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orthogonal_family.independent {V : ι → submodule 𝕜 E} (hV : orthogonal_family 𝕜 (λ i, V i) (λ i, (V i).subtypeₗᵢ)) : complete_lattice.independent V
begin classical, apply complete_lattice.independent_of_dfinsupp_lsum_injective, rw [← @linear_map.ker_eq_bot _ _ _ _ _ _ (direct_sum.add_comm_group (λ i, V i)), submodule.eq_bot_iff], intros v hv, rw linear_map.mem_ker at hv, ext i, suffices : ⟪(v i : E), v i⟫ = 0, { simpa only [inner_self_eq_zero] ...
lemma
orthogonal_family.independent
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "complete_lattice.independent", "complete_lattice.independent_of_dfinsupp_lsum_injective", "dfinsupp.lsum", "dfinsupp.sum_add_hom_apply", "inner_self_eq_zero", "inner_zero_right", "linear_map.ker_eq_bot", "linear_map.mem_ker", "orthogonal_family", "submodule", "submodule.eq_bot_iff" ]
An orthogonal family forms an independent family of subspaces; that is, any collection of elements each from a different subspace in the family is linearly independent. In particular, the pairwise intersections of elements of the family are 0.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
direct_sum.is_internal.collected_basis_orthonormal {V : ι → submodule 𝕜 E} (hV : orthogonal_family 𝕜 (λ i, V i) (λ i, (V i).subtypeₗᵢ)) (hV_sum : direct_sum.is_internal (λ i, V i)) {α : ι → Type*} {v_family : Π i, basis (α i) 𝕜 (V i)} (hv_family : ∀ i, orthonormal 𝕜 (v_family i)) : orthonormal 𝕜 (hV_sum....
by simpa only [hV_sum.collected_basis_coe] using hV.orthonormal_sigma_orthonormal hv_family
lemma
direct_sum.is_internal.collected_basis_orthonormal
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "basis", "direct_sum.is_internal", "orthogonal_family", "orthonormal", "submodule" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_inner.is_R_or_C_to_real : has_inner ℝ E
{ inner := λ x y, re ⟪x, y⟫ }
def
has_inner.is_R_or_C_to_real
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "has_inner" ]
A general inner product implies a real inner product. This is not registered as an instance since it creates problems with the case `𝕜 = ℝ`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
inner_product_space.is_R_or_C_to_real : inner_product_space ℝ E
{ norm_sq_eq_inner := norm_sq_eq_inner, conj_symm := λ x y, inner_re_symm _ _, add_left := λ x y z, by { change re ⟪x + y, z⟫ = re ⟪x, z⟫ + re ⟪y, z⟫, simp only [inner_add_left, map_add] }, smul_left := λ x y r, by { change re ⟪(r : 𝕜) • x, y⟫ = r * re ⟪x, y⟫, simp only [inner_smul_left, conj_of_real...
def
inner_product_space.is_R_or_C_to_real
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "has_inner.is_R_or_C_to_real", "inner_add_left", "inner_product_space", "inner_re_symm", "inner_smul_left", "normed_space.restrict_scalars" ]
A general inner product space structure implies a real inner product structure. This is not registered as an instance since it creates problems with the case `𝕜 = ℝ`, but in can be used in a proof to obtain a real inner product space structure from a given `𝕜`-inner product space structure.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
real_inner_eq_re_inner (x y : E) : @has_inner.inner ℝ E (has_inner.is_R_or_C_to_real 𝕜 E) x y = re ⟪x, y⟫
rfl
lemma
real_inner_eq_re_inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "has_inner.is_R_or_C_to_real" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
real_inner_I_smul_self (x : E) : @has_inner.inner ℝ E (has_inner.is_R_or_C_to_real 𝕜 E) x ((I : 𝕜) • x) = 0
by simp [real_inner_eq_re_inner, inner_smul_right]
lemma
real_inner_I_smul_self
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "has_inner.is_R_or_C_to_real", "inner_smul_right", "real_inner_eq_re_inner" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
inner_product_space.complex_to_real [normed_add_comm_group G] [inner_product_space ℂ G] : inner_product_space ℝ G
inner_product_space.is_R_or_C_to_real ℂ G
instance
inner_product_space.complex_to_real
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "inner_product_space", "inner_product_space.is_R_or_C_to_real", "normed_add_comm_group" ]
A complex inner product implies a real inner product
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
complex.inner (w z : ℂ) : ⟪w, z⟫_ℝ = (conj w * z).re
rfl
lemma
complex.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
inner_map_complex [normed_add_comm_group G] [inner_product_space ℝ G] (f : G ≃ₗᵢ[ℝ] ℂ) (x y : G) : ⟪x, y⟫_ℝ = (conj (f x) * f y).re
by rw [← complex.inner, f.inner_map_map]
lemma
inner_map_complex
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "complex.inner", "inner_product_space", "normed_add_comm_group" ]
The inner product on an inner product space of dimension 2 can be evaluated in terms of a complex-number representation of the space.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_inner : continuous (λ p : E × E, ⟪p.1, p.2⟫)
begin letI : inner_product_space ℝ E := inner_product_space.is_R_or_C_to_real 𝕜 E, exact is_bounded_bilinear_map_inner.continuous end
lemma
continuous_inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous", "inner_product_space", "inner_product_space.is_R_or_C_to_real" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
filter.tendsto.inner {f g : α → E} {l : filter α} {x y : E} (hf : tendsto f l (𝓝 x)) (hg : tendsto g l (𝓝 y)) : tendsto (λ t, ⟪f t, g t⟫) l (𝓝 ⟪x, y⟫)
(continuous_inner.tendsto _).comp (hf.prod_mk_nhds hg)
lemma
filter.tendsto.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "filter" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_within_at.inner (hf : continuous_within_at f s x) (hg : continuous_within_at g s x) : continuous_within_at (λ t, ⟪f t, g t⟫) s x
hf.inner hg
lemma
continuous_within_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_at.inner (hf : continuous_at f x) (hg : continuous_at g x) : continuous_at (λ t, ⟪f t, g t⟫) x
hf.inner hg
lemma
continuous_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_on.inner (hf : continuous_on f s) (hg : continuous_on g s) : continuous_on (λ t, ⟪f t, g t⟫) s
λ x hx, (hf x hx).inner (hg x hx)
lemma
continuous_on.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous.inner (hf : continuous f) (hg : continuous g) : continuous (λ t, ⟪f t, g t⟫)
continuous_iff_continuous_at.2 $ λ x, hf.continuous_at.inner hg.continuous_at
lemma
continuous.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.re_apply_inner_self (T : E →L[𝕜] E) (x : E) : ℝ
re ⟪T x, x⟫
def
continuous_linear_map.re_apply_inner_self
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[]
Extract a real bilinear form from an operator `T`, by taking the pairing `λ x, re ⟪T x, x⟫`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.re_apply_inner_self_apply (T : E →L[𝕜] E) (x : E) : T.re_apply_inner_self x = re ⟪T x, x⟫
rfl
lemma
continuous_linear_map.re_apply_inner_self_apply
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.re_apply_inner_self_continuous (T : E →L[𝕜] E) : continuous T.re_apply_inner_self
re_clm.continuous.comp $ T.continuous.inner continuous_id
lemma
continuous_linear_map.re_apply_inner_self_continuous
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous", "continuous_id" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.re_apply_inner_self_smul (T : E →L[𝕜] E) (x : E) {c : 𝕜} : T.re_apply_inner_self (c • x) = ‖c‖ ^ 2 * T.re_apply_inner_self x
by simp only [continuous_linear_map.map_smul, continuous_linear_map.re_apply_inner_self_apply, inner_smul_left, inner_smul_right, ← mul_assoc, mul_conj, norm_sq_eq_def', ← smul_re, algebra.smul_def (‖c‖ ^ 2) ⟪T x, x⟫, algebra_map_eq_of_real]
lemma
continuous_linear_map.re_apply_inner_self_smul
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "algebra.smul_def", "continuous_linear_map.map_smul", "continuous_linear_map.re_apply_inner_self_apply", "inner_smul_left", "inner_smul_right", "mul_assoc" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
inner_coe (a b : E) : inner (a : completion E) (b : completion E) = (inner a b : 𝕜)
(dense_inducing_coe.prod dense_inducing_coe).extend_eq (continuous_inner : continuous (uncurry inner : E × E → 𝕜)) (a, b)
lemma
uniform_space.completion.inner_coe
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous", "continuous_inner" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_inner : continuous (uncurry inner : completion E × completion E → 𝕜)
begin let inner' : E →+ E →+ 𝕜 := { to_fun := λ x, (innerₛₗ 𝕜 x).to_add_monoid_hom, map_zero' := by ext x; exact inner_zero_left _, map_add' := λ x y, by ext z; exact inner_add_left _ _ _ }, have : continuous (λ p : E × E, inner' p.1 p.2) := continuous_inner, rw [completion.has_inner, uncurry_curry _]...
lemma
uniform_space.completion.continuous_inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous", "continuous_inner", "extend", "inner_add_left", "inner_zero_left", "innerₛₗ" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous.inner {α : Type*} [topological_space α] {f g : α → completion E} (hf : continuous f) (hg : continuous g) : continuous (λ x : α, inner (f x) (g x) : α → 𝕜)
uniform_space.completion.continuous_inner.comp (hf.prod_mk hg : _)
lemma
uniform_space.completion.continuous.inner
analysis.inner_product_space
src/analysis/inner_product_space/basic.lean
[ "algebra.direct_sum.module", "analysis.complex.basic", "analysis.convex.uniform", "analysis.normed_space.completion", "analysis.normed_space.bounded_linear_maps", "linear_algebra.bilinear_form" ]
[ "continuous", "continuous.inner", "topological_space" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
fderiv_inner_clm (p : E × E) : E × E →L[ℝ] 𝕜
is_bounded_bilinear_map_inner.deriv p
def
fderiv_inner_clm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[]
Derivative of the inner product.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
fderiv_inner_clm_apply (p x : E × E) : fderiv_inner_clm 𝕜 p x = ⟪p.1, x.2⟫ + ⟪x.1, p.2⟫
rfl
lemma
fderiv_inner_clm_apply
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "fderiv_inner_clm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_inner {n} : cont_diff ℝ n (λ p : E × E, ⟪p.1, p.2⟫)
is_bounded_bilinear_map_inner.cont_diff
lemma
cont_diff_inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at_inner {p : E × E} {n} : cont_diff_at ℝ n (λ p : E × E, ⟪p.1, p.2⟫) p
cont_diff_inner.cont_diff_at
lemma
cont_diff_at_inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_inner : differentiable ℝ (λ p : E × E, ⟪p.1, p.2⟫)
is_bounded_bilinear_map_inner.differentiable_at
lemma
differentiable_inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_within_at.inner (hf : cont_diff_within_at ℝ n f s x) (hg : cont_diff_within_at ℝ n g s x) : cont_diff_within_at ℝ n (λ x, ⟪f x, g x⟫) s x
cont_diff_at_inner.comp_cont_diff_within_at x (hf.prod hg)
lemma
cont_diff_within_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at.inner (hf : cont_diff_at ℝ n f x) (hg : cont_diff_at ℝ n g x) : cont_diff_at ℝ n (λ x, ⟪f x, g x⟫) x
hf.inner 𝕜 hg
lemma
cont_diff_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on.inner (hf : cont_diff_on ℝ n f s) (hg : cont_diff_on ℝ n g s) : cont_diff_on ℝ n (λ x, ⟪f x, g x⟫) s
λ x hx, (hf x hx).inner 𝕜 (hg x hx)
lemma
cont_diff_on.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff.inner (hf : cont_diff ℝ n f) (hg : cont_diff ℝ n g) : cont_diff ℝ n (λ x, ⟪f x, g x⟫)
cont_diff_inner.comp (hf.prod hg)
lemma
cont_diff.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_fderiv_within_at.inner (hf : has_fderiv_within_at f f' s x) (hg : has_fderiv_within_at g g' s x) : has_fderiv_within_at (λ t, ⟪f t, g t⟫) ((fderiv_inner_clm 𝕜 (f x, g x)).comp $ f'.prod g') s x
(is_bounded_bilinear_map_inner.has_fderiv_at (f x, g x)).comp_has_fderiv_within_at x (hf.prod hg)
lemma
has_fderiv_within_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "fderiv_inner_clm", "has_fderiv_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_strict_fderiv_at.inner (hf : has_strict_fderiv_at f f' x) (hg : has_strict_fderiv_at g g' x) : has_strict_fderiv_at (λ t, ⟪f t, g t⟫) ((fderiv_inner_clm 𝕜 (f x, g x)).comp $ f'.prod g') x
(is_bounded_bilinear_map_inner.has_strict_fderiv_at (f x, g x)).comp x (hf.prod hg)
lemma
has_strict_fderiv_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "fderiv_inner_clm", "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_fderiv_at.inner (hf : has_fderiv_at f f' x) (hg : has_fderiv_at g g' x) : has_fderiv_at (λ t, ⟪f t, g t⟫) ((fderiv_inner_clm 𝕜 (f x, g x)).comp $ f'.prod g') x
(is_bounded_bilinear_map_inner.has_fderiv_at (f x, g x)).comp x (hf.prod hg)
lemma
has_fderiv_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "fderiv_inner_clm", "has_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_deriv_within_at.inner {f g : ℝ → E} {f' g' : E} {s : set ℝ} {x : ℝ} (hf : has_deriv_within_at f f' s x) (hg : has_deriv_within_at g g' s x) : has_deriv_within_at (λ t, ⟪f t, g t⟫) (⟪f x, g'⟫ + ⟪f', g x⟫) s x
by simpa using (hf.has_fderiv_within_at.inner 𝕜 hg.has_fderiv_within_at).has_deriv_within_at
lemma
has_deriv_within_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "has_deriv_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_deriv_at.inner {f g : ℝ → E} {f' g' : E} {x : ℝ} : has_deriv_at f f' x → has_deriv_at g g' x → has_deriv_at (λ t, ⟪f t, g t⟫) (⟪f x, g'⟫ + ⟪f', g x⟫) x
by simpa only [← has_deriv_within_at_univ] using has_deriv_within_at.inner 𝕜
lemma
has_deriv_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "has_deriv_at", "has_deriv_within_at.inner", "has_deriv_within_at_univ" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_within_at.inner (hf : differentiable_within_at ℝ f s x) (hg : differentiable_within_at ℝ g s x) : differentiable_within_at ℝ (λ x, ⟪f x, g x⟫) s x
((differentiable_inner _).has_fderiv_at.comp_has_fderiv_within_at x (hf.prod hg).has_fderiv_within_at).differentiable_within_at
lemma
differentiable_within_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_inner", "differentiable_within_at", "has_fderiv_at.comp_has_fderiv_within_at", "has_fderiv_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_at.inner (hf : differentiable_at ℝ f x) (hg : differentiable_at ℝ g x) : differentiable_at ℝ (λ x, ⟪f x, g x⟫) x
(differentiable_inner _).comp x (hf.prod hg)
lemma
differentiable_at.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at", "differentiable_inner" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_on.inner (hf : differentiable_on ℝ f s) (hg : differentiable_on ℝ g s) : differentiable_on ℝ (λ x, ⟪f x, g x⟫) s
λ x hx, (hf x hx).inner 𝕜 (hg x hx)
lemma
differentiable_on.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable.inner (hf : differentiable ℝ f) (hg : differentiable ℝ g) : differentiable ℝ (λ x, ⟪f x, g x⟫)
λ x, (hf x).inner 𝕜 (hg x)
lemma
differentiable.inner
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
fderiv_inner_apply (hf : differentiable_at ℝ f x) (hg : differentiable_at ℝ g x) (y : G) : fderiv ℝ (λ t, ⟪f t, g t⟫) x y = ⟪f x, fderiv ℝ g x y⟫ + ⟪fderiv ℝ f x y, g x⟫
by { rw [(hf.has_fderiv_at.inner 𝕜 hg.has_fderiv_at).fderiv], refl }
lemma
fderiv_inner_apply
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at", "fderiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
deriv_inner_apply {f g : ℝ → E} {x : ℝ} (hf : differentiable_at ℝ f x) (hg : differentiable_at ℝ g x) : deriv (λ t, ⟪f t, g t⟫) x = ⟪f x, deriv g x⟫ + ⟪deriv f x, g x⟫
(hf.has_deriv_at.inner 𝕜 hg.has_deriv_at).deriv
lemma
deriv_inner_apply
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "deriv", "differentiable_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_norm_sq : cont_diff ℝ n (λ x : E, ‖x‖ ^ 2)
begin simp only [sq, ← @inner_self_eq_norm_mul_norm 𝕜], exact (re_clm : 𝕜 →L[ℝ] ℝ).cont_diff.comp (cont_diff_id.inner 𝕜 cont_diff_id) end
lemma
cont_diff_norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff", "cont_diff.comp", "cont_diff_id", "inner_self_eq_norm_mul_norm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff.norm_sq (hf : cont_diff ℝ n f) : cont_diff ℝ n (λ x, ‖f x‖ ^ 2)
(cont_diff_norm_sq 𝕜).comp hf
lemma
cont_diff.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff", "cont_diff_norm_sq" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_within_at.norm_sq (hf : cont_diff_within_at ℝ n f s x) : cont_diff_within_at ℝ n (λ y, ‖f y‖ ^ 2) s x
(cont_diff_norm_sq 𝕜).cont_diff_at.comp_cont_diff_within_at x hf
lemma
cont_diff_within_at.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at.comp_cont_diff_within_at", "cont_diff_norm_sq", "cont_diff_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at.norm_sq (hf : cont_diff_at ℝ n f x) : cont_diff_at ℝ n (λ y, ‖f y‖ ^ 2) x
hf.norm_sq 𝕜
lemma
cont_diff_at.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at_norm {x : E} (hx : x ≠ 0) : cont_diff_at ℝ n norm x
have ‖id x‖ ^ 2 ≠ 0, from pow_ne_zero _ (norm_pos_iff.2 hx).ne', by simpa only [id, sqrt_sq, norm_nonneg] using (cont_diff_at_id.norm_sq 𝕜).sqrt this
lemma
cont_diff_at_norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at", "pow_ne_zero" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at.norm (hf : cont_diff_at ℝ n f x) (h0 : f x ≠ 0) : cont_diff_at ℝ n (λ y, ‖f y‖) x
(cont_diff_at_norm 𝕜 h0).comp x hf
lemma
cont_diff_at.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at", "cont_diff_at_norm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at.dist (hf : cont_diff_at ℝ n f x) (hg : cont_diff_at ℝ n g x) (hne : f x ≠ g x) : cont_diff_at ℝ n (λ y, dist (f y) (g y)) x
by { simp only [dist_eq_norm], exact (hf.sub hg).norm 𝕜 (sub_ne_zero.2 hne) }
lemma
cont_diff_at.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_within_at.norm (hf : cont_diff_within_at ℝ n f s x) (h0 : f x ≠ 0) : cont_diff_within_at ℝ n (λ y, ‖f y‖) s x
(cont_diff_at_norm 𝕜 h0).comp_cont_diff_within_at x hf
lemma
cont_diff_within_at.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at_norm", "cont_diff_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_within_at.dist (hf : cont_diff_within_at ℝ n f s x) (hg : cont_diff_within_at ℝ n g s x) (hne : f x ≠ g x) : cont_diff_within_at ℝ n (λ y, dist (f y) (g y)) s x
by { simp only [dist_eq_norm], exact (hf.sub hg).norm 𝕜 (sub_ne_zero.2 hne) }
lemma
cont_diff_within_at.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on.norm_sq (hf : cont_diff_on ℝ n f s) : cont_diff_on ℝ n (λ y, ‖f y‖ ^ 2) s
(λ x hx, (hf x hx).norm_sq 𝕜)
lemma
cont_diff_on.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on.norm (hf : cont_diff_on ℝ n f s) (h0 : ∀ x ∈ s, f x ≠ 0) : cont_diff_on ℝ n (λ y, ‖f y‖) s
λ x hx, (hf x hx).norm 𝕜 (h0 x hx)
lemma
cont_diff_on.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on.dist (hf : cont_diff_on ℝ n f s) (hg : cont_diff_on ℝ n g s) (hne : ∀ x ∈ s, f x ≠ g x) : cont_diff_on ℝ n (λ y, dist (f y) (g y)) s
λ x hx, (hf x hx).dist 𝕜 (hg x hx) (hne x hx)
lemma
cont_diff_on.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff.norm (hf : cont_diff ℝ n f) (h0 : ∀ x, f x ≠ 0) : cont_diff ℝ n (λ y, ‖f y‖)
cont_diff_iff_cont_diff_at.2 $ λ x, hf.cont_diff_at.norm 𝕜 (h0 x)
lemma
cont_diff.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff.dist (hf : cont_diff ℝ n f) (hg : cont_diff ℝ n g) (hne : ∀ x, f x ≠ g x) : cont_diff ℝ n (λ y, dist (f y) (g y))
cont_diff_iff_cont_diff_at.2 $ λ x, hf.cont_diff_at.dist 𝕜 hg.cont_diff_at (hne x)
lemma
cont_diff.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_strict_fderiv_at_norm_sq (x : F) : has_strict_fderiv_at (λ x, ‖x‖ ^ 2) (bit0 (innerSL ℝ x)) x
begin simp only [sq, ← @inner_self_eq_norm_mul_norm ℝ], convert (has_strict_fderiv_at_id x).inner ℝ (has_strict_fderiv_at_id x), ext y, simp [bit0, real_inner_comm], end
lemma
has_strict_fderiv_at_norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "has_strict_fderiv_at", "has_strict_fderiv_at_id", "innerSL", "inner_self_eq_norm_mul_norm", "real_inner_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_at.norm_sq (hf : differentiable_at ℝ f x) : differentiable_at ℝ (λ y, ‖f y‖ ^ 2) x
((cont_diff_at_id.norm_sq 𝕜).differentiable_at le_rfl).comp x hf
lemma
differentiable_at.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at", "le_rfl" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_at.norm (hf : differentiable_at ℝ f x) (h0 : f x ≠ 0) : differentiable_at ℝ (λ y, ‖f y‖) x
((cont_diff_at_norm 𝕜 h0).differentiable_at le_rfl).comp x hf
lemma
differentiable_at.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at_norm", "differentiable_at", "le_rfl" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_at.dist (hf : differentiable_at ℝ f x) (hg : differentiable_at ℝ g x) (hne : f x ≠ g x) : differentiable_at ℝ (λ y, dist (f y) (g y)) x
by { simp only [dist_eq_norm], exact (hf.sub hg).norm 𝕜 (sub_ne_zero.2 hne) }
lemma
differentiable_at.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable.norm_sq (hf : differentiable ℝ f) : differentiable ℝ (λ y, ‖f y‖ ^ 2)
λ x, (hf x).norm_sq 𝕜
lemma
differentiable.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable.norm (hf : differentiable ℝ f) (h0 : ∀ x, f x ≠ 0) : differentiable ℝ (λ y, ‖f y‖)
λ x, (hf x).norm 𝕜 (h0 x)
lemma
differentiable.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable.dist (hf : differentiable ℝ f) (hg : differentiable ℝ g) (hne : ∀ x, f x ≠ g x) : differentiable ℝ (λ y, dist (f y) (g y))
λ x, (hf x).dist 𝕜 (hg x) (hne x)
lemma
differentiable.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_within_at.norm_sq (hf : differentiable_within_at ℝ f s x) : differentiable_within_at ℝ (λ y, ‖f y‖ ^ 2) s x
((cont_diff_at_id.norm_sq 𝕜).differentiable_at le_rfl).comp_differentiable_within_at x hf
lemma
differentiable_within_at.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at", "differentiable_within_at", "le_rfl" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_within_at.norm (hf : differentiable_within_at ℝ f s x) (h0 : f x ≠ 0) : differentiable_within_at ℝ (λ y, ‖f y‖) s x
((cont_diff_at_id.norm 𝕜 h0).differentiable_at le_rfl).comp_differentiable_within_at x hf
lemma
differentiable_within_at.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at", "differentiable_within_at", "le_rfl" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_within_at.dist (hf : differentiable_within_at ℝ f s x) (hg : differentiable_within_at ℝ g s x) (hne : f x ≠ g x) : differentiable_within_at ℝ (λ y, dist (f y) (g y)) s x
by { simp only [dist_eq_norm], exact (hf.sub hg).norm 𝕜 (sub_ne_zero.2 hne) }
lemma
differentiable_within_at.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_on.norm_sq (hf : differentiable_on ℝ f s) : differentiable_on ℝ (λ y, ‖f y‖ ^ 2) s
λ x hx, (hf x hx).norm_sq 𝕜
lemma
differentiable_on.norm_sq
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_on.norm (hf : differentiable_on ℝ f s) (h0 : ∀ x ∈ s, f x ≠ 0) : differentiable_on ℝ (λ y, ‖f y‖) s
λ x hx, (hf x hx).norm 𝕜 (h0 x hx)
lemma
differentiable_on.norm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_on.dist (hf : differentiable_on ℝ f s) (hg : differentiable_on ℝ g s) (hne : ∀ x ∈ s, f x ≠ g x) : differentiable_on ℝ (λ y, dist (f y) (g y)) s
λ x hx, (hf x hx).dist 𝕜 (hg x hx) (hne x hx)
lemma
differentiable_on.dist
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_within_at_euclidean : differentiable_within_at 𝕜 f t y ↔ ∀ i, differentiable_within_at 𝕜 (λ x, f x i) t y
begin rw [← (euclidean_space.equiv ι 𝕜).comp_differentiable_within_at_iff, differentiable_within_at_pi], refl end
lemma
differentiable_within_at_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_within_at", "differentiable_within_at_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_at_euclidean : differentiable_at 𝕜 f y ↔ ∀ i, differentiable_at 𝕜 (λ x, f x i) y
begin rw [← (euclidean_space.equiv ι 𝕜).comp_differentiable_at_iff, differentiable_at_pi], refl end
lemma
differentiable_at_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_at", "differentiable_at_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_on_euclidean : differentiable_on 𝕜 f t ↔ ∀ i, differentiable_on 𝕜 (λ x, f x i) t
begin rw [← (euclidean_space.equiv ι 𝕜).comp_differentiable_on_iff, differentiable_on_pi], refl end
lemma
differentiable_on_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable_on", "differentiable_on_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
differentiable_euclidean : differentiable 𝕜 f ↔ ∀ i, differentiable 𝕜 (λ x, f x i)
begin rw [← (euclidean_space.equiv ι 𝕜).comp_differentiable_iff, differentiable_pi], refl end
lemma
differentiable_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "differentiable", "differentiable_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_strict_fderiv_at_euclidean : has_strict_fderiv_at f f' y ↔ ∀ i, has_strict_fderiv_at (λ x, f x i) (euclidean_space.proj i ∘L f') y
begin rw [← (euclidean_space.equiv ι 𝕜).comp_has_strict_fderiv_at_iff, has_strict_fderiv_at_pi'], refl end
lemma
has_strict_fderiv_at_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "euclidean_space.equiv", "euclidean_space.proj", "has_strict_fderiv_at", "has_strict_fderiv_at_pi'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_fderiv_within_at_euclidean : has_fderiv_within_at f f' t y ↔ ∀ i, has_fderiv_within_at (λ x, f x i) (euclidean_space.proj i ∘L f') t y
begin rw [← (euclidean_space.equiv ι 𝕜).comp_has_fderiv_within_at_iff, has_fderiv_within_at_pi'], refl end
lemma
has_fderiv_within_at_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "euclidean_space.equiv", "euclidean_space.proj", "has_fderiv_within_at", "has_fderiv_within_at_pi'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_within_at_euclidean {n : ℕ∞} : cont_diff_within_at 𝕜 n f t y ↔ ∀ i, cont_diff_within_at 𝕜 n (λ x, f x i) t y
begin rw [← (euclidean_space.equiv ι 𝕜).comp_cont_diff_within_at_iff, cont_diff_within_at_pi], refl end
lemma
cont_diff_within_at_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_within_at", "cont_diff_within_at_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_at_euclidean {n : ℕ∞} : cont_diff_at 𝕜 n f y ↔ ∀ i, cont_diff_at 𝕜 n (λ x, f x i) y
begin rw [← (euclidean_space.equiv ι 𝕜).comp_cont_diff_at_iff, cont_diff_at_pi], refl end
lemma
cont_diff_at_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_at", "cont_diff_at_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on_euclidean {n : ℕ∞} : cont_diff_on 𝕜 n f t ↔ ∀ i, cont_diff_on 𝕜 n (λ x, f x i) t
begin rw [← (euclidean_space.equiv ι 𝕜).comp_cont_diff_on_iff, cont_diff_on_pi], refl end
lemma
cont_diff_on_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff_on", "cont_diff_on_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_euclidean {n : ℕ∞} : cont_diff 𝕜 n f ↔ ∀ i, cont_diff 𝕜 n (λ x, f x i)
begin rw [← (euclidean_space.equiv ι 𝕜).comp_cont_diff_iff, cont_diff_pi], refl end
lemma
cont_diff_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff", "cont_diff_pi", "euclidean_space.equiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_homeomorph_unit_ball : cont_diff ℝ n $ λ (x : E), (homeomorph_unit_ball x : E)
begin suffices : cont_diff ℝ n (λ x, (1 + ‖x‖^2).sqrt⁻¹), { exact this.smul cont_diff_id, }, have h : ∀ (x : E), 0 < 1 + ‖x‖ ^ 2 := λ x, by positivity, refine cont_diff.inv _ (λ x, real.sqrt_ne_zero'.mpr (h x)), exact (cont_diff_const.add $ cont_diff_norm_sq ℝ).sqrt (λ x, (h x).ne.symm), end
lemma
cont_diff_homeomorph_unit_ball
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "cont_diff", "cont_diff.inv", "cont_diff_id", "cont_diff_norm_sq", "homeomorph_unit_ball" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on_homeomorph_unit_ball_symm {f : E → E} (h : ∀ y (hy : y ∈ ball (0 : E) 1), f y = homeomorph_unit_ball.symm ⟨y, hy⟩) : cont_diff_on ℝ n f $ ball 0 1
begin intros y hy, apply cont_diff_at.cont_diff_within_at, have hf : f =ᶠ[𝓝 y] λ y, (1 - ‖(y : E)‖^2).sqrt⁻¹ • (y : E), { rw eventually_eq_iff_exists_mem, refine ⟨ball (0 : E) 1, mem_nhds_iff.mpr ⟨ball (0 : E) 1, set.subset.refl _, is_open_ball, hy⟩, λ z hz, _⟩, rw h z hz, refl, }, refine c...
lemma
cont_diff_on_homeomorph_unit_ball_symm
analysis.inner_product_space
src/analysis/inner_product_space/calculus.lean
[ "analysis.inner_product_space.pi_L2", "analysis.special_functions.sqrt" ]
[ "abs_norm", "cont_diff_at", "cont_diff_at.comp", "cont_diff_at.congr_of_eventually_eq", "cont_diff_at.cont_diff_within_at", "cont_diff_at.inv", "cont_diff_at_id", "cont_diff_norm_sq", "cont_diff_on", "one_pow", "set.subset.refl", "sq_lt_sq" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_conformal_map_iff (f : E →L[ℝ] F) : is_conformal_map f ↔ ∃ (c : ℝ), 0 < c ∧ ∀ (u v : E), ⟪f u, f v⟫ = c * ⟪u, v⟫
begin split, { rintros ⟨c₁, hc₁, li, rfl⟩, refine ⟨c₁ * c₁, mul_self_pos.2 hc₁, λ u v, _⟩, simp only [real_inner_smul_left, real_inner_smul_right, mul_assoc, coe_smul', coe_to_continuous_linear_map, pi.smul_apply, inner_map_map] }, { rintros ⟨c₁, hc₁, huv⟩, obtain ⟨c, hc, rfl⟩ : ∃ c : ℝ, 0 < c ∧...
lemma
is_conformal_map_iff
analysis.inner_product_space
src/analysis/inner_product_space/conformal_linear_map.lean
[ "analysis.normed_space.conformal_linear_map", "analysis.inner_product_space.basic" ]
[ "continuous_linear_map.coe_coe", "inv_mul_cancel_left₀", "is_conformal_map", "linear_map.smul_apply", "mul_assoc", "pi.smul_apply", "real.mul_self_sqrt", "real_inner_smul_left", "real_inner_smul_right", "smul_inv_smul₀" ]
A map between two inner product spaces is a conformal map if and only if it preserves inner products up to a scalar factor, i.e., there exists a positive `c : ℝ` such that `⟪f u, f v⟫ = c * ⟪u, v⟫` for all `u`, `v`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_dual_map : E →ₗᵢ⋆[𝕜] normed_space.dual 𝕜 E
{ norm_map' := innerSL_apply_norm _, ..innerSL 𝕜 }
def
inner_product_space.to_dual_map
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "innerSL", "innerSL_apply_norm", "normed_space.dual" ]
An element `x` of an inner product space `E` induces an element of the dual space `dual 𝕜 E`, the map `λ y, ⟪x, y⟫`; moreover this operation is a conjugate-linear isometric embedding of `E` into `dual 𝕜 E`. If `E` is complete, this operation is surjective, hence a conjugate-linear isometric equivalence; see `to_dual`...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_dual_map_apply {x y : E} : to_dual_map 𝕜 E x y = ⟪x, y⟫
rfl
lemma
inner_product_space.to_dual_map_apply
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
innerSL_norm [nontrivial E] : ‖(innerSL 𝕜 : E →L⋆[𝕜] E →L[𝕜] 𝕜)‖ = 1
show ‖(to_dual_map 𝕜 E).to_continuous_linear_map‖ = 1, from linear_isometry.norm_to_continuous_linear_map _
lemma
inner_product_space.innerSL_norm
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "innerSL", "linear_isometry.norm_to_continuous_linear_map", "nontrivial" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
ext_inner_left_basis {ι : Type*} {x y : E} (b : basis ι 𝕜 E) (h : ∀ i : ι, ⟪b i, x⟫ = ⟪b i, y⟫) : x = y
begin apply (to_dual_map 𝕜 E).map_eq_iff.mp, refine (function.injective.eq_iff continuous_linear_map.coe_injective).mp (basis.ext b _), intro i, simp only [to_dual_map_apply, continuous_linear_map.coe_coe], rw [←inner_conj_symm], nth_rewrite_rhs 0 [←inner_conj_symm], exact congr_arg conj (h i) end
lemma
inner_product_space.ext_inner_left_basis
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "basis", "basis.ext", "continuous_linear_map.coe_coe", "continuous_linear_map.coe_injective", "function.injective.eq_iff" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
ext_inner_right_basis {ι : Type*} {x y : E} (b : basis ι 𝕜 E) (h : ∀ i : ι, ⟪x, b i⟫ = ⟪y, b i⟫) : x = y
begin refine ext_inner_left_basis b (λ i, _), rw [←inner_conj_symm], nth_rewrite_rhs 0 [←inner_conj_symm], exact congr_arg conj (h i) end
lemma
inner_product_space.ext_inner_right_basis
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "basis" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_dual : E ≃ₗᵢ⋆[𝕜] normed_space.dual 𝕜 E
linear_isometry_equiv.of_surjective (to_dual_map 𝕜 E) begin intros ℓ, set Y := linear_map.ker ℓ with hY, by_cases htriv : Y = ⊤, { have hℓ : ℓ = 0, { have h' := linear_map.ker_eq_top.mp htriv, rw [←coe_zero] at h', apply coe_injective, exact h' }, exact ⟨0, by simp [hℓ]⟩ }, { rw [← ...
def
inner_product_space.to_dual
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "algebra.id.smul_eq_mul", "continuous_linear_map.map_smul", "inner_smul_left", "inner_smul_right", "inner_sub_right", "linear_isometry_equiv.of_surjective", "linear_map.ker", "linear_map.mem_ker", "mul_comm", "normed_space.dual", "submodule.ne_bot_iff", "submodule.orthogonal_eq_bot_iff" ]
Fréchet-Riesz representation: any `ℓ` in the dual of a Hilbert space `E` is of the form `λ u, ⟪y, u⟫` for some `y : E`, i.e. `to_dual_map` is surjective.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_dual_apply {x y : E} : to_dual 𝕜 E x y = ⟪x, y⟫
rfl
lemma
inner_product_space.to_dual_apply
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_dual_symm_apply {x : E} {y : normed_space.dual 𝕜 E} : ⟪(to_dual 𝕜 E).symm y, x⟫ = y x
begin rw ← to_dual_apply, simp only [linear_isometry_equiv.apply_symm_apply], end
lemma
inner_product_space.to_dual_symm_apply
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "linear_isometry_equiv.apply_symm_apply", "normed_space.dual" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map_of_bilin (B : E →L⋆[𝕜] E →L[𝕜] 𝕜) : E →L[𝕜] E
comp (to_dual 𝕜 E).symm.to_continuous_linear_equiv.to_continuous_linear_map B
def
inner_product_space.continuous_linear_map_of_bilin
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[]
Maps a bounded sesquilinear form to its continuous linear map, given by interpreting the form as a map `B : E →L⋆[𝕜] normed_space.dual 𝕜 E` and dualizing the result using `to_dual`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map_of_bilin_apply (v w : E) : ⟪(B♯ v), w⟫ = B v w
by simp [continuous_linear_map_of_bilin]
lemma
inner_product_space.continuous_linear_map_of_bilin_apply
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
unique_continuous_linear_map_of_bilin {v f : E} (is_lax_milgram : (∀ w, ⟪f, w⟫ = B v w)) : f = B♯ v
begin refine ext_inner_right 𝕜 _, intro w, rw continuous_linear_map_of_bilin_apply, exact is_lax_milgram w, end
lemma
inner_product_space.unique_continuous_linear_map_of_bilin
analysis.inner_product_space
src/analysis/inner_product_space/dual.lean
[ "analysis.inner_product_space.projection", "analysis.normed_space.dual", "analysis.normed_space.star.basic" ]
[ "ext_inner_right" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_euclidean : E ≃L[ℝ] euclidean_space ℝ (fin $ finrank ℝ E)
continuous_linear_equiv.of_finrank_eq finrank_euclidean_space_fin.symm
def
to_euclidean
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[ "continuous_linear_equiv.of_finrank_eq", "euclidean_space" ]
If `E` is a finite dimensional space over `ℝ`, then `to_euclidean` is a continuous `ℝ`-linear equivalence between `E` and the Euclidean space of the same dimension.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
dist (x y : E) : ℝ
dist (to_euclidean x) (to_euclidean y)
def
euclidean.dist
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[ "to_euclidean" ]
If `x` and `y` are two points in a finite dimensional space over `ℝ`, then `euclidean.dist x y` is the distance between these points in the metric defined by some inner product space structure on `E`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
closed_ball (x : E) (r : ℝ) : set E
{y | dist y x ≤ r}
def
euclidean.closed_ball
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[]
Closed ball w.r.t. the euclidean distance.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
ball (x : E) (r : ℝ) : set E
{y | dist y x < r}
def
euclidean.ball
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[]
Open ball w.r.t. the euclidean distance.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
ball_eq_preimage (x : E) (r : ℝ) : ball x r = to_euclidean ⁻¹' (metric.ball (to_euclidean x) r)
rfl
lemma
euclidean.ball_eq_preimage
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[ "metric.ball", "to_euclidean" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
closed_ball_eq_preimage (x : E) (r : ℝ) : closed_ball x r = to_euclidean ⁻¹' (metric.closed_ball (to_euclidean x) r)
rfl
lemma
euclidean.closed_ball_eq_preimage
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[ "metric.closed_ball", "to_euclidean" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
ball_subset_closed_ball {x : E} {r : ℝ} : ball x r ⊆ closed_ball x r
λ y (hy : _ < _), le_of_lt hy
lemma
euclidean.ball_subset_closed_ball
analysis.inner_product_space
src/analysis/inner_product_space/euclidean_dist.lean
[ "analysis.inner_product_space.calculus", "analysis.inner_product_space.pi_L2" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83