/- Copyright (c) 2024 Joseph Tooby-Smith. All rights reserved. Released under Apache 2.0 license as described in the file LICENSE. Authors: Joseph Tooby-Smith -/ import HepLean.Tensors.Tree.Basic /-! ## Basic node identities This file contains the basic node identities for tensor trees. More compliciated identities appear in there own files. -/ open IndexNotation open CategoryTheory open MonoidalCategory open OverColor open HepLean.Fin open TensorProduct namespace TensorTree variable {S : TensorSpecies} /-! ## Equality of constructors. -/ informal_lemma constVecNode_eq_vecNode where math :≈ "A constVecNode has equal tensor to the vecNode with the map evaluated at 1." deps :≈ [``constVecNode, ``vecNode] informal_lemma constTwoNode_eq_twoNode where math :≈ "A constTwoNode has equal tensor to the twoNode with the map evaluated at 1." deps :≈ [``constTwoNode, ``twoNode] /-! ## Negation -/ @[simp] lemma neg_neg (t : TensorTree S c) : (neg (neg t)).tensor = t.tensor := by simp only [neg_tensor, _root_.neg_neg] @[simp] lemma neg_fst_prod {c1 : Fin n → S.C} {c2 : Fin m → S.C} (T1 : TensorTree S c1) (T2 : TensorTree S c2) : (prod (neg T1) T2).tensor = (neg (prod T1 T2)).tensor := by simp only [prod_tensor, Functor.id_obj, Action.instMonoidalCategory_tensorObj_V, Equivalence.symm_inverse, Action.functorCategoryEquivalence_functor, Action.FunctorCategoryEquivalence.functor_obj_obj, neg_tensor, neg_tmul, map_neg] @[simp] lemma neg_snd_prod {c1 : Fin n → S.C} {c2 : Fin m → S.C} (T1 : TensorTree S c1) (T2 : TensorTree S c2) : (prod T1 (neg T2)).tensor = (neg (prod T1 T2)).tensor := by simp only [prod_tensor, Functor.id_obj, Action.instMonoidalCategory_tensorObj_V, Equivalence.symm_inverse, Action.functorCategoryEquivalence_functor, Action.FunctorCategoryEquivalence.functor_obj_obj, neg_tensor, tmul_neg, map_neg] @[simp] lemma neg_contr {n : ℕ} {c : Fin n.succ.succ → S.C} {i : Fin n.succ.succ} {j : Fin n.succ} {h : c (i.succAbove j) = S.τ (c i)} (t : TensorTree S c) : (contr i j h (neg t)).tensor = (neg (contr i j h t)).tensor := by simp only [Nat.succ_eq_add_one, contr_tensor, neg_tensor, map_neg] lemma neg_perm {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) (t : TensorTree S c) : (perm σ (neg t)).tensor = (neg (perm σ t)).tensor := by simp only [perm_tensor, neg_tensor, map_neg] @[simp] lemma neg_add (t : TensorTree S c) : (add (neg t) t).tensor = 0 := by rw [add_tensor, neg_tensor] simp only [neg_add_cancel] @[simp] lemma add_neg (t : TensorTree S c) : (add t (neg t)).tensor = 0 := by rw [add_tensor, neg_tensor] simp only [add_neg_cancel] /-! ## Basic perm identities -/ /-- Applying two permutations is the same as applying the transitive permutation. -/ lemma perm_perm {n n1 n2 : ℕ} {c : Fin n → S.C} {c1 : Fin n1 → S.C} {c2 : Fin n2 → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) (σ2 : (OverColor.mk c1) ⟶ (OverColor.mk c2)) (t : TensorTree S c) : (perm σ2 (perm σ t)).tensor = (perm (σ ≫ σ2) t).tensor := by simp [perm_tensor] /-- Applying the identity permutation is the same as not applying a permutation. -/ lemma perm_id (t : TensorTree S c) : (perm (𝟙 (OverColor.mk c)) t).tensor = t.tensor := by simp [perm_tensor] /-- Applying a permutation which is equal to the identity permutation is the same as not applying a permutation. -/ lemma perm_eq_id {n : ℕ} {c : Fin n → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c)) (h : σ = 𝟙 _) (t : TensorTree S c) : (perm σ t).tensor = t.tensor := by simp [perm_tensor, h] lemma perm_eq_of_eq_perm {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ≅ (OverColor.mk c1)) {t : TensorTree S c} {t2 : TensorTree S c1} (h : (perm σ.hom t).tensor = t2.tensor) : t.tensor = (perm σ.inv t2).tensor := by rw [perm_tensor, ← h] change _ = (S.F.map σ.hom ≫ S.F.map σ.inv).hom _ simp only [Iso.map_hom_inv_id, Action.id_hom, ModuleCat.id_apply] lemma perm_eq_iff_eq_perm {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) {t : TensorTree S c} {t2 : TensorTree S c1} : (perm σ t).tensor = t2.tensor ↔ t.tensor = (perm (equivToHomEq (Hom.toEquiv σ).symm (fun x => Hom.toEquiv_comp_apply σ x)) t2).tensor := by refine Iff.intro (fun h => ?_) (fun h => ?_) · simp only [mk_hom, perm_tensor, ← h] change _ = (S.F.map _ ≫ S.F.map _).hom _ rw [← S.F.map_comp] have h1 : (σ ≫ equivToHomEq (Hom.toEquiv σ).symm (fun x => Hom.toEquiv_comp_apply σ x)) = 𝟙 _ := by apply Hom.ext ext x change (Hom.toEquiv σ).symm ((Hom.toEquiv σ) x) = x simp rw [h1] simp · rw [perm_tensor, h] change (S.F.map _ ≫ S.F.map _).hom _ = _ rw [← S.F.map_comp] have h1 : (equivToHomEq (Hom.toEquiv σ).symm (fun x => Hom.toEquiv_comp_apply σ x) ≫ σ) = 𝟙 _ := by apply Hom.ext ext x change (Hom.toEquiv σ) ((Hom.toEquiv σ).symm x) = x simp rw [h1] simp /-! ## Vector based identities These identities are related to the fact that all the maps are linear. -/ lemma smul_smul (t : TensorTree S c) (a b : S.k) : (smul a (smul b t)).tensor = (smul (a * b) t).tensor := by simp only [smul_tensor] exact _root_.smul_smul a b t.tensor lemma smul_one (t : TensorTree S c) : (smul 1 t).tensor = t.tensor := by simp [smul_tensor] lemma smul_eq_one (t : TensorTree S c) (a : S.k) (h : a = 1) : (smul a t).tensor = t.tensor := by rw [h] exact smul_one _ /-- The addition node is commutative. -/ lemma add_comm (t1 t2 : TensorTree S c) : (add t1 t2).tensor = (add t2 t1).tensor := by simp only [add_tensor] exact AddCommMagma.add_comm t1.tensor t2.tensor /-- The addition node is associative. -/ lemma add_assoc (t1 t2 t3 : TensorTree S c) : (add (add t1 t2) t3).tensor = (add t1 (add t2 t3)).tensor := by simp only [add_tensor] exact _root_.add_assoc t1.tensor t2.tensor t3.tensor /-- When the same permutation acts on both arguments of an addition, the permutation can be moved out of the addition. -/ lemma add_perm {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) (t t1 : TensorTree S c) : (add (perm σ t) (perm σ t1)).tensor = (perm σ (add t t1)).tensor := by simp only [add_tensor, perm_tensor, map_add] lemma perm_add {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) (t t1 : TensorTree S c) : (perm σ (add t t1)).tensor = (add (perm σ t) (perm σ t1)).tensor := by simp only [add_tensor, perm_tensor, map_add] lemma perm_smul {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) (a : S.k) (t : TensorTree S c) : (perm σ (smul a t)).tensor = (smul a (perm σ t)).tensor := by simp only [smul_tensor, perm_tensor, map_smul] /-- When the same evaluation acts on both arguments of an addition, the evaluation can be moved out of the addition. -/ lemma add_eval {n : ℕ} {c : Fin n.succ → S.C} (i : Fin n.succ) (e : ℕ) (t t1 : TensorTree S c) : (add (eval i e t) (eval i e t1)).tensor = (eval i e (add t t1)).tensor := by simp only [add_tensor, eval_tensor, Nat.succ_eq_add_one, map_add] lemma contr_add {n : ℕ} {c : Fin n.succ.succ → S.C} {i : Fin n.succ.succ} {j : Fin n.succ} {h : c (i.succAbove j) = S.τ (c i)} (t1 t2 : TensorTree S c) : (contr i j h (add t1 t2)).tensor = (add (contr i j h t1) (contr i j h t2)).tensor := by simp [contr_tensor, add_tensor] lemma contr_smul {n : ℕ} {c : Fin n.succ.succ → S.C} {i : Fin n.succ.succ} {j : Fin n.succ} {h : c (i.succAbove j) = S.τ (c i)} (a : S.k) (t : TensorTree S c) : (contr i j h (smul a t)).tensor = (smul a (contr i j h t)).tensor := by simp [contr_tensor, smul_tensor] @[simp] lemma add_prod {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (t1 t2 : TensorTree S c) (t3 : TensorTree S c1) : (prod (add t1 t2) t3).tensor = (add (prod t1 t3) (prod t2 t3)).tensor := by simp only [prod_tensor, Functor.id_obj, mk_hom, Action.instMonoidalCategory_tensorObj_V, Equivalence.symm_inverse, Action.functorCategoryEquivalence_functor, Action.FunctorCategoryEquivalence.functor_obj_obj, add_tensor, add_tmul, map_add] @[simp] lemma prod_add {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (t1 : TensorTree S c) (t2 t3 : TensorTree S c1) : (prod t1 (add t2 t3)).tensor = (add (prod t1 t2) (prod t1 t3)).tensor := by simp only [prod_tensor, Functor.id_obj, mk_hom, Action.instMonoidalCategory_tensorObj_V, Equivalence.symm_inverse, Action.functorCategoryEquivalence_functor, Action.FunctorCategoryEquivalence.functor_obj_obj, add_tensor, tmul_add, map_add] lemma smul_prod {n m: ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (a : S.k) (t1 : TensorTree S c) (t2 : TensorTree S c1) : ((prod (smul a t1) t2)).tensor = (smul a (prod t1 t2)).tensor := by simp [prod_tensor, smul_tensor, tmul_smul, smul_tmul, map_smul] lemma prod_smul {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (a : S.k) (t1 : TensorTree S c) (t2 : TensorTree S c1) : (prod t1 (smul a t2)).tensor = (smul a (prod t1 t2)).tensor := by simp [prod_tensor, smul_tensor, tmul_smul, smul_tmul, map_smul] lemma prod_add_both {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (t1 t2 : TensorTree S c) (t3 t4 : TensorTree S c1) : (prod (add t1 t2) (add t3 t4)).tensor = (add (add (prod t1 t3) (prod t1 t4)) (add (prod t2 t3) (prod t2 t4))).tensor := by rw [add_prod] rw [add_tensor_eq_fst (prod_add _ _ _)] rw [add_tensor_eq_snd (prod_add _ _ _)] /-! ## Nodes and the group action. -/ lemma smul_action {n : ℕ} {c : Fin n → S.C} (g : S.G) (a : S.k) (t : TensorTree S c) : (smul a (action g t)).tensor = (action g (smul a t)).tensor := by simp only [smul_tensor, action_tensor, map_smul] lemma contr_action {n : ℕ} {c : Fin n.succ.succ → S.C} {i : Fin n.succ.succ} {j : Fin n.succ} {h : c (i.succAbove j) = S.τ (c i)} (g : S.G) (t : TensorTree S c) : (contr i j h (action g t)).tensor = (action g (contr i j h t)).tensor := by simp only [Nat.succ_eq_add_one, contr_tensor, action_tensor] change ((S.F.obj (OverColor.mk c)).ρ g ≫ (S.contrMap c i j h).hom) t.tensor = _ erw [(S.contrMap c i j h).comm g] rfl lemma prod_action {n n1 : ℕ} {c : Fin n → S.C} {c1 : Fin n1 → S.C} (g : S.G) (t : TensorTree S c) (t1 : TensorTree S c1) : (prod (action g t) (action g t1)).tensor = (action g (prod t t1)).tensor := by simp only [prod_tensor, action_tensor, map_tmul] change _ = ((S.F.map (equivToIso finSumFinEquiv).hom).hom ≫ (S.F.obj (OverColor.mk (Sum.elim c c1 ∘ ⇑finSumFinEquiv.symm))).ρ g) (((S.F.μ (OverColor.mk c) (OverColor.mk c1)).hom (t.tensor ⊗ₜ[S.k] t1.tensor))) erw [← (S.F.map (equivToIso finSumFinEquiv).hom).comm g] simp only [Action.forget_obj, Functor.id_obj, mk_hom, Action.instMonoidalCategory_tensorObj_V, Equivalence.symm_inverse, Action.functorCategoryEquivalence_functor, Action.FunctorCategoryEquivalence.functor_obj_obj, ModuleCat.coe_comp, Function.comp_apply] change _ = (S.F.map (equivToIso finSumFinEquiv).hom).hom (((S.F.μ (OverColor.mk c) (OverColor.mk c1)).hom ≫ (S.F.obj (OverColor.mk (Sum.elim c c1))).ρ g) (t.tensor ⊗ₜ[S.k] t1.tensor)) erw [← (S.F.μ (OverColor.mk c) (OverColor.mk c1)).comm g] rfl lemma add_action {n : ℕ} {c : Fin n → S.C} (g : S.G) (t t1 : TensorTree S c) : (add (action g t) (action g t1)).tensor = (action g (add t t1)).tensor := by simp only [add_tensor, action_tensor, map_add] lemma perm_action {n m : ℕ} {c : Fin n → S.C} {c1 : Fin m → S.C} (σ : (OverColor.mk c) ⟶ (OverColor.mk c1)) (g : S.G) (t : TensorTree S c) : (perm σ (action g t)).tensor = (action g (perm σ t)).tensor := by simp only [perm_tensor, action_tensor] change (((S.F.obj (OverColor.mk c)).ρ g) ≫ (S.F.map σ).hom) t.tensor = _ erw [(S.F.map σ).comm g] rfl lemma neg_action {n : ℕ} {c : Fin n → S.C} (g : S.G) (t : TensorTree S c) : (neg (action g t)).tensor = (action g (neg t)).tensor := by simp only [neg_tensor, action_tensor, map_neg] lemma action_action {n : ℕ} {c : Fin n → S.C} (g h : S.G) (t : TensorTree S c) : (action g (action h t)).tensor = (action (g * h) t).tensor := by simp only [action_tensor, map_mul, LinearMap.mul_apply] lemma action_id {n : ℕ} {c : Fin n → S.C} (t : TensorTree S c) : (action 1 t).tensor = t.tensor := by simp only [action_tensor, map_one, LinearMap.one_apply] lemma action_constTwoNode {c1 c2 : S.C} (v : 𝟙_ (Rep S.k S.G) ⟶ S.FDiscrete.obj (Discrete.mk c1) ⊗ S.FDiscrete.obj (Discrete.mk c2)) (g : S.G) : (action g (constTwoNode v)).tensor = (constTwoNode v).tensor := by simp only [Nat.succ_eq_add_one, Nat.reduceAdd, action_tensor, constTwoNode_tensor, Action.instMonoidalCategory_tensorObj_V, Action.instMonoidalCategory_tensorUnit_V] change ((Discrete.pairIsoSep S.FDiscrete).hom.hom ≫ (S.F.obj (OverColor.mk ![c1, c2])).ρ g) ((v.hom _)) = _ erw [← (Discrete.pairIsoSep S.FDiscrete).hom.comm g] change ((v.hom ≫ (S.FDiscrete.obj { as := c1 } ⊗ S.FDiscrete.obj { as := c2 }).ρ g) ≫ (Discrete.pairIsoSep S.FDiscrete).hom.hom) _ =_ erw [← v.comm g] simp lemma action_constThreeNode {c1 c2 c3 : S.C} (v : 𝟙_ (Rep S.k S.G) ⟶ S.FDiscrete.obj (Discrete.mk c1) ⊗ S.FDiscrete.obj (Discrete.mk c2) ⊗ S.FDiscrete.obj (Discrete.mk c3)) (g : S.G) : (action g (constThreeNode v)).tensor = (constThreeNode v).tensor := by simp only [Nat.succ_eq_add_one, Nat.reduceAdd, action_tensor, constThreeNode_tensor, Action.instMonoidalCategory_tensorObj_V, Action.instMonoidalCategory_tensorUnit_V] change ((Discrete.tripleIsoSep S.FDiscrete).hom.hom ≫ (S.F.obj (OverColor.mk ![c1, c2, c3])).ρ g) ((v.hom _)) = _ erw [← (Discrete.tripleIsoSep S.FDiscrete).hom.comm g] change ((v.hom ≫ (S.FDiscrete.obj { as := c1 } ⊗ S.FDiscrete.obj { as := c2 } ⊗ S.FDiscrete.obj { as := c3 }).ρ g) ≫ (Discrete.tripleIsoSep S.FDiscrete).hom.hom) _ =_ erw [← v.comm g] simp end TensorTree