X Y Z = begin R ∥ S ∥ T ≑ U ∥ V ∥ W ≑ X ∥ Y ∥ Z ≡⟨ ≡.cong (R ∥ S ∥ T ≑_) (∥-≑ U (V ∥ W) X (Y ∥ Z)) ⟩ R ∥ S ∥ T ≑ (U ≑ X) ∥ (V ∥ W ≑ Y ∥ Z) ≡⟨ ≡.cong (λ h → (R ∥ S ∥ T ≑ (U ≑ X) ∥ h)) (∥-≑ V W Y Z) ⟩ R ∥ S ∥ T ≑ (U ≑ X) ∥ (V ≑ Y) ∥ (W ≑ Z) ≡⟨ ∥-≑ R (S ∥ T) (U ≑ X) ((V ≑ Y) ∥ (W ≑ Z)) ⟩ (R ≑ (U ≑ X)) ∥ ((S ∥ T) ≑ ((V ≑ Y) ∥ (W ≑ Z))) ≡⟨ ≡.cong ((R ≑ U ≑ X) ∥_) (∥-≑ S T (V ≑ Y) (W ≑ Z)) ⟩ (R ≑ U ≑ X) ∥ (S ≑ V ≑ Y) ∥ (T ≑ W ≑ Z) ∎ where open ≡-Reasoning opaque unfolding Vector cast : .(A ≡ B) → Vector A → Vector B cast = castVec opaque unfolding cast cast₂ _∷ₕ_ cast₂-∷ₕ : .(eq : B ≡ C) (V : Vector B) (M : Matrix A B) → cast eq V ∷ₕ cast₂ eq M ≡ cast₂ eq (V ∷ₕ M) cast₂-∷ₕ {zero} {zero} {A} _ [] [] = ≡.sym (cast₂-is-id ≡.refl ([] ∷ₕ [])) cast₂-∷ₕ {suc B} {suc C} {A} eq (x ∷ V) (M₀ ∷ M) = ≡.cong ((x ∷ M₀) ∷_) (cast₂-∷ₕ _ V M) opaque unfolding []ᵥ cast₂ cast₂-[]ᵥ : .(eq : A ≡ B) → cast₂ eq []ᵥ ≡ []ᵥ cast₂-[]ᵥ {zero} {zero} _ = ≡.refl cast₂-[]ᵥ {suc A} {suc B} eq = ≡.cong ([] ∷_) (cast₂-[]ᵥ (ℕ-Props.suc-injective eq)) cast₂-∥ : .(eq : C ≡ D) (M : Matrix A C) (N : Matrix B C) → cast₂ eq M ∥ cast₂ eq N ≡ cast₂ eq (M ∥ N) cast₂-∥ {C} {D} {zero} {B} eq M N rewrite ([]ᵥ-! M) = begin cast₂ _ []ᵥ ∥ cast₂ _ N ≡⟨ ≡.cong (_∥ cast₂ _ N) (cast₂-[]ᵥ _) ⟩ []ᵥ ∥ cast₂ _ N ≡⟨ []ᵥ-∥ (cast₂ _ N) ⟩ cast₂ _ N ≡⟨ ≡.cong (cast₂ _) ([]ᵥ-∥ N) ⟨ cast₂ _ ([]ᵥ ∥ N) ∎ where open ≡-Reasoning cast₂-∥ {C} {D} {suc A} {B} eq M N rewrite ≡.sym (head-∷-tailₕ M) using M₀ ← headₕ M using M ← tailₕ M = begin cast₂ _ (M₀ ∷ₕ M) ∥ (cast₂ _ N) ≡⟨ ≡.cong (_∥ (cast₂ eq N)) (cast₂-∷ₕ eq M₀ M) ⟨ (cast _ M₀ ∷ₕ cast₂ _ M) ∥ (cast₂ _ N) ≡⟨ ∷ₕ-∥ (cast _ M₀) (cast₂ _ M) (cast₂ _ N) ⟨ cast _ M₀ ∷ₕ (cast₂ _ M ∥ cast₂ _ N) ≡⟨ ≡.cong (cast eq M₀ ∷ₕ_) (cast₂-∥ _ M N) ⟩ cast _ M₀ ∷ₕ cast₂ _ (M ∥ N) ≡⟨ cast₂-∷ₕ eq M₀ (M ∥ N) ⟩ cast₂ _ (M₀ ∷ₕ (M ∥ N)) ≡⟨ ≡.cong (cast₂ eq) (∷ₕ-∥ M₀ M N) ⟩ cast₂ _ ((M₀ ∷ₕ M) ∥ N) ∎ where open ≡-Reasoning opaque unfolding 𝟎 _≑_ 𝟎≑𝟎 : 𝟎 {A} {B} ≑ 𝟎 {A} {C} ≡ 𝟎 𝟎≑𝟎 {B = zero} = ≡.refl 𝟎≑𝟎 {B = suc B} = ≡.cong (zeros ∷_) (𝟎≑𝟎 {B = B}) opaque unfolding _∷ₕ_ 𝟎 zeros zeros∷ₕ𝟎 : zeros ∷ₕ 𝟎 {A} {B} ≡ 𝟎 zeros∷ₕ𝟎 {A} {zero} = ≡.refl zeros∷ₕ𝟎 {A} {suc B} = ≡.cong (zeros ∷_) zeros∷ₕ𝟎 𝟎∥𝟎 : 𝟎 {A} {C} ∥ 𝟎 {B} {C} ≡ 𝟎 𝟎∥𝟎 {zero} {C} rewrite []ᵥ-! (𝟎 {0} {C}) = []ᵥ-∥ 𝟎 𝟎∥𝟎 {suc A} {C} {B} = begin 𝟎 ∥ 𝟎  ≡⟨ ≡.cong (_∥ 𝟎) (zeros∷ₕ𝟎 {A} {C}) ⟨ (zeros ∷ₕ 𝟎 {A}) ∥ 𝟎  ≡⟨ ∷ₕ-∥ zeros 𝟎 𝟎 ⟨ zeros ∷ₕ 𝟎 {A} ∥ 𝟎  ≡⟨ ≡.cong (zeros ∷ₕ_) 𝟎∥𝟎 ⟩ zeros ∷ₕ 𝟎  ≡⟨ zeros∷ₕ𝟎 ⟩ 𝟎 ∎ where open ≡-Reasoning opaque unfolding _≋_ ≋αᵀ : (((I {A} ≑ 𝟎 {A} {B ℕ.+ C}) ∥ (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎)) ∥ (𝟎 {_} {A} ≑ I {B ℕ.+ C}) · (𝟎 ≑ I {C})) ᵀ ≋ (I {A ℕ.+ B} ≑ 𝟎) · (I {A} ≑ 𝟎) ∥ (I {A ℕ.+ B} ≑ 𝟎) · (𝟎 ≑ I {B}) ∥ (𝟎 ≑ I {C}) ≋αᵀ {A} {B} {C} = begin (((I {A} ≑ 𝟎 {A} {B ℕ.+ C}) ∥ (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ∥ (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ ≡⟨ ∥-ᵀ ((I {A} ≑ 𝟎 {A} {B ℕ.+ C}) ∥ (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ⟩ ((I {A} ≑ 𝟎 {A} {B ℕ.+ C}) ∥ (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ᵀ ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ ≡⟨ ≡.cong (_≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ) (∥-ᵀ (I {A} ≑ 𝟎 {A} {B ℕ.+ C}) ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C}))) ⟩ ((I {A} ≑ 𝟎 {A} {B ℕ.+ C}) ᵀ ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ᵀ) ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ ≡⟨ ≡.cong (λ h → (h ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ᵀ) ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ) (≑-ᵀ I 𝟎) ⟩ (I {A} ᵀ ∥ 𝟎 {A} {B ℕ.+ C} ᵀ ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ᵀ) ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ ≡⟨ ≡.cong (λ h → (h ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ᵀ) ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ) (≡.cong₂ _∥_ Iᵀ′ 𝟎ᵀ) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (I {B} ≑ 𝟎 {B} {C})) ᵀ) ≑ ((𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) · (𝟎 {C} {B} ≑ I {C})) ᵀ ≈⟨ ≑-cong (≑-cong ≋.refl (·-ᵀ (I ≑ 𝟎) (𝟎 ≑ I))) (·-ᵀ (𝟎 ≑ I) (𝟎 ≑ I)) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ (I {B} ≑ 𝟎 {B} {C}) ᵀ · (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) ᵀ) ≑ (𝟎 {C} {B} ≑ I {C}) ᵀ · (𝟎 {B ℕ.+ C} {A} ≑ I {B ℕ.+ C}) ᵀ ≡⟨ ≡.cong₂ _≑_ (≡.cong₂ (λ h₁ h₂ → I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ h₁ · h₂) (≑-ᵀ I 𝟎) (≑-ᵀ 𝟎 I)) (≡.cong₂ _·_ (≑-ᵀ 𝟎 I) (≑-ᵀ 𝟎 I)) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ (I {B} ᵀ ∥ 𝟎 {B} {C} ᵀ) · (𝟎 {B ℕ.+ C} {A} ᵀ ∥ I {B ℕ.+ C} ᵀ)) ≑ (𝟎 {C} {B} ᵀ ∥ I {C} ᵀ) · (𝟎 {B ℕ.+ C} {A} ᵀ ∥ I {B ℕ.+ C} ᵀ) ≡⟨ ≡.cong₂ _≑_ (≡.cong₂ (λ h₁ h₂ → I {A} ∥ 𝟎 ≑ h₁ · h₂) (≡.cong₂ _∥_ Iᵀ′ 𝟎ᵀ) (≡.cong₂ _∥_ 𝟎ᵀ Iᵀ′)) (≡.cong₂ _·_ (≡.cong₂ _∥_ 𝟎ᵀ Iᵀ′) (≡.cong₂ _∥_ 𝟎ᵀ Iᵀ′)) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ (I {B} ∥ 𝟎 {C} {B}) · (𝟎 {A} {B ℕ.+ C} ∥ I {B ℕ.+ C})) ≑ (𝟎 {B} {C} ∥ I {C}) · (𝟎 {A} {B ℕ.+ C} ∥ I {B ℕ.+ C}) ≡⟨ ≡.cong (λ h → (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ h) ≑ (𝟎 {B} {C} ∥ I {C}) · (𝟎 {A} {B ℕ.+ C} ∥ I {B ℕ.+ C})) (·-∥ (I ∥ 𝟎) 𝟎 I) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ (I {B} ∥ 𝟎 {C} {B}) · 𝟎 {A} {B ℕ.+ C} ∥ (I {B} ∥ 𝟎 {C} {B}) · I {B ℕ.+ C}) ≑ (𝟎 {B} {C} ∥ I {C}) · (𝟎 {A} {B ℕ.+ C} ∥ I {B ℕ.+ C}) ≈⟨ ≑-cong (≑-cong ≋.refl (∥-cong (·-𝟎ʳ (I ∥ 𝟎)) ·-identityʳ)) ≋.refl ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ 𝟎 {A} {B} ∥ I {B} ∥ 𝟎 {C} {B}) ≑ (𝟎 {B} {C} ∥ I {C}) · (𝟎 {A} {B ℕ.+ C} ∥ I {B ℕ.+ C}) ≡⟨ ≡.cong ((I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ 𝟎 {A} {B} ∥ I {B} ∥ 𝟎 {C} {B}) ≑_) (·-∥ (𝟎 ∥ I) 𝟎 I) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ 𝟎 {A} {B} ∥ I {B} ∥ 𝟎 {C} {B}) ≑ (𝟎 {B} {C} ∥ I {C}) · (𝟎 {A} {B ℕ.+ C}) ∥ (𝟎 {B} {C} ∥ I {C}) · I {B ℕ.+ C} ≈⟨ ≑-cong ≋.refl (∥-cong (·-𝟎ʳ (𝟎 ∥ I)) ·-identityʳ) ⟩ (I {A} ∥ 𝟎 {B ℕ.+ C} {A} ≑ 𝟎 {A} {B} ∥ I {B} ∥ 𝟎 {C} {B}) ≑ 𝟎 {A} {C} ∥ 𝟎 {B} {C} ∥ I {C} ≡⟨ ≡.cong (λ h → (I {A} ∥ h ≑ 𝟎 {A} {B} ∥ I {B} ∥ 𝟎 {C} {B}) ≑ 𝟎 {A} {C} ∥ 𝟎 {B} {C} ∥ I {C}) 𝟎∥𝟎 ⟨ (I {A} ∥ 𝟎 {B} ∥ 𝟎 {C} ≑ 𝟎 {A} ∥ I {B} ∥ 𝟎 {C}) ≑ 𝟎 {A} ∥ 𝟎 {B} ∥ I {C} ≡⟨ ≑-sym-assoc (I {A} ∥ 𝟎 {B} ∥ 𝟎 {C}) (𝟎 {A} ∥ I {B} ∥ 𝟎 {C}) (𝟎 {A} ∥ 𝟎 {B} ∥ I {C}) ⟨ cast₂ _ (I {A} ∥ 𝟎 {B} ∥ 𝟎 {C} ≑ 𝟎 {A} ∥ I {B} ∥ 𝟎 {C} ≑ 𝟎 {A} ∥ 𝟎 {B} ∥ I {C}) ≡⟨ ≡.cong (cast₂ _) (∥-≑⁴ I 𝟎 𝟎 𝟎 I 𝟎 𝟎 𝟎 I) ⟩ cast₂ (≡.sym assoc) ((I {A} ≑ 𝟎 {A} {B} ≑ (𝟎 {A} {C})) ∥ (𝟎 {B} {A} ≑ I {B} ≑ 𝟎 {B} {C}) ∥ ((𝟎 {C} {A} ≑ 𝟎 {C} {B} ≑ I {C}))) ≡⟨ cast₂-∥ (≡.sym assoc) ((I {A} ≑ 𝟎 {A} {B} ≑ (𝟎 {A} {C}))) ((𝟎 {B} {A} ≑ I {B} ≑ 𝟎 {B} {C}) ∥ ((𝟎 {C} {A} ≑ 𝟎 {C} {B} ≑ I {C}))) ⟨ (cast₂ (≡.sym assoc) (I {A} ≑ 𝟎 {A} {B} ≑ (𝟎 {A} {C}))) ∥ cast₂ (≡.sym assoc) ((𝟎 {B} {A} ≑ I {B} ≑ 𝟎 {B} {C}) ∥ ((𝟎 {C} {A} ≑ 𝟎 {C} {B} ≑ I {C}))) ≡⟨ ≡.cong (cast₂ (≡.sym assoc) (I {A} ≑ 𝟎 {A} {B} ≑ (𝟎 {A} {C})) ∥_) (cast₂-∥ (≡.sym assoc) (𝟎 {B} {A} ≑ I {B} ≑ 𝟎 {B} {C}) (𝟎 {C} {A} ≑ 𝟎 {C} {B} ≑ I {C})) ⟨ cast₂ (≡.sym assoc) (I {A} ≑ 𝟎 {A} {B} ≑ (𝟎 {A} {C})) ∥ cast₂ (≡.sym assoc) (𝟎 {B} {A} ≑ I {B} ≑ 𝟎 {B} {C}) ∥ cast₂ (≡.sym assoc) (𝟎 {C} {A} ≑ 𝟎 {C} {B} ≑ I {C}) ≡⟨ ≡.cong₂ _∥_ (≑-sym-assoc I 𝟎 𝟎) (≡.cong₂ _∥_ (≑-sym-assoc 𝟎 I 𝟎) (≑-sym-assoc 𝟎 𝟎 I)) ⟩ ((I {A} ≑ 𝟎 {A} {B}) ≑ (𝟎 {A} {C})) ∥ ((𝟎 {B} {A} ≑ I {B}) ≑ 𝟎 {B} {C}) ∥ ((𝟎 {C} {A} ≑ 𝟎 {C} {B}) ≑ I {C}) ≡⟨ ≡.cong (λ h → ((I {A} ≑ 𝟎 {A} {B}) ≑ (𝟎 {A} {C})) ∥ ((𝟎 {B} {A} ≑ I {B}) ≑ 𝟎 {B} {C}) ∥ (h ≑ I {C})) 𝟎≑𝟎 ⟩ ((I {A} ≑ 𝟎 {A} {B}) ≑ (𝟎 {A} {C})) ∥ ((𝟎 {B} {A} ≑ I {B}) ≑ 𝟎 {B} {C}) ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C}) ≈⟨ ∥-cong ≋.refl (∥-cong (≑-cong ·-identityˡ (·-𝟎ˡ (𝟎 ≑ I))) ≋.refl) ⟨ ((I {A} ≑ 𝟎 {A} {B}) ≑ (𝟎 {A} {C})) ∥ (((I {A ℕ.+ B} · (𝟎 {B} {A} ≑ I {B})) ≑ (𝟎 {A ℕ.+ B} {C} · (𝟎 {B} {A} ≑ I {B})))) ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C}) ≡⟨ ≡.cong (λ h → ((I {A} ≑ 𝟎 {A} {B}) ≑ (𝟎 {A} {C})) ∥ h ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C})) (≑-· I 𝟎 (𝟎 ≑ I)) ⟨ ((I {A} ≑ 𝟎 {A} {B}) ≑ (𝟎 {A} {C})) ∥ ((I {A ℕ.+ B} ≑ 𝟎 {A ℕ.+ B} {C}) · (𝟎 {B} {A} ≑ I {B})) ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C}) ≈⟨ ∥-cong (≑-cong ·-identityˡ (·-𝟎ˡ (I ≑ 𝟎))) ≋.refl ⟨ ((I {A ℕ.+ B} · (I {A} ≑ 𝟎 {A} {B})) ≑ (𝟎 {A ℕ.+ B} {C} · (I {A} ≑ 𝟎 {A} {B}))) ∥ ((I {A ℕ.+ B} ≑ 𝟎 {A ℕ.+ B} {C}) · (𝟎 {B} {A} ≑ I {B})) ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C}) ≡⟨ ≡.cong (λ h → h ∥ ((I {A ℕ.+ B} ≑ 𝟎 {A ℕ.+ B} {C}) · (𝟎 {B} {A} ≑ I {B})) ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C})) (≑-· I 𝟎 (I ≑ 𝟎)) ⟨ (I {A ℕ.+ B} ≑ 𝟎 {A ℕ.+ B} {C}) · (I {A} ≑ 𝟎 {A} {B}) ∥ ((I {A ℕ.+ B} ≑ 𝟎 {A ℕ.+ B} {C}) · (𝟎 {B} {A} ≑ I {B})) ∥ (𝟎 {C} {A ℕ.+ B} ≑ I {C}) ∎ where assoc : A ℕ.+ B ℕ.+ C ≡ A ℕ.+ (B ℕ.+ C) assoc = ℕ-Props.+-assoc A B C Iᵀ′ : {A : ℕ} → I ᵀ ≡ I {A} Iᵀ′ = transpose-I open ≈-Reasoning (≋-setoid _ _) opaque unfolding ≋-setoid ≋σᵀ : ((𝟎 ≑ I {A}) ∥ (I {B} ≑ 𝟎)) ᵀ ≋ (𝟎 ≑ I {B}) ∥ (I {A} ≑ 𝟎) ≋σᵀ {A} {B} = begin ((𝟎 ≑ I) ∥ (I ≑ 𝟎)) ᵀ ≡⟨ ∥-ᵀ (𝟎 ≑ I) (I ≑ 𝟎) ⟩ (𝟎 ≑ I {A}) ᵀ ≑ (I ≑ 𝟎) ᵀ ≡⟨ ≡.cong₂ _≑_ (≑-ᵀ 𝟎 I) (≑-ᵀ I 𝟎) ⟩ 𝟎 ᵀ ∥ (I {A}) ᵀ ≑ I ᵀ ∥ 𝟎 ᵀ ≡⟨ ≡.cong₂ _≑_ (≡.cong₂ _∥_ 𝟎ᵀ transpose-I) (≡.cong₂ _∥_ transpose-I 𝟎ᵀ) ⟩ 𝟎 ∥ I {A} ≑ I ∥ 𝟎 ≡⟨ ∥-≑ 𝟎 I I 𝟎 ⟩ (𝟎 ≑ I {B}) ∥ (I ≑ 𝟎) ∎ where open ≈-Reasoning (≋-setoid _ _) opaque unfolding ≋-setoid ≋⊗ : (M : Matrix A B) (N : Matrix C D) → (I ≑ 𝟎) · M ∥ (𝟎 ≑ I) · N ≋ (M ≑ 𝟎) ∥ (𝟎 ≑ N) ≋⊗ M N = begin (I ≑ 𝟎) · M ∥ (𝟎 ≑ I) · N ≡⟨ ≡.cong₂ _∥_ (≑-· I 𝟎 M) (≑-· 𝟎 I N) ⟩ (I · M ≑ 𝟎 · M) ∥ (𝟎 · N ≑ I · N) ≈⟨ ∥-cong (≑-cong ·-identityˡ (·-𝟎ˡ M)) (≑-cong (·-𝟎ˡ N) ·-identityˡ) ⟩ (M ≑ 𝟎) ∥ (𝟎 ≑ N) ∎ where open ≈-Reasoning (≋-setoid _ _) opaque unfolding ≋-setoid ᵀ-resp-⊗ : {M : Matrix A B} {N : Matrix C D} → ((I ≑ 𝟎) · M ∥ (𝟎 ≑ I) · N) ᵀ ≋ (I ≑ 𝟎) · M ᵀ ∥ (𝟎 ≑ I) · N ᵀ ᵀ-resp-⊗ {M = M} {N = N} = begin ((I ≑ 𝟎) · M ∥ (𝟎 ≑ I) · N) ᵀ ≈⟨ ᵀ-cong (≋⊗ M N) ⟩ ((M ≑ 𝟎) ∥ (𝟎 ≑ N)) ᵀ ≡⟨ ≡.cong (_ᵀ) (∥-≑ M 𝟎 𝟎 N) ⟨ ((M ∥ 𝟎) ≑ (𝟎 ∥ N)) ᵀ ≡⟨ ≑-ᵀ (M ∥ 𝟎) (𝟎 ∥ N) ⟩ (M ∥ 𝟎) ᵀ ∥ (𝟎 ∥ N) ᵀ ≡⟨ ≡.cong₂ _∥_ (∥-ᵀ M 𝟎) (∥-ᵀ 𝟎 N) ⟩ (M ᵀ ≑ 𝟎 ᵀ) ∥ (𝟎 ᵀ ≑ N ᵀ) ≡⟨ ≡.cong₂ (λ h₁ h₂ → (M ᵀ ≑ h₁) ∥ (h₂ ≑ N ᵀ)) 𝟎ᵀ 𝟎ᵀ ⟩ (M ᵀ ≑ 𝟎) ∥ (𝟎 ≑ N ᵀ) ≈⟨ ≋⊗ (M ᵀ) (N ᵀ) ⟨ (I ≑ 𝟎) · M ᵀ ∥ (𝟎 ≑ I) · N ᵀ ∎ where open ≈-Reasoning (≋-setoid _ _) Mat-DaggerCocartesian : DaggerCocartesianMonoidal Mat-DaggerCocartesian = record { cocartesian = Mat-Cocartesian ; dagger = record { _† = λ M → M ᵀ ; †-identity = Iᵀ ; †-homomorphism = λ {f = f} {g} → ·-ᵀ f g ; †-resp-≈ = ᵀ-cong ; †-involutive = ᵀ-involutive } ; λ≅† = ≋λᵀ ; ρ≅† = ≋ρᵀ ; α≅† = ≋αᵀ ; σ≅† = ≋σᵀ ; †-resp-⊗ = ᵀ-resp-⊗ } opaque unfolding ≋-setoid p₁-i₁ : (I ≑ 𝟎) ᵀ · (I ≑ 𝟎 {A} {B}) ≋ I p₁-i₁ = begin (I ≑ 𝟎) ᵀ · (I ≑ 𝟎) ≡⟨ ≡.cong (_· (I ≑ 𝟎)) (≑-ᵀ I 𝟎) ⟩ (I ᵀ ∥ 𝟎 ᵀ) · (I ≑ 𝟎) ≡⟨ ≡.cong₂ (λ h₁ h₂ → (h₁ ∥ h₂) · (I ≑ 𝟎)) transpose-I 𝟎ᵀ ⟩ (I ∥ 𝟎) · (I ≑ 𝟎) ≈⟨ ∥-·-≑ I 𝟎 I 𝟎 ⟩ (I · I) [+] (𝟎 · 𝟎) ≈⟨ [+]-cong ·-identityˡ (·-𝟎ˡ 𝟎) ⟩ I [+] 𝟎 ≈⟨ [+]-𝟎ʳ I ⟩ I ∎ where open ≈-Reasoning (≋-setoid _ _) opaque unfolding ≋-setoid p₂-i₂ : (𝟎 {A} {B} ≑ I) ᵀ · (𝟎 ≑ I) ≋ I p₂-i₂ = begin (𝟎 ≑ I) ᵀ · (𝟎 ≑ I) ≡⟨ ≡.cong (_· (𝟎 ≑ I)) (≑-ᵀ 𝟎 I) ⟩ (𝟎 ᵀ ∥ I ᵀ) · (𝟎 ≑ I) ≡⟨ ≡.cong₂ (λ h₁ h₂ → (h₁ ∥ h₂) · (𝟎 ≑ I)) 𝟎ᵀ transpose-I ⟩ (𝟎 ∥ I) · (𝟎 ≑ I) ≈⟨ ∥-·-≑ 𝟎 I 𝟎 I ⟩ (𝟎 · 𝟎) [+] (I · I) ≈⟨ [+]-cong (·-𝟎ˡ 𝟎) ·-identityˡ ⟩ 𝟎 [+] I ≈⟨ [+]-𝟎ˡ I ⟩ I ∎ where open ≈-Reasoning (≋-setoid _ _) opaque unfolding 𝟎 mapRows ⟨⟩ []ᵥ·[]ₕ : []ᵥ · []ₕ ≡ 𝟎 {A} {B} []ᵥ·[]ₕ {A} {B} = begin map ([_] []ₕ) []ᵥ ≡⟨ map-cong (λ { [] → [⟨⟩]-[]ₕ }) []ᵥ ⟩ map (λ _ → zeros) []ᵥ ≡⟨ map-const []ᵥ zeros ⟩ replicate B zeros ∎ where open ≡-Reasoning opaque unfolding ≋-setoid p₂-i₁ : (𝟎 {A} ≑ I) ᵀ · (I ≑ 𝟎 {B}) ≋ []ᵥ · []ᵥ ᵀ p₂-i₁ = begin (𝟎 ≑ I) ᵀ · (I ≑ 𝟎) ≡⟨ ≡.cong (_· (I ≑ 𝟎)) (≑-ᵀ 𝟎 I) ⟩ (𝟎 ᵀ ∥ I ᵀ) · (I ≑ 𝟎) ≡⟨ ≡.cong₂ (λ h₁ h₂ → (h₁ ∥ h₂) · (I ≑ 𝟎)) 𝟎ᵀ transpose-I ⟩ (𝟎 ∥ I) · (I ≑ 𝟎) ≈⟨ ∥-·-≑ 𝟎 I I 𝟎 ⟩ (𝟎 · I) [+] (I · 𝟎) ≈⟨ [+]-cong (·-𝟎ˡ I) (·-𝟎ʳ I) ⟩ 𝟎 [+] 𝟎 ≈⟨ [+]-𝟎ˡ 𝟎 ⟩ 𝟎 ≡⟨ []ᵥ·[]ₕ ⟨ []ᵥ · []ₕ ≡⟨ ≡.cong ([]ᵥ ·_) []ᵥ-ᵀ ⟨ []ᵥ · []ᵥ ᵀ ∎ where open ≈-Reasoning (≋-setoid _ _) opaque unfolding ≋-setoid p₁-i₂ : (I ≑ 𝟎 {A}) ᵀ · (𝟎 {B} ≑ I) ≋ []ᵥ · []ᵥ ᵀ p₁-i₂ = begin (I ≑ 𝟎) ᵀ · (𝟎 ≑ I) ≡⟨ ≡.cong (_· (𝟎 ≑ I)) (≑-ᵀ I 𝟎) ⟩ (I ᵀ ∥ 𝟎 ᵀ) · (𝟎 ≑ I) ≡⟨ ≡.cong₂ (λ h₁ h₂ → (h₁ ∥ h₂) · (𝟎 ≑ I)) transpose-I 𝟎ᵀ ⟩ (I ∥ 𝟎) · (𝟎 ≑ I) ≈⟨ ∥-·-≑ I 𝟎 𝟎 I ⟩ (I · 𝟎) [+] (𝟎 · I) ≈⟨ [+]-cong (·-𝟎ʳ I) (·-𝟎ˡ I) ⟩ 𝟎 [+] 𝟎 ≈⟨ [+]-𝟎ˡ 𝟎 ⟩ 𝟎 ≡⟨ []ᵥ·[]ₕ ⟨ []ᵥ · []ₕ ≡⟨ ≡.cong ([]ᵥ ·_) []ᵥ-ᵀ ⟨ []ᵥ · []ᵥ ᵀ ∎ where open ≈-Reasoning (≋-setoid _ _) Mat-SemiadditiveDagger : SemiadditiveDagger Mat-SemiadditiveDagger = record { daggerCocartesianMonoidal = Mat-DaggerCocartesian ; p₁-i₁ = p₁-i₁ ; p₂-i₂ = p₂-i₂ ; p₂-i₁ = p₂-i₁ ; p₁-i₂ = p₁-i₂ }