openAI-math-dataset / lean /OAI /MathematicalPhysics /BFSS /NormalLinearization.lean
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import Mathlib
import OAI.MathematicalPhysics.BFSS.NormalPotential
namespace OAI
/-! Gauge tangent slices, normal coercivity and Taylor squares. -/
namespace BFSSQuantum.AlgebraData
noncomputable section
open Finset
variable {N : ℕ} (M : BFSSQuantum.AlgebraData N)
def spatialColorMap (i : SpaceIndex) : Boson N →ₗ[ℝ] ColorVector N where
toFun x := spatialColor x i
map_add' _ _ := rfl
map_smul' _ _ := rfl
def gaugeTangent (q : Boson N) : ColorVector N →ₗ[ℝ] Boson N where
toFun w := WithLp.toLp 2 (fun p => M.colorLie w (spatialColor q p.1) p.2)
map_add' w v := by
ext p
exact congrArg (fun a : ColorVector N => a p.2) (M.colorLie_add_left w v (spatialColor q p.1))
map_smul' r w := by
ext p
exact congrArg (fun a : ColorVector N => a p.2) (M.colorLie_smul_left r w (spatialColor q p.1))
def normalSlice (q : Boson N) : Submodule ℝ (Boson N) :=
(LinearMap.range (M.gaugeTangent q))ᗮ
lemma spatialColor_gaugeTangent (q : Boson N) (w : ColorVector N) (i : SpaceIndex) :
spatialColor (M.gaugeTangent q w) i = M.colorLie w (spatialColor q i) := rfl
lemma spatialColor_inner (x z : Boson N) :
inner ℝ x z = ∑ i : SpaceIndex, inner ℝ (spatialColor x i) (spatialColor z i) := by
simp only [PiLp.inner_apply, Fintype.sum_prod_type]
rfl
lemma gaugeTangent_pairing (q z : Boson N) (w : ColorVector N) :
inner ℝ z (M.gaugeTangent q w) = inner ℝ (M.gaugeDivergence q z) w := by
rw [spatialColor_inner]
simp only [gaugeDivergence,sum_inner,spatialColor_gaugeTangent]
apply Finset.sum_congr rfl
intro i hi
rw [M.colorLie_swap w (spatialColor q i),inner_neg_right]
exact (M.colorAd_skew _ _ _).symm
lemma mem_normalSlice_iff (q z : Boson N) :
z ∈ M.normalSlice q ↔ M.gaugeDivergence q z = 0 := by
rw [normalSlice,Submodule.mem_orthogonal']
constructor
· intro hz
apply (inner_self_eq_zero (𝕜 := ℝ)).mp
rw [←M.gaugeTangent_pairing]
exact hz _ ⟨M.gaugeDivergence q z,rfl⟩
· intro hz u hu
obtain ⟨w,rfl⟩ := hu
rw [M.gaugeTangent_pairing,hz,inner_zero_left]
lemma bracketLinearization_eq (q z : Boson N) (i j : SpaceIndex) :
M.bracketLinearization q z i j =
M.colorAd (spatialColor q i) (spatialColor z j) -
M.colorAd (spatialColor q j) (spatialColor z i) := by
unfold bracketLinearization
rw [M.colorLie_swap (spatialColor z i) (spatialColor q j)]
rfl
def bracketLinearizationMap (q : Boson N) (i j : SpaceIndex) : Boson N →ₗ[ℝ] ColorVector N :=
(M.colorAd (spatialColor q i)).comp (spatialColorMap j) -
(M.colorAd (spatialColor q j)).comp (spatialColorMap i)
lemma bracketLinearizationMap_apply (q z : Boson N) (i j : SpaceIndex) :
M.bracketLinearizationMap q i j z = M.bracketLinearization q z i j :=
(M.bracketLinearization_eq q z i j).symm
def cyclicLinearizationMap (q : Boson N) (i j k : SpaceIndex) : Boson N →ₗ[ℝ] ColorVector N :=
M.bracketLinearizationMap q i j - (2:ℝ) • spatialColorMap k
lemma cyclicLinearizationMap_apply (q z : Boson N) (i j k : SpaceIndex) :
M.cyclicLinearizationMap q i j k z = M.cyclicLinearization q z i j k := by
change M.bracketLinearizationMap q i j z - (2:ℝ) • spatialColor z k = _
rw [M.bracketLinearizationMap_apply]
rfl
lemma normalQuadratic_continuous (q : Boson N) : Continuous (M.normalQuadratic q) := by
unfold normalQuadratic
simp_rw [←M.cyclicLinearizationMap_apply, ←M.bracketLinearizationMap_apply,
show ∀ z i, spatialColor z i = spatialColorMap i z from fun _ _ => rfl]
have hc (i j k : SpaceIndex) : Continuous (fun z => ‖M.cyclicLinearizationMap q i j k z‖^2) :=
(M.cyclicLinearizationMap q i j k).continuous_of_finiteDimensional.norm.pow 2
have hb : Continuous (fun z => ∑ i : SpaceIndex, ∑ j : SpaceIndex,
if i < j ∧ 3 ≤ j.val then ‖M.bracketLinearizationMap q i j z‖^2 else 0) := by
exact continuous_finsetSum _ fun i _ => continuous_finsetSum _ fun j _ => by
split_ifs
· exact (M.bracketLinearizationMap q i j).continuous_of_finiteDimensional.norm.pow 2
· exact continuous_const
have hs : Continuous (fun z : Boson N => ∑ d : SpaceIndex,
if 3 ≤ d.val then ‖spatialColorMap d z‖^2 else 0) := by
exact continuous_finsetSum _ fun d _ => by
split_ifs
· exact (spatialColorMap d).continuous_of_finiteDimensional.norm.pow 2
· exact continuous_const
exact (((((hc 0 1 2).add (hc 1 2 0)).add (hc 2 0 1)).add hb).add hs).div_const 2
lemma normalQuadratic_smul (q z : Boson N) (r : ℝ) :
M.normalQuadratic q (r • z) = r^2 * M.normalQuadratic q z := by
unfold normalQuadratic
simp_rw [←M.cyclicLinearizationMap_apply, ←M.bracketLinearizationMap_apply]
simp only [map_smul,spatialColor_smul,norm_smul,Real.norm_eq_abs,mul_pow,sq_abs]
have hif (P : Prop) [Decidable P] (a : ℝ) :
(if P then r^2*a else 0) = r^2 * (if P then a else 0) := by split_ifs <;> simp
simp_rw [hif]
simp only [←Finset.mul_sum]
ring
theorem normalQuadratic_coercive (q : Boson N) (hq : M.deformedBosonicPotential 1 1 q = 0) :
∃ c : ℝ, 0 < c ∧ ∀ z : Boson N, z ∈ M.normalSlice q →
c * ‖z‖^2 ≤ M.normalQuadratic q z := by
obtain ⟨c,hc,hbound⟩ := BFSSNormal.positive_quadratic_lower
(fun z : M.normalSlice q => M.normalQuadratic q z)
((M.normalQuadratic_continuous q).comp continuous_subtype_val)
(fun r z => M.normalQuadratic_smul q z r)
(by
intro z hz
have hz' : (z:Boson N) ≠ 0 := by intro he; exact hz (Subtype.ext he)
have hne : M.normalQuadratic q z ≠ 0 := by
intro he
exact hz' (M.normalQuadratic_zero_of_normal q z hq
((M.mem_normalSlice_iff q z).mp z.property) he)
exact lt_of_le_of_ne (M.normalQuadratic_nonneg q z) hne.symm)
exact ⟨c,hc,fun z hz => hbound ⟨z,hz⟩⟩
end
end BFSSQuantum.AlgebraData
namespace BFSSQuantum.AlgebraData
noncomputable section
open Finset
variable {N : ℕ} (M : BFSSQuantum.AlgebraData N)
lemma colorLie_continuous : Continuous (fun p : ColorVector N × ColorVector N => M.colorLie p.1 p.2) := by
unfold colorLie
apply (PiLp.continuous_toLp 2 _).comp
apply continuous_pi
intro A
exact continuous_finsetSum _ fun B _ => continuous_finsetSum _ fun C _ =>
((continuous_const.mul ((EuclideanSpace.proj (𝕜 := ℝ) B).continuous.comp continuous_fst)).mul
((EuclideanSpace.proj (𝕜 := ℝ) C).continuous.comp continuous_snd))
lemma spatialBracket_continuous (i j : SpaceIndex) :
Continuous (fun x : Boson N => M.colorLie (spatialColor x i) (spatialColor x j)) :=
M.colorLie_continuous.comp (((spatialColorMap i).continuous_of_finiteDimensional).prodMk
((spatialColorMap j).continuous_of_finiteDimensional))
lemma potential_color (x : Boson N) :
M.deformedBosonicPotential 1 1 x =
(‖M.colorLie (spatialColor x 0) (spatialColor x 1) - (2:ℝ) • spatialColor x 2‖^2 +
‖M.colorLie (spatialColor x 1) (spatialColor x 2) - (2:ℝ) • spatialColor x 0‖^2 +
‖M.colorLie (spatialColor x 2) (spatialColor x 0) - (2:ℝ) • spatialColor x 1‖^2 +
(∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
‖M.colorLie (spatialColor x i) (spatialColor x j)‖^2 else 0) +
(∑ d : SpaceIndex, if 3 ≤ d.val then ‖spatialColor x d‖^2 else 0))/2 := by
have hc (i j k : SpaceIndex) :
BFSS.hsNormSq (BFSS.realBracket (M.matrixConfiguration x i).val (M.matrixConfiguration x j).val -
(2:ℝ) • (M.matrixConfiguration x k).val) =
‖M.colorLie (spatialColor x i) (spatialColor x j) - (2:ℝ) • spatialColor x k‖^2 := by
have he : (2:ℝ) • (M.matrixConfiguration x k).val = (2:ℂ) • (M.matrixConfiguration x k).val := by
ext a b
simp [Matrix.smul_apply,Complex.real_smul]
rw [he,M.residual_normSq]
have hb : (∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
BFSS.hsNormSq (BFSS.realBracket (M.matrixConfiguration x i).val (M.matrixConfiguration x j).val) else 0) =
∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
‖M.colorLie (spatialColor x i) (spatialColor x j)‖^2 else 0 := by
apply Finset.sum_congr rfl
intro i hi
apply Finset.sum_congr rfl
intro j hj
split_ifs
· rw [←M.colorEmbed_spatial,←M.colorEmbed_spatial]
change BFSS.hsNormSq (AlgebraData.bracket (M.colorEmbed (spatialColor x i))
(M.colorEmbed (spatialColor x j))) = _
rw [←M.colorEmbed_lie,M.colorEmbed_normSq]
· rfl
have hs : (∑ d : SpaceIndex, if 3 ≤ d.val then BFSS.hsNormSq (M.matrixConfiguration x d).val else 0) =
∑ d : SpaceIndex, if 3 ≤ d.val then ‖spatialColor x d‖^2 else 0 := by
apply Finset.sum_congr rfl
intro d hd
split_ifs
· rw [←M.colorEmbed_spatial,M.colorEmbed_normSq]
· rfl
rw [M.deformedBosonicPotential_matrix, BFSS.massivePotential]
simp only [Complex.ofReal_one,one_smul,mul_one,one_pow,one_mul,hc,hb,hs]
lemma cyclicResidual_continuous (i j k : SpaceIndex) : Continuous (fun x : Boson N =>
‖M.colorLie (spatialColor x i) (spatialColor x j) - (2:ℝ) • spatialColor x k‖^2) := by
have hk : Continuous (fun x : Boson N => spatialColor x k) :=
(spatialColorMap k).continuous_of_finiteDimensional
have hm : Continuous (fun x : Boson N => (2:ℝ) • spatialColor x k) :=
(continuous_const : Continuous (fun _ : Boson N => (2:ℝ))).smul hk
have hr : Continuous (fun x : Boson N =>
M.colorLie (spatialColor x i) (spatialColor x j) - (2:ℝ) • spatialColor x k) :=
(M.spatialBracket_continuous i j).sub hm
exact hr.norm.pow 2
lemma potential_continuous : Continuous (M.deformedBosonicPotential 1 1) := by
have hc := M.cyclicResidual_continuous
have hb : Continuous (fun x : Boson N => ∑ i : SpaceIndex, ∑ j : SpaceIndex,
if i < j ∧ 3 ≤ j.val then ‖M.colorLie (spatialColor x i) (spatialColor x j)‖^2 else 0) := by
exact continuous_finsetSum _ fun i _ => continuous_finsetSum _ fun j _ => by
split_ifs
· exact (M.spatialBracket_continuous i j).norm.pow 2
· exact continuous_const
have hs : Continuous (fun x : Boson N => ∑ d : SpaceIndex,
if 3 ≤ d.val then ‖spatialColor x d‖^2 else 0) := by
exact continuous_finsetSum _ fun d _ => by
split_ifs
· exact (spatialColorMap d).continuous_of_finiteDimensional.norm.pow 2
· exact continuous_const
have ht := (((((hc 0 1 2).add (hc 1 2 0)).add (hc 2 0 1)).add hb).add hs).div_const 2
exact ht.congr (fun x => (M.potential_color x).symm)
lemma potential_nonneg (x : Boson N) : 0 ≤ M.deformedBosonicPotential 1 1 x := by
rw [M.potential_color]
positivity
lemma potential_zero_of_relations (q : Boson N) (hq : M.ZeroRelations q) :
M.deformedBosonicPotential 1 1 q = 0 := by
rw [M.potential_color,hq.1,hq.2.1,hq.2.2.1]
simp only [sub_self,norm_zero,zero_pow (by decide : 2 ≠ 0),zero_add]
have hb : (∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
‖M.colorLie (spatialColor q i) (spatialColor q j)‖^2 else 0) = 0 := by
apply Finset.sum_eq_zero
intro i hi
apply Finset.sum_eq_zero
intro j hj
split_ifs with hh
· rw [hq.2.2.2 j hh.2,M.colorLie_zero_right,norm_zero]; norm_num
· rfl
have hs : (∑ d : SpaceIndex, if 3 ≤ d.val then ‖spatialColor q d‖^2 else 0) = 0 := by
apply Finset.sum_eq_zero
intro d hd
split_ifs with hh
· rw [hq.2.2.2 d hh,norm_zero]; norm_num
· rfl
rw [hb,hs]; norm_num
lemma bracket_taylor (q z : Boson N) (i j : SpaceIndex) :
M.colorLie (spatialColor (q+z) i) (spatialColor (q+z) j) =
M.colorLie (spatialColor q i) (spatialColor q j) + M.bracketLinearization q z i j +
M.colorLie (spatialColor z i) (spatialColor z j) := by
simp only [spatialColor_add,M.colorLie_add_left,M.colorLie_add_right,bracketLinearization]
abel
lemma cyclic_taylor (q z : Boson N) (i j k : SpaceIndex)
(hq : M.colorLie (spatialColor q i) (spatialColor q j) = (2:ℝ) • spatialColor q k) :
M.colorLie (spatialColor (q+z) i) (spatialColor (q+z) j) - (2:ℝ) • spatialColor (q+z) k =
M.cyclicLinearization q z i j k + M.colorLie (spatialColor z i) (spatialColor z j) := by
rw [M.bracket_taylor,hq,spatialColor_add,smul_add]
unfold cyclicLinearization
abel
theorem potential_taylor_squares (q z : Boson N) (hq : M.deformedBosonicPotential 1 1 q = 0) :
M.deformedBosonicPotential 1 1 (q+z) =
(‖M.cyclicLinearization q z 0 1 2 + M.colorLie (spatialColor z 0) (spatialColor z 1)‖^2 +
‖M.cyclicLinearization q z 1 2 0 + M.colorLie (spatialColor z 1) (spatialColor z 2)‖^2 +
‖M.cyclicLinearization q z 2 0 1 + M.colorLie (spatialColor z 2) (spatialColor z 0)‖^2 +
(∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
‖M.bracketLinearization q z i j + M.colorLie (spatialColor z i) (spatialColor z j)‖^2 else 0) +
(∑ d : SpaceIndex, if 3 ≤ d.val then ‖spatialColor z d‖^2 else 0))/2 := by
have hr := M.potential_zero_relations q hq
have hb : (∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
‖M.colorLie (spatialColor (q+z) i) (spatialColor (q+z) j)‖^2 else 0) =
∑ i : SpaceIndex, ∑ j : SpaceIndex, if i < j ∧ 3 ≤ j.val then
‖M.bracketLinearization q z i j + M.colorLie (spatialColor z i) (spatialColor z j)‖^2 else 0 := by
apply Finset.sum_congr rfl
intro i hi
apply Finset.sum_congr rfl
intro j hj
split_ifs with hh
· rw [M.bracket_taylor,hr.2.2.2 j hh.2,M.colorLie_zero_right,zero_add]
· rfl
have hs : (∑ d : SpaceIndex, if 3 ≤ d.val then ‖spatialColor (q+z) d‖^2 else 0) =
∑ d : SpaceIndex, if 3 ≤ d.val then ‖spatialColor z d‖^2 else 0 := by
apply Finset.sum_congr rfl
intro d hd
split_ifs with hh
· rw [spatialColor_add,hr.2.2.2 d hh,zero_add]
· rfl
rw [M.potential_color, M.cyclic_taylor q z 0 1 2 hr.1,
M.cyclic_taylor q z 1 2 0 hr.2.1,M.cyclic_taylor q z 2 0 1 hr.2.2.1,hb,hs]
end
end BFSSQuantum.AlgebraData
end OAI