openAI-math-dataset / lean /OAI /Algebra /Finitistic /Encoding /EncodingLinearity.lean
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import OAI.Algebra.Finitistic.Encoding.EncodingGenerators
import Mathlib.Algebra.Algebra.Tower
namespace OAI
noncomputable section
namespace LittleFinitistic.EncodingLinearity
open QuadraticEncoding
universe u v w
variable {k : Type u} [Field k] {d t : ℕ} (P : Relations k d t)
variable {M : Type v} {N : Type w} [AddCommGroup M] [AddCommGroup N]
[Module k M] [Module k N] [Module (B P) M] [Module (B P) N]
[IsScalarTower k (B P) M] [IsScalarTower k (B P) N]
/-- Elements whose action commutes with a specified linear map form a subalgebra. -/
def intertwining (f : M →ₗ[k] N) : Subalgebra k (B P) where
carrier := {b | ∀ x, f (b • x) = b • f x}
zero_mem' := by intro x; simp only [zero_smul, map_zero]
one_mem' := by intro x; simp only [one_smul]
add_mem' := by
intro a b ha hb x
simp only [add_smul, map_add]
rw [ha x, hb x]
mul_mem' := by
intro a b ha hb x
simp only [mul_smul]
rw [ha (b • x), hb x]
algebraMap_mem' := by intro c x; simp only [IsScalarTower.algebraMap_smul, map_smul]
/-- Full B-linearity follows from the actual three vertex and two finite arrow lists.
Length-two actions require no additional hypothesis. -/
theorem map_smul (f : M →ₗ[k] N)
(hv : ∀ i x, f (ThreeVertexAlgebra.vertex (composition P) i • x) =
ThreeVertexAlgebra.vertex (composition P) i • f x)
(h01 : ∀ a x, f (arrow01 P a • x) = arrow01 P a • f x)
(h12 : ∀ a x, f (arrow12 P a • x) = arrow12 P a • f x)
(b : B P) (x : M) : f (b • x) = b • f x := by
have h := EncodingGenerators.eq_top P (intertwining P f) hv h01 h12
have hb : b ∈ intertwining P f := by rw [h]; trivial
exact hb x
/-- The original k-linear map, upgraded without changing its values. -/
def linearMap (f : M →ₗ[k] N)
(hv : ∀ i x, f (ThreeVertexAlgebra.vertex (composition P) i • x) =
ThreeVertexAlgebra.vertex (composition P) i • f x)
(h01 : ∀ a x, f (arrow01 P a • x) = arrow01 P a • f x)
(h12 : ∀ a x, f (arrow12 P a • x) = arrow12 P a • f x) : M →ₗ[B P] N where
toFun := f
map_add' := f.map_add
map_smul' := map_smul P f hv h01 h12
/-- A vector-space isomorphism respecting the finite generating actions is a
B-module isomorphism with exactly the original forward and inverse functions. -/
def linearEquiv (f : M ≃ₗ[k] N)
(hv : ∀ i x, f (ThreeVertexAlgebra.vertex (composition P) i • x) =
ThreeVertexAlgebra.vertex (composition P) i • f x)
(h01 : ∀ a x, f (arrow01 P a • x) = arrow01 P a • f x)
(h12 : ∀ a x, f (arrow12 P a • x) = arrow12 P a • f x) : M ≃ₗ[B P] N :=
{ linearMap P f.toLinearMap hv h01 h12, f.toEquiv with }
end LittleFinitistic.EncodingLinearity
end
end OAI