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map_implicit_function_eq (hf : has_strict_fderiv_at f f' a) (hf' : range f' = ⊤) : ∀ᶠ (p : F × (ker f')) in 𝓝 (f a, 0), f (hf.implicit_function f f' hf' p.1 p.2) = p.1
by apply map_implicit_function_of_complemented_eq
lemma
has_strict_fderiv_at.map_implicit_function_eq
analysis.calculus
src/analysis/calculus/implicit.lean
[ "analysis.calculus.inverse", "analysis.normed_space.complemented" ]
[ "has_strict_fderiv_at" ]
`implicit_function` sends `(z, y)` to a point in `f ⁻¹' z`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
implicit_function_apply_image (hf : has_strict_fderiv_at f f' a) (hf' : range f' = ⊤) : hf.implicit_function f f' hf' (f a) 0 = a
by apply implicit_function_of_complemented_apply_image
lemma
has_strict_fderiv_at.implicit_function_apply_image
analysis.calculus
src/analysis/calculus/implicit.lean
[ "analysis.calculus.inverse", "analysis.normed_space.complemented" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
eq_implicit_function (hf : has_strict_fderiv_at f f' a) (hf' : range f' = ⊤) : ∀ᶠ x in 𝓝 a, hf.implicit_function f f' hf' (f x) (hf.implicit_to_local_homeomorph f f' hf' x).snd = x
by apply eq_implicit_function_of_complemented
lemma
has_strict_fderiv_at.eq_implicit_function
analysis.calculus
src/analysis/calculus/implicit.lean
[ "analysis.calculus.inverse", "analysis.normed_space.complemented" ]
[ "has_strict_fderiv_at" ]
Any point in some neighborhood of `a` can be represented as `implicit_function` of some point.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_implicit_function (hf : has_strict_fderiv_at f f' a) (hf' : range f' = ⊤) : has_strict_fderiv_at (hf.implicit_function f f' hf' (f a)) (ker f').subtypeL 0
by apply to_implicit_function_of_complemented
lemma
has_strict_fderiv_at.to_implicit_function
analysis.calculus
src/analysis/calculus/implicit.lean
[ "analysis.calculus.inverse", "analysis.normed_space.complemented" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
approximates_linear_on (f : E → F) (f' : E →L[𝕜] F) (s : set E) (c : ℝ≥0) : Prop
∀ (x ∈ s) (y ∈ s), ‖f x - f y - f' (x - y)‖ ≤ c * ‖x - y‖
def
approximates_linear_on
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[]
We say that `f` approximates a continuous linear map `f'` on `s` with constant `c`, if `‖f x - f y - f' (x - y)‖ ≤ c * ‖x - y‖` whenever `x, y ∈ s`. This predicate is defined to facilitate the splitting of the inverse function theorem into small lemmas. Some of these lemmas can be useful, e.g., to prove that the inver...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
approximates_linear_on_empty (f : E → F) (f' : E →L[𝕜] F) (c : ℝ≥0) : approximates_linear_on f f' ∅ c
by simp [approximates_linear_on]
lemma
approximates_linear_on_empty
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
mono_num (hc : c ≤ c') (hf : approximates_linear_on f f' s c) : approximates_linear_on f f' s c'
λ x hx y hy, le_trans (hf x hx y hy) (mul_le_mul_of_nonneg_right hc $ norm_nonneg _)
theorem
approximates_linear_on.mono_num
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "mul_le_mul_of_nonneg_right" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
mono_set (hst : s ⊆ t) (hf : approximates_linear_on f f' t c) : approximates_linear_on f f' s c
λ x hx y hy, hf x (hst hx) y (hst hy)
theorem
approximates_linear_on.mono_set
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
approximates_linear_on_iff_lipschitz_on_with {f : E → F} {f' : E →L[𝕜] F} {s : set E} {c : ℝ≥0} : approximates_linear_on f f' s c ↔ lipschitz_on_with c (f - f') s
begin have : ∀ x y, f x - f y - f' (x - y) = (f - f') x - (f - f') y, { assume x y, simp only [map_sub, pi.sub_apply], abel }, simp only [this, lipschitz_on_with_iff_norm_sub_le, approximates_linear_on], end
lemma
approximates_linear_on.approximates_linear_on_iff_lipschitz_on_with
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "lipschitz_on_with" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
lipschitz_sub (hf : approximates_linear_on f f' s c) : lipschitz_with c (λ x : s, f x - f' x)
begin refine lipschitz_with.of_dist_le_mul (λ x y, _), rw [dist_eq_norm, subtype.dist_eq, dist_eq_norm], convert hf x x.2 y y.2 using 2, rw [f'.map_sub], abel end
lemma
approximates_linear_on.lipschitz_sub
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "lipschitz_with", "subtype.dist_eq" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
lipschitz (hf : approximates_linear_on f f' s c) : lipschitz_with (‖f'‖₊ + c) (s.restrict f)
by simpa only [restrict_apply, add_sub_cancel'_right] using (f'.lipschitz.restrict s).add hf.lipschitz_sub
lemma
approximates_linear_on.lipschitz
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "lipschitz_with" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous (hf : approximates_linear_on f f' s c) : continuous (s.restrict f)
hf.lipschitz.continuous
lemma
approximates_linear_on.continuous
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "continuous" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_on (hf : approximates_linear_on f f' s c) : continuous_on f s
continuous_on_iff_continuous_restrict.2 hf.continuous
lemma
approximates_linear_on.continuous_on
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "continuous_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
surj_on_closed_ball_of_nonlinear_right_inverse (hf : approximates_linear_on f f' s c) (f'symm : f'.nonlinear_right_inverse) {ε : ℝ} {b : E} (ε0 : 0 ≤ ε) (hε : closed_ball b ε ⊆ s) : surj_on f (closed_ball b ε) (closed_ball (f b) (((f'symm.nnnorm : ℝ)⁻¹ - c) * ε))
begin assume y hy, cases le_or_lt (f'symm.nnnorm : ℝ) ⁻¹ c with hc hc, { refine ⟨b, by simp [ε0], _⟩, have : dist y (f b) ≤ 0 := (mem_closed_ball.1 hy).trans (mul_nonpos_of_nonpos_of_nonneg (by linarith) ε0), simp only [dist_le_zero] at this, rw this }, have If' : (0 : ℝ) < f'symm.nnnorm, ...
theorem
approximates_linear_on.surj_on_closed_ball_of_nonlinear_right_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "cauchy_seq", "cauchy_seq_of_le_geometric", "cauchy_seq_tendsto_of_complete", "continuous_linear_map.nonlinear_right_inverse.right_inv", "dist_comm", "dist_le_zero", "dist_nonneg", "dist_triangle", "div_le_iff", "div_mul_eq_mul_div", "ge_iff_le", "inv_eq_one_div", ...
If a function is linearly approximated by a continuous linear map with a (possibly nonlinear) right inverse, then it is locally onto: a ball of an explicit radius is included in the image of the map.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
open_image (hf : approximates_linear_on f f' s c) (f'symm : f'.nonlinear_right_inverse) (hs : is_open s) (hc : subsingleton F ∨ c < f'symm.nnnorm⁻¹) : is_open (f '' s)
begin cases hc with hE hc, { resetI, apply is_open_discrete }, simp only [is_open_iff_mem_nhds, nhds_basis_closed_ball.mem_iff, ball_image_iff] at hs ⊢, intros x hx, rcases hs x hx with ⟨ε, ε0, hε⟩, refine ⟨(f'symm.nnnorm⁻¹ - c) * ε, mul_pos (sub_pos.2 hc) ε0, _⟩, exact (hf.surj_on_closed_ball_of_nonlinear_...
lemma
approximates_linear_on.open_image
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open", "is_open_discrete", "is_open_iff_mem_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
image_mem_nhds (hf : approximates_linear_on f f' s c) (f'symm : f'.nonlinear_right_inverse) {x : E} (hs : s ∈ 𝓝 x) (hc : subsingleton F ∨ c < f'symm.nnnorm⁻¹) : f '' s ∈ 𝓝 (f x)
begin obtain ⟨t, hts, ht, xt⟩ : ∃ t ⊆ s, is_open t ∧ x ∈ t := _root_.mem_nhds_iff.1 hs, have := is_open.mem_nhds ((hf.mono_set hts).open_image f'symm ht hc) (mem_image_of_mem _ xt), exact mem_of_superset this (image_subset _ hts), end
lemma
approximates_linear_on.image_mem_nhds
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open", "is_open.mem_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
map_nhds_eq (hf : approximates_linear_on f f' s c) (f'symm : f'.nonlinear_right_inverse) {x : E} (hs : s ∈ 𝓝 x) (hc : subsingleton F ∨ c < f'symm.nnnorm⁻¹) : map f (𝓝 x) = 𝓝 (f x)
begin refine le_antisymm ((hf.continuous_on x (mem_of_mem_nhds hs)).continuous_at hs) (le_map (λ t ht, _)), have : f '' (s ∩ t) ∈ 𝓝 (f x) := (hf.mono_set (inter_subset_left s t)).image_mem_nhds f'symm (inter_mem hs ht) hc, exact mem_of_superset this (image_subset _ (inter_subset_right _ _)), end
lemma
approximates_linear_on.map_nhds_eq
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "continuous_at", "mem_of_mem_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
antilipschitz (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) : antilipschitz_with (N⁻¹ - c)⁻¹ (s.restrict f)
begin cases hc with hE hc, { haveI : subsingleton s := ⟨λ x y, subtype.eq $ @subsingleton.elim _ hE _ _⟩, exact antilipschitz_with.of_subsingleton }, convert (f'.antilipschitz.restrict s).add_lipschitz_with hf.lipschitz_sub hc, simp [restrict] end
lemma
approximates_linear_on.antilipschitz
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "antilipschitz_with", "antilipschitz_with.of_subsingleton", "approximates_linear_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
injective (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) : injective (s.restrict f)
(hf.antilipschitz hc).injective
lemma
approximates_linear_on.injective
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
inj_on (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) : inj_on f s
inj_on_iff_injective.2 $ hf.injective hc
lemma
approximates_linear_on.inj_on
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
surjective [complete_space E] (hf : approximates_linear_on f (f' : E →L[𝕜] F) univ c) (hc : subsingleton E ∨ c < N⁻¹) : surjective f
begin cases hc with hE hc, { haveI : subsingleton F := (equiv.subsingleton_congr f'.to_linear_equiv.to_equiv).1 hE, exact surjective_to_subsingleton _ }, { apply forall_of_forall_mem_closed_ball (λ (y : F), ∃ a, f a = y) (f 0) _, have hc' : (0 : ℝ) < N⁻¹ - c, by { rw sub_pos, exact hc }, let p : ℝ → P...
lemma
approximates_linear_on.surjective
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "complete_space", "equiv.subsingleton_congr", "set.range", "surjective_to_subsingleton" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_equiv (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) : local_equiv E F
(hf.inj_on hc).to_local_equiv _ _
def
approximates_linear_on.to_local_equiv
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "local_equiv" ]
A map approximating a linear equivalence on a set defines a local equivalence on this set. Should not be used outside of this file, because it is superseded by `to_local_homeomorph` below. This is a first step towards the inverse function.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
inverse_continuous_on (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) : continuous_on (hf.to_local_equiv hc).symm (f '' s)
begin apply continuous_on_iff_continuous_restrict.2, refine ((hf.antilipschitz hc).to_right_inv_on' _ (hf.to_local_equiv hc).right_inv').continuous, exact (λ x hx, (hf.to_local_equiv hc).map_target hx) end
lemma
approximates_linear_on.inverse_continuous_on
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "continuous", "continuous_on" ]
The inverse function is continuous on `f '' s`. Use properties of `local_homeomorph` instead.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_inv (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) : approximates_linear_on (hf.to_local_equiv hc).symm (f'.symm : F →L[𝕜] E) (f '' s) (N * (N⁻¹ - c)⁻¹ * c)
begin assume x hx y hy, set A := hf.to_local_equiv hc with hA, have Af : ∀ z, A z = f z := λ z, rfl, rcases (mem_image _ _ _).1 hx with ⟨x', x's, rfl⟩, rcases (mem_image _ _ _).1 hy with ⟨y', y's, rfl⟩, rw [← Af x', ← Af y', A.left_inv x's, A.left_inv y's], calc ‖x' - y' - (f'.symm) (A x' - A y')‖ ≤...
lemma
approximates_linear_on.to_inv
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "continuous_linear_equiv.apply_symm_apply", "continuous_linear_equiv.map_sub", "mul_le_mul_of_nonneg_left", "nnreal.coe_nonneg", "nonneg.coe_mul", "ring" ]
The inverse function is approximated linearly on `f '' s` by `f'.symm`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) (hs : is_open s) : local_homeomorph E F
{ to_local_equiv := hf.to_local_equiv hc, open_source := hs, open_target := hf.open_image f'.to_nonlinear_right_inverse hs (by rwa f'.to_linear_equiv.to_equiv.subsingleton_congr at hc), continuous_to_fun := hf.continuous_on, continuous_inv_fun := hf.inverse_continuous_on hc }
def
approximates_linear_on.to_local_homeomorph
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open", "local_homeomorph" ]
Given a function `f` that approximates a linear equivalence on an open set `s`, returns a local homeomorph with `to_fun = f` and `source = s`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_homeomorph (hf : approximates_linear_on f (f' : E →L[𝕜] F) univ c) (hc : subsingleton E ∨ c < N⁻¹) : E ≃ₜ F
begin refine (hf.to_local_homeomorph _ _ hc is_open_univ).to_homeomorph_of_source_eq_univ_target_eq_univ rfl _, change f '' univ = univ, rw [image_univ, range_iff_surjective], exact hf.surjective hc, end
def
approximates_linear_on.to_homeomorph
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open_univ" ]
A function `f` that approximates a linear equivalence on the whole space is a homeomorphism.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
exists_homeomorph_extension {E : Type*} [normed_add_comm_group E] [normed_space ℝ E] {F : Type*} [normed_add_comm_group F] [normed_space ℝ F] [finite_dimensional ℝ F] {s : set E} {f : E → F} {f' : E ≃L[ℝ] F} {c : ℝ≥0} (hf : approximates_linear_on f (f' : E →L[ℝ] F) s c) (hc : subsingleton E ∨ lipschitz_extensio...
begin -- the difference `f - f'` is Lipschitz on `s`. It can be extended to a Lipschitz function `u` -- on the whole space, with a slightly worse Lipschitz constant. Then `f' + u` will be the -- desired homeomorphism. obtain ⟨u, hu, uf⟩ : ∃ (u : E → F), lipschitz_with (lipschitz_extension_constant F * c) u ...
lemma
approximates_linear_on.exists_homeomorph_extension
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "continuous_linear_equiv.coe_coe", "finite_dimensional", "lipschitz_extension_constant", "lipschitz_on_univ", "lipschitz_with", "normed_add_comm_group", "normed_space" ]
In a real vector space, a function `f` that approximates a linear equivalence on a subset `s` can be extended to a homeomorphism of the whole space.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph_coe (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) (hs : is_open s) : (hf.to_local_homeomorph f s hc hs : E → F) = f
rfl
lemma
approximates_linear_on.to_local_homeomorph_coe
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph_source (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) (hs : is_open s) : (hf.to_local_homeomorph f s hc hs).source = s
rfl
lemma
approximates_linear_on.to_local_homeomorph_source
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph_target (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) (hs : is_open s) : (hf.to_local_homeomorph f s hc hs).target = f '' s
rfl
lemma
approximates_linear_on.to_local_homeomorph_target
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
closed_ball_subset_target (hf : approximates_linear_on f (f' : E →L[𝕜] F) s c) (hc : subsingleton E ∨ c < N⁻¹) (hs : is_open s) {b : E} (ε0 : 0 ≤ ε) (hε : closed_ball b ε ⊆ s) : closed_ball (f b) ((N⁻¹ - c) * ε) ⊆ (hf.to_local_homeomorph f s hc hs).target
(hf.surj_on_closed_ball_of_nonlinear_right_inverse f'.to_nonlinear_right_inverse ε0 hε).mono hε (subset.refl _)
lemma
approximates_linear_on.closed_ball_subset_target
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "is_open" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
approximates_deriv_on_nhds {f : E → F} {f' : E →L[𝕜] F} {a : E} (hf : has_strict_fderiv_at f f' a) {c : ℝ≥0} (hc : subsingleton E ∨ 0 < c) : ∃ s ∈ 𝓝 a, approximates_linear_on f f' s c
begin cases hc with hE hc, { refine ⟨univ, is_open.mem_nhds is_open_univ trivial, λ x hx y hy, _⟩, simp [@subsingleton.elim E hE x y] }, have := hf.def hc, rw [nhds_prod_eq, filter.eventually, mem_prod_same_iff] at this, rcases this with ⟨s, has, hs⟩, exact ⟨s, has, λ x hx y hy, hs (mk_mem_prod hx hy)⟩ ...
lemma
has_strict_fderiv_at.approximates_deriv_on_nhds
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "filter.eventually", "has_strict_fderiv_at", "is_open.mem_nhds", "is_open_univ", "nhds_prod_eq" ]
If `f` has derivative `f'` at `a` in the strict sense and `c > 0`, then `f` approximates `f'` with constant `c` on some neighborhood of `a`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
map_nhds_eq_of_surj [complete_space E] [complete_space F] {f : E → F} {f' : E →L[𝕜] F} {a : E} (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) (h : linear_map.range f' = ⊤) : map f (𝓝 a) = 𝓝 (f a)
begin let f'symm := f'.nonlinear_right_inverse_of_surjective h, set c : ℝ≥0 := f'symm.nnnorm⁻¹ / 2 with hc, have f'symm_pos : 0 < f'symm.nnnorm := f'.nonlinear_right_inverse_of_surjective_nnnorm_pos h, have cpos : 0 < c, by simp [hc, half_pos, inv_pos, f'symm_pos], obtain ⟨s, s_nhds, hs⟩ : ∃ s ∈ 𝓝 a, approxi...
lemma
has_strict_fderiv_at.map_nhds_eq_of_surj
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "complete_space", "half_pos", "has_strict_fderiv_at", "inv_pos", "linear_map.range", "nnreal.half_lt_self" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
approximates_deriv_on_open_nhds (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : ∃ (s : set E) (hs : a ∈ s ∧ is_open s), approximates_linear_on f (f' : E →L[𝕜] F) s (‖(f'.symm : F →L[𝕜] E)‖₊⁻¹ / 2)
begin refine ((nhds_basis_opens a).exists_iff _).1 _, exact (λ s t, approximates_linear_on.mono_set), exact (hf.approximates_deriv_on_nhds $ f'.subsingleton_or_nnnorm_symm_pos.imp id $ λ hf', half_pos $ inv_pos.2 hf') end
lemma
has_strict_fderiv_at.approximates_deriv_on_open_nhds
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on", "approximates_linear_on.mono_set", "half_pos", "has_strict_fderiv_at", "is_open", "nhds_basis_opens" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : local_homeomorph E F
approximates_linear_on.to_local_homeomorph f (classical.some hf.approximates_deriv_on_open_nhds) (classical.some_spec hf.approximates_deriv_on_open_nhds).snd (f'.subsingleton_or_nnnorm_symm_pos.imp id $ λ hf', nnreal.half_lt_self $ ne_of_gt $ inv_pos.2 hf') (classical.some_spec hf.approximates_deriv_on_open...
def
has_strict_fderiv_at.to_local_homeomorph
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "approximates_linear_on.to_local_homeomorph", "has_strict_fderiv_at", "local_homeomorph", "nnreal.half_lt_self" ]
Given a function with an invertible strict derivative at `a`, returns a `local_homeomorph` with `to_fun = f` and `a ∈ source`. This is a part of the inverse function theorem. The other part `has_strict_fderiv_at.to_local_inverse` states that the inverse function of this `local_homeomorph` has derivative `f'.symm`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph_coe (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : (hf.to_local_homeomorph f : E → F) = f
rfl
lemma
has_strict_fderiv_at.to_local_homeomorph_coe
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
mem_to_local_homeomorph_source (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : a ∈ (hf.to_local_homeomorph f).source
(classical.some_spec hf.approximates_deriv_on_open_nhds).fst.1
lemma
has_strict_fderiv_at.mem_to_local_homeomorph_source
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
image_mem_to_local_homeomorph_target (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : f a ∈ (hf.to_local_homeomorph f).target
(hf.to_local_homeomorph f).map_source hf.mem_to_local_homeomorph_source
lemma
has_strict_fderiv_at.image_mem_to_local_homeomorph_target
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
map_nhds_eq_of_equiv (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : map f (𝓝 a) = 𝓝 (f a)
(hf.to_local_homeomorph f).map_nhds_eq hf.mem_to_local_homeomorph_source
lemma
has_strict_fderiv_at.map_nhds_eq_of_equiv
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : F → E
(hf.to_local_homeomorph f).symm
def
has_strict_fderiv_at.local_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
Given a function `f` with an invertible derivative, returns a function that is locally inverse to `f`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse_def (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : hf.local_inverse f _ _ = (hf.to_local_homeomorph f).symm
rfl
lemma
has_strict_fderiv_at.local_inverse_def
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
eventually_left_inverse (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : ∀ᶠ x in 𝓝 a, hf.local_inverse f f' a (f x) = x
(hf.to_local_homeomorph f).eventually_left_inverse hf.mem_to_local_homeomorph_source
lemma
has_strict_fderiv_at.eventually_left_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse_apply_image (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : hf.local_inverse f f' a (f a) = a
hf.eventually_left_inverse.self_of_nhds
lemma
has_strict_fderiv_at.local_inverse_apply_image
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
eventually_right_inverse (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : ∀ᶠ y in 𝓝 (f a), f (hf.local_inverse f f' a y) = y
(hf.to_local_homeomorph f).eventually_right_inverse' hf.mem_to_local_homeomorph_source
lemma
has_strict_fderiv_at.eventually_right_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse_continuous_at (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : continuous_at (hf.local_inverse f f' a) (f a)
(hf.to_local_homeomorph f).continuous_at_symm hf.image_mem_to_local_homeomorph_target
lemma
has_strict_fderiv_at.local_inverse_continuous_at
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "continuous_at", "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse_tendsto (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : tendsto (hf.local_inverse f f' a) (𝓝 $ f a) (𝓝 a)
(hf.to_local_homeomorph f).tendsto_symm hf.mem_to_local_homeomorph_source
lemma
has_strict_fderiv_at.local_inverse_tendsto
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse_unique (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) {g : F → E} (hg : ∀ᶠ x in 𝓝 a, g (f x) = x) : ∀ᶠ y in 𝓝 (f a), g y = local_inverse f f' a hf y
eventually_eq_of_left_inv_of_right_inv hg hf.eventually_right_inverse $ (hf.to_local_homeomorph f).tendsto_symm hf.mem_to_local_homeomorph_source
lemma
has_strict_fderiv_at.local_inverse_unique
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_inverse (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) : has_strict_fderiv_at (hf.local_inverse f f' a) (f'.symm : F →L[𝕜] E) (f a)
(hf.to_local_homeomorph f).has_strict_fderiv_at_symm hf.image_mem_to_local_homeomorph_target $ by simpa [← local_inverse_def] using hf
theorem
has_strict_fderiv_at.to_local_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
If `f` has an invertible derivative `f'` at `a` in the sense of strict differentiability `(hf)`, then the inverse function `hf.local_inverse f` has derivative `f'.symm` at `f a`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_left_inverse (hf : has_strict_fderiv_at f (f' : E →L[𝕜] F) a) {g : F → E} (hg : ∀ᶠ x in 𝓝 a, g (f x) = x) : has_strict_fderiv_at g (f'.symm : F →L[𝕜] E) (f a)
hf.to_local_inverse.congr_of_eventually_eq $ (hf.local_inverse_unique hg).mono $ λ _, eq.symm
theorem
has_strict_fderiv_at.to_local_left_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_fderiv_at" ]
If `f : E → F` has an invertible derivative `f'` at `a` in the sense of strict differentiability and `g (f x) = x` in a neighborhood of `a`, then `g` has derivative `f'.symm` at `f a`. For a version assuming `f (g y) = y` and continuity of `g` at `f a` but not `[complete_space E]` see `of_local_left_inverse`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
open_map_of_strict_fderiv_equiv [complete_space E] {f : E → F} {f' : E → E ≃L[𝕜] F} (hf : ∀ x, has_strict_fderiv_at f (f' x : E →L[𝕜] F) x) : is_open_map f
is_open_map_iff_nhds_le.2 $ λ x, (hf x).map_nhds_eq_of_equiv.ge
lemma
open_map_of_strict_fderiv_equiv
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "complete_space", "has_strict_fderiv_at", "is_open_map" ]
If a function has an invertible strict derivative at all points, then it is an open map.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse : 𝕜 → 𝕜
(hf.has_strict_fderiv_at_equiv hf').local_inverse _ _ _
def
has_strict_deriv_at.local_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[]
A function that is inverse to `f` near `a`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
map_nhds_eq : map f (𝓝 a) = 𝓝 (f a)
(hf.has_strict_fderiv_at_equiv hf').map_nhds_eq_of_equiv
lemma
has_strict_deriv_at.map_nhds_eq
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_inverse : has_strict_deriv_at (hf.local_inverse f f' a hf') f'⁻¹ (f a)
(hf.has_strict_fderiv_at_equiv hf').to_local_inverse
theorem
has_strict_deriv_at.to_local_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_deriv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_left_inverse {g : 𝕜 → 𝕜} (hg : ∀ᶠ x in 𝓝 a, g (f x) = x) : has_strict_deriv_at g f'⁻¹ (f a)
(hf.has_strict_fderiv_at_equiv hf').to_local_left_inverse hg
theorem
has_strict_deriv_at.to_local_left_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "has_strict_deriv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
open_map_of_strict_deriv [complete_space 𝕜] {f f' : 𝕜 → 𝕜} (hf : ∀ x, has_strict_deriv_at f (f' x) x) (h0 : ∀ x, f' x ≠ 0) : is_open_map f
is_open_map_iff_nhds_le.2 $ λ x, ((hf x).map_nhds_eq (h0 x)).ge
lemma
open_map_of_strict_deriv
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "complete_space", "has_strict_deriv_at", "is_open_map" ]
If a function has a non-zero strict derivative at all points, then it is an open map.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : local_homeomorph E' F'
(hf.has_strict_fderiv_at' hf' hn).to_local_homeomorph f
def
cont_diff_at.to_local_homeomorph
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at", "local_homeomorph" ]
Given a `cont_diff` function over `𝕂` (which is `ℝ` or `ℂ`) with an invertible derivative at `a`, returns a `local_homeomorph` with `to_fun = f` and `a ∈ source`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_homeomorph_coe {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : (hf.to_local_homeomorph f hf' hn : E' → F') = f
rfl
lemma
cont_diff_at.to_local_homeomorph_coe
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
mem_to_local_homeomorph_source {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : a ∈ (hf.to_local_homeomorph f hf' hn).source
(hf.has_strict_fderiv_at' hf' hn).mem_to_local_homeomorph_source
lemma
cont_diff_at.mem_to_local_homeomorph_source
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
image_mem_to_local_homeomorph_target {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : f a ∈ (hf.to_local_homeomorph f hf' hn).target
(hf.has_strict_fderiv_at' hf' hn).image_mem_to_local_homeomorph_target
lemma
cont_diff_at.image_mem_to_local_homeomorph_target
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : F' → E'
(hf.has_strict_fderiv_at' hf' hn).local_inverse f f' a
def
cont_diff_at.local_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at" ]
Given a `cont_diff` function over `𝕂` (which is `ℝ` or `ℂ`) with an invertible derivative at `a`, returns a function that is locally inverse to `f`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
local_inverse_apply_image {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : hf.local_inverse hf' hn (f a) = a
(hf.has_strict_fderiv_at' hf' hn).local_inverse_apply_image
lemma
cont_diff_at.local_inverse_apply_image
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
to_local_inverse {n : ℕ∞} (hf : cont_diff_at 𝕂 n f a) (hf' : has_fderiv_at f (f' : E' →L[𝕂] F') a) (hn : 1 ≤ n) : cont_diff_at 𝕂 n (hf.local_inverse hf' hn) (f a)
begin have := hf.local_inverse_apply_image hf' hn, apply (hf.to_local_homeomorph f hf' hn).cont_diff_at_symm (image_mem_to_local_homeomorph_target hf hf' hn), { convert hf' }, { convert hf } end
lemma
cont_diff_at.to_local_inverse
analysis.calculus
src/analysis/calculus/inverse.lean
[ "analysis.calculus.cont_diff", "analysis.normed_space.banach" ]
[ "cont_diff_at", "has_fderiv_at" ]
Given a `cont_diff` function over `𝕂` (which is `ℝ` or `ℂ`) with an invertible derivative at `a`, the inverse function (produced by `cont_diff.to_local_homeomorph`) is also `cont_diff`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv (n : ℕ) (f : 𝕜 → F) (x : 𝕜) : F
(iterated_fderiv 𝕜 n f x : ((fin n) → 𝕜) → F) (λ(i : fin n), 1)
def
iterated_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_fderiv" ]
The `n`-th iterated derivative of a function from `𝕜` to `F`, as a function from `𝕜` to `F`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within (n : ℕ) (f : 𝕜 → F) (s : set 𝕜) (x : 𝕜) : F
(iterated_fderiv_within 𝕜 n f s x : ((fin n) → 𝕜) → F) (λ(i : fin n), 1)
def
iterated_deriv_within
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_fderiv_within" ]
The `n`-th iterated derivative of a function from `𝕜` to `F` within a set `s`, as a function from `𝕜` to `F`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_univ : iterated_deriv_within n f univ = iterated_deriv n f
by { ext x, rw [iterated_deriv_within, iterated_deriv, iterated_fderiv_within_univ] }
lemma
iterated_deriv_within_univ
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv", "iterated_deriv_within", "iterated_fderiv_within_univ" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_eq_iterated_fderiv_within : iterated_deriv_within n f s x = (iterated_fderiv_within 𝕜 n f s x : ((fin n) → 𝕜) → F) (λ(i : fin n), 1)
rfl
lemma
iterated_deriv_within_eq_iterated_fderiv_within
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv_within", "iterated_fderiv_within" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_eq_equiv_comp : iterated_deriv_within n f s = (continuous_multilinear_map.pi_field_equiv 𝕜 (fin n) F).symm ∘ (iterated_fderiv_within 𝕜 n f s)
by { ext x, refl }
lemma
iterated_deriv_within_eq_equiv_comp
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.pi_field_equiv", "iterated_deriv_within", "iterated_fderiv_within" ]
Write the iterated derivative as the composition of a continuous linear equiv and the iterated Fréchet derivative
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_fderiv_within_eq_equiv_comp : iterated_fderiv_within 𝕜 n f s = (continuous_multilinear_map.pi_field_equiv 𝕜 (fin n) F) ∘ (iterated_deriv_within n f s)
by rw [iterated_deriv_within_eq_equiv_comp, ← function.comp.assoc, linear_isometry_equiv.self_comp_symm, function.left_id]
lemma
iterated_fderiv_within_eq_equiv_comp
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.pi_field_equiv", "iterated_deriv_within", "iterated_deriv_within_eq_equiv_comp", "iterated_fderiv_within", "linear_isometry_equiv.self_comp_symm" ]
Write the iterated Fréchet derivative as the composition of a continuous linear equiv and the iterated derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_fderiv_within_apply_eq_iterated_deriv_within_mul_prod {m : (fin n) → 𝕜} : (iterated_fderiv_within 𝕜 n f s x : ((fin n) → 𝕜) → F) m = (∏ i, m i) • iterated_deriv_within n f s x
begin rw [iterated_deriv_within_eq_iterated_fderiv_within, ← continuous_multilinear_map.map_smul_univ], simp end
lemma
iterated_fderiv_within_apply_eq_iterated_deriv_within_mul_prod
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.map_smul_univ", "iterated_deriv_within", "iterated_deriv_within_eq_iterated_fderiv_within", "iterated_fderiv_within" ]
The `n`-th Fréchet derivative applied to a vector `(m 0, ..., m (n-1))` is the derivative multiplied by the product of the `m i`s.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
norm_iterated_fderiv_within_eq_norm_iterated_deriv_within : ‖iterated_fderiv_within 𝕜 n f s x‖ = ‖iterated_deriv_within n f s x‖
by rw [iterated_deriv_within_eq_equiv_comp, linear_isometry_equiv.norm_map]
lemma
norm_iterated_fderiv_within_eq_norm_iterated_deriv_within
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv_within_eq_equiv_comp", "linear_isometry_equiv.norm_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_zero : iterated_deriv_within 0 f s = f
by { ext x, simp [iterated_deriv_within] }
lemma
iterated_deriv_within_zero
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv_within" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_one {x : 𝕜} (h : unique_diff_within_at 𝕜 s x): iterated_deriv_within 1 f s x = deriv_within f s x
by { simp only [iterated_deriv_within, iterated_fderiv_within_one_apply h], refl }
lemma
iterated_deriv_within_one
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv_within", "iterated_deriv_within", "iterated_fderiv_within_one_apply", "unique_diff_within_at" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on_of_continuous_on_differentiable_on_deriv {n : ℕ∞} (Hcont : ∀ (m : ℕ), (m : ℕ∞) ≤ n → continuous_on (λ x, iterated_deriv_within m f s x) s) (Hdiff : ∀ (m : ℕ), (m : ℕ∞) < n → differentiable_on 𝕜 (λ x, iterated_deriv_within m f s x) s) : cont_diff_on 𝕜 n f s
begin apply cont_diff_on_of_continuous_on_differentiable_on, { simpa [iterated_fderiv_within_eq_equiv_comp, linear_isometry_equiv.comp_continuous_on_iff] }, { simpa [iterated_fderiv_within_eq_equiv_comp, linear_isometry_equiv.comp_differentiable_on_iff] } end
lemma
cont_diff_on_of_continuous_on_differentiable_on_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff_on", "cont_diff_on_of_continuous_on_differentiable_on", "continuous_on", "differentiable_on", "iterated_deriv_within", "iterated_fderiv_within_eq_equiv_comp", "linear_isometry_equiv.comp_continuous_on_iff", "linear_isometry_equiv.comp_differentiable_on_iff" ]
If the first `n` derivatives within a set of a function are continuous, and its first `n-1` derivatives are differentiable, then the function is `C^n`. This is not an equivalence in general, but this is an equivalence when the set has unique derivatives, see `cont_diff_on_iff_continuous_on_differentiable_on_deriv`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on_of_differentiable_on_deriv {n : ℕ∞} (h : ∀(m : ℕ), (m : ℕ∞) ≤ n → differentiable_on 𝕜 (iterated_deriv_within m f s) s) : cont_diff_on 𝕜 n f s
begin apply cont_diff_on_of_differentiable_on, simpa only [iterated_fderiv_within_eq_equiv_comp, linear_isometry_equiv.comp_differentiable_on_iff] end
lemma
cont_diff_on_of_differentiable_on_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff_on", "cont_diff_on_of_differentiable_on", "differentiable_on", "iterated_deriv_within", "iterated_fderiv_within_eq_equiv_comp", "linear_isometry_equiv.comp_differentiable_on_iff" ]
To check that a function is `n` times continuously differentiable, it suffices to check that its first `n` derivatives are differentiable. This is slightly too strong as the condition we require on the `n`-th derivative is differentiability instead of continuity, but it has the advantage of avoiding the discussion of c...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on.continuous_on_iterated_deriv_within {n : ℕ∞} {m : ℕ} (h : cont_diff_on 𝕜 n f s) (hmn : (m : ℕ∞) ≤ n) (hs : unique_diff_on 𝕜 s) : continuous_on (iterated_deriv_within m f s) s
by simpa only [iterated_deriv_within_eq_equiv_comp, linear_isometry_equiv.comp_continuous_on_iff] using h.continuous_on_iterated_fderiv_within hmn hs
lemma
cont_diff_on.continuous_on_iterated_deriv_within
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff_on", "continuous_on", "iterated_deriv_within", "iterated_deriv_within_eq_equiv_comp", "linear_isometry_equiv.comp_continuous_on_iff", "unique_diff_on" ]
On a set with unique derivatives, a `C^n` function has derivatives up to `n` which are continuous.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_within_at.differentiable_within_at_iterated_deriv_within {n : ℕ∞} {m : ℕ} (h : cont_diff_within_at 𝕜 n f s x) (hmn : (m : ℕ∞) < n) (hs : unique_diff_on 𝕜 (insert x s)) : differentiable_within_at 𝕜 (iterated_deriv_within m f s) s x
by simpa only [iterated_deriv_within_eq_equiv_comp, linear_isometry_equiv.comp_differentiable_within_at_iff] using h.differentiable_within_at_iterated_fderiv_within hmn hs
lemma
cont_diff_within_at.differentiable_within_at_iterated_deriv_within
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff_within_at", "differentiable_within_at", "iterated_deriv_within", "iterated_deriv_within_eq_equiv_comp", "linear_isometry_equiv.comp_differentiable_within_at_iff", "unique_diff_on" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on.differentiable_on_iterated_deriv_within {n : ℕ∞} {m : ℕ} (h : cont_diff_on 𝕜 n f s) (hmn : (m : ℕ∞) < n) (hs : unique_diff_on 𝕜 s) : differentiable_on 𝕜 (iterated_deriv_within m f s) s
λ x hx, (h x hx).differentiable_within_at_iterated_deriv_within hmn $ by rwa [insert_eq_of_mem hx]
lemma
cont_diff_on.differentiable_on_iterated_deriv_within
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff_on", "differentiable_on", "iterated_deriv_within", "unique_diff_on" ]
On a set with unique derivatives, a `C^n` function has derivatives less than `n` which are differentiable.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_on_iff_continuous_on_differentiable_on_deriv {n : ℕ∞} (hs : unique_diff_on 𝕜 s) : cont_diff_on 𝕜 n f s ↔ (∀m:ℕ, (m : ℕ∞) ≤ n → continuous_on (iterated_deriv_within m f s) s) ∧ (∀m:ℕ, (m : ℕ∞) < n → differentiable_on 𝕜 (iterated_deriv_within m f s) s)
by simp only [cont_diff_on_iff_continuous_on_differentiable_on hs, iterated_fderiv_within_eq_equiv_comp, linear_isometry_equiv.comp_continuous_on_iff, linear_isometry_equiv.comp_differentiable_on_iff]
lemma
cont_diff_on_iff_continuous_on_differentiable_on_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff_on", "cont_diff_on_iff_continuous_on_differentiable_on", "continuous_on", "differentiable_on", "iterated_deriv_within", "iterated_fderiv_within_eq_equiv_comp", "linear_isometry_equiv.comp_continuous_on_iff", "linear_isometry_equiv.comp_differentiable_on_iff", "unique_diff_on" ]
The property of being `C^n`, initially defined in terms of the Fréchet derivative, can be reformulated in terms of the one-dimensional derivative on sets with unique derivatives.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_succ {x : 𝕜} (hxs : unique_diff_within_at 𝕜 s x) : iterated_deriv_within (n + 1) f s x = deriv_within (iterated_deriv_within n f s) s x
begin rw [iterated_deriv_within_eq_iterated_fderiv_within, iterated_fderiv_within_succ_apply_left, iterated_fderiv_within_eq_equiv_comp, linear_isometry_equiv.comp_fderiv_within _ hxs, deriv_within], change ((continuous_multilinear_map.mk_pi_field 𝕜 (fin n) ((fderiv_within 𝕜 (iterated_deriv_within...
lemma
iterated_deriv_within_succ
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.mk_pi_field", "deriv_within", "fderiv_within", "iterated_deriv_within", "iterated_deriv_within_eq_iterated_fderiv_within", "iterated_fderiv_within_eq_equiv_comp", "iterated_fderiv_within_succ_apply_left", "linear_isometry_equiv.comp_fderiv_within", "unique_diff_within_at"...
The `n+1`-th iterated derivative within a set with unique derivatives can be obtained by differentiating the `n`-th iterated derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_eq_iterate {x : 𝕜} (hs : unique_diff_on 𝕜 s) (hx : x ∈ s) : iterated_deriv_within n f s x = ((λ (g : 𝕜 → F), deriv_within g s)^[n]) f x
begin induction n with n IH generalizing x, { simp }, { rw [iterated_deriv_within_succ (hs x hx), function.iterate_succ'], exact deriv_within_congr (λ y hy, IH hy) (IH hx) } end
lemma
iterated_deriv_within_eq_iterate
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv_within", "deriv_within_congr", "function.iterate_succ'", "iterated_deriv_within", "iterated_deriv_within_succ", "unique_diff_on" ]
The `n`-th iterated derivative within a set with unique derivatives can be obtained by iterating `n` times the differentiation operation.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_within_succ' {x : 𝕜} (hxs : unique_diff_on 𝕜 s) (hx : x ∈ s) : iterated_deriv_within (n + 1) f s x = (iterated_deriv_within n (deriv_within f s) s) x
by { rw [iterated_deriv_within_eq_iterate hxs hx, iterated_deriv_within_eq_iterate hxs hx], refl }
lemma
iterated_deriv_within_succ'
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv_within", "iterated_deriv_within", "iterated_deriv_within_eq_iterate", "unique_diff_on" ]
The `n+1`-th iterated derivative within a set with unique derivatives can be obtained by taking the `n`-th derivative of the derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_eq_iterated_fderiv : iterated_deriv n f x = (iterated_fderiv 𝕜 n f x : ((fin n) → 𝕜) → F) (λ(i : fin n), 1)
rfl
lemma
iterated_deriv_eq_iterated_fderiv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv", "iterated_fderiv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_eq_equiv_comp : iterated_deriv n f = (continuous_multilinear_map.pi_field_equiv 𝕜 (fin n) F).symm ∘ (iterated_fderiv 𝕜 n f)
by { ext x, refl }
lemma
iterated_deriv_eq_equiv_comp
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.pi_field_equiv", "iterated_deriv", "iterated_fderiv" ]
Write the iterated derivative as the composition of a continuous linear equiv and the iterated Fréchet derivative
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_fderiv_eq_equiv_comp : iterated_fderiv 𝕜 n f = (continuous_multilinear_map.pi_field_equiv 𝕜 (fin n) F) ∘ (iterated_deriv n f)
by rw [iterated_deriv_eq_equiv_comp, ← function.comp.assoc, linear_isometry_equiv.self_comp_symm, function.left_id]
lemma
iterated_fderiv_eq_equiv_comp
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.pi_field_equiv", "iterated_deriv", "iterated_deriv_eq_equiv_comp", "iterated_fderiv", "linear_isometry_equiv.self_comp_symm" ]
Write the iterated Fréchet derivative as the composition of a continuous linear equiv and the iterated derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_fderiv_apply_eq_iterated_deriv_mul_prod {m : (fin n) → 𝕜} : (iterated_fderiv 𝕜 n f x : ((fin n) → 𝕜) → F) m = (∏ i, m i) • iterated_deriv n f x
by { rw [iterated_deriv_eq_iterated_fderiv, ← continuous_multilinear_map.map_smul_univ], simp }
lemma
iterated_fderiv_apply_eq_iterated_deriv_mul_prod
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "continuous_multilinear_map.map_smul_univ", "iterated_deriv", "iterated_deriv_eq_iterated_fderiv", "iterated_fderiv" ]
The `n`-th Fréchet derivative applied to a vector `(m 0, ..., m (n-1))` is the derivative multiplied by the product of the `m i`s.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
norm_iterated_fderiv_eq_norm_iterated_deriv : ‖iterated_fderiv 𝕜 n f x‖ = ‖iterated_deriv n f x‖
by rw [iterated_deriv_eq_equiv_comp, linear_isometry_equiv.norm_map]
lemma
norm_iterated_fderiv_eq_norm_iterated_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv_eq_equiv_comp", "linear_isometry_equiv.norm_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_zero : iterated_deriv 0 f = f
by { ext x, simp [iterated_deriv] }
lemma
iterated_deriv_zero
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "iterated_deriv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_one : iterated_deriv 1 f = deriv f
by { ext x, simp [iterated_deriv], refl }
lemma
iterated_deriv_one
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv", "iterated_deriv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_iff_iterated_deriv {n : ℕ∞} : cont_diff 𝕜 n f ↔ (∀m:ℕ, (m : ℕ∞) ≤ n → continuous (iterated_deriv m f)) ∧ (∀m:ℕ, (m : ℕ∞) < n → differentiable 𝕜 (iterated_deriv m f))
by simp only [cont_diff_iff_continuous_differentiable, iterated_fderiv_eq_equiv_comp, linear_isometry_equiv.comp_continuous_iff, linear_isometry_equiv.comp_differentiable_iff]
lemma
cont_diff_iff_iterated_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff", "cont_diff_iff_continuous_differentiable", "continuous", "differentiable", "iterated_deriv", "iterated_fderiv_eq_equiv_comp", "linear_isometry_equiv.comp_continuous_iff", "linear_isometry_equiv.comp_differentiable_iff" ]
The property of being `C^n`, initially defined in terms of the Fréchet derivative, can be reformulated in terms of the one-dimensional derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff_of_differentiable_iterated_deriv {n : ℕ∞} (h : ∀(m : ℕ), (m : ℕ∞) ≤ n → differentiable 𝕜 (iterated_deriv m f)) : cont_diff 𝕜 n f
cont_diff_iff_iterated_deriv.2 ⟨λ m hm, (h m hm).continuous, λ m hm, (h m (le_of_lt hm))⟩
lemma
cont_diff_of_differentiable_iterated_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff", "continuous", "differentiable", "iterated_deriv" ]
To check that a function is `n` times continuously differentiable, it suffices to check that its first `n` derivatives are differentiable. This is slightly too strong as the condition we require on the `n`-th derivative is differentiability instead of continuity, but it has the advantage of avoiding the discussion of c...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff.continuous_iterated_deriv {n : ℕ∞} (m : ℕ) (h : cont_diff 𝕜 n f) (hmn : (m : ℕ∞) ≤ n) : continuous (iterated_deriv m f)
(cont_diff_iff_iterated_deriv.1 h).1 m hmn
lemma
cont_diff.continuous_iterated_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff", "continuous", "iterated_deriv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
cont_diff.differentiable_iterated_deriv {n : ℕ∞} (m : ℕ) (h : cont_diff 𝕜 n f) (hmn : (m : ℕ∞) < n) : differentiable 𝕜 (iterated_deriv m f)
(cont_diff_iff_iterated_deriv.1 h).2 m hmn
lemma
cont_diff.differentiable_iterated_deriv
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "cont_diff", "differentiable", "iterated_deriv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_succ : iterated_deriv (n + 1) f = deriv (iterated_deriv n f)
begin ext x, rw [← iterated_deriv_within_univ, ← iterated_deriv_within_univ, ← deriv_within_univ], exact iterated_deriv_within_succ unique_diff_within_at_univ, end
lemma
iterated_deriv_succ
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv", "deriv_within_univ", "iterated_deriv", "iterated_deriv_within_succ", "iterated_deriv_within_univ", "unique_diff_within_at_univ" ]
The `n+1`-th iterated derivative can be obtained by differentiating the `n`-th iterated derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_eq_iterate : iterated_deriv n f = (deriv^[n]) f
begin ext x, rw [← iterated_deriv_within_univ], convert iterated_deriv_within_eq_iterate unique_diff_on_univ (mem_univ x), simp [deriv_within_univ] end
lemma
iterated_deriv_eq_iterate
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv", "deriv_within_univ", "iterated_deriv", "iterated_deriv_within_eq_iterate", "iterated_deriv_within_univ", "unique_diff_on_univ" ]
The `n`-th iterated derivative can be obtained by iterating `n` times the differentiation operation.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
iterated_deriv_succ' : iterated_deriv (n + 1) f = iterated_deriv n (deriv f)
by { rw [iterated_deriv_eq_iterate, iterated_deriv_eq_iterate], refl }
lemma
iterated_deriv_succ'
analysis.calculus
src/analysis/calculus/iterated_deriv.lean
[ "analysis.calculus.deriv.comp", "analysis.calculus.cont_diff_def" ]
[ "deriv", "iterated_deriv", "iterated_deriv_eq_iterate" ]
The `n+1`-th iterated derivative can be obtained by taking the `n`-th derivative of the derivative.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_local_extr_on.range_ne_top_of_has_strict_fderiv_at (hextr : is_local_extr_on φ {x | f x = f x₀} x₀) (hf' : has_strict_fderiv_at f f' x₀) (hφ' : has_strict_fderiv_at φ φ' x₀) : linear_map.range (f'.prod φ') ≠ ⊤
begin intro htop, set fφ := λ x, (f x, φ x), have A : map φ (𝓝[f ⁻¹' {f x₀}] x₀) = 𝓝 (φ x₀), { change map (prod.snd ∘ fφ) (𝓝[fφ ⁻¹' {p | p.1 = f x₀}] x₀) = 𝓝 (φ x₀), rw [← map_map, nhds_within, map_inf_principal_preimage, (hf'.prod hφ').map_nhds_eq_of_surj htop], exact map_snd_nhds_within _ },...
lemma
is_local_extr_on.range_ne_top_of_has_strict_fderiv_at
analysis.calculus
src/analysis/calculus/lagrange_multipliers.lean
[ "analysis.calculus.inverse", "linear_algebra.dual" ]
[ "has_strict_fderiv_at", "is_local_extr_on", "linear_map.range", "map_snd_nhds_within", "nhds_within" ]
Lagrange multipliers theorem: if `φ : E → ℝ` has a local extremum on the set `{x | f x = f x₀}` at `x₀`, both `f : E → F` and `φ` are strictly differentiable at `x₀`, and the codomain of `f` is a complete space, then the linear map `x ↦ (f' x, φ' x)` is not surjective.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_local_extr_on.exists_linear_map_of_has_strict_fderiv_at (hextr : is_local_extr_on φ {x | f x = f x₀} x₀) (hf' : has_strict_fderiv_at f f' x₀) (hφ' : has_strict_fderiv_at φ φ' x₀) : ∃ (Λ : module.dual ℝ F) (Λ₀ : ℝ), (Λ, Λ₀) ≠ 0 ∧ ∀ x, Λ (f' x) + Λ₀ • φ' x = 0
begin rcases submodule.exists_le_ker_of_lt_top _ (lt_top_iff_ne_top.2 $ hextr.range_ne_top_of_has_strict_fderiv_at hf' hφ') with ⟨Λ', h0, hΛ'⟩, set e : ((F →ₗ[ℝ] ℝ) × ℝ) ≃ₗ[ℝ] (F × ℝ →ₗ[ℝ] ℝ) := ((linear_equiv.refl ℝ (F →ₗ[ℝ] ℝ)).prod (linear_map.ring_lmap_equiv_self ℝ ℝ ℝ).symm).trans (linear_map.cop...
lemma
is_local_extr_on.exists_linear_map_of_has_strict_fderiv_at
analysis.calculus
src/analysis/calculus/lagrange_multipliers.lean
[ "analysis.calculus.inverse", "linear_algebra.dual" ]
[ "algebra.id.smul_eq_mul", "continuous_linear_map.coe_coe", "continuous_linear_map.coe_prod", "continuous_linear_map.to_linear_map_eq_coe", "has_strict_fderiv_at", "is_local_extr_on", "linear_equiv.prod_apply", "linear_equiv.refl", "linear_equiv.refl_apply", "linear_equiv.trans_apply", "linear_ma...
Lagrange multipliers theorem: if `φ : E → ℝ` has a local extremum on the set `{x | f x = f x₀}` at `x₀`, both `f : E → F` and `φ` are strictly differentiable at `x₀`, and the codomain of `f` is a complete space, then there exist `Λ : dual ℝ F` and `Λ₀ : ℝ` such that `(Λ, Λ₀) ≠ 0` and `Λ (f' x) + Λ₀ • φ' x = 0` for all ...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_local_extr_on.exists_multipliers_of_has_strict_fderiv_at_1d {f : E → ℝ} {f' : E →L[ℝ] ℝ} (hextr : is_local_extr_on φ {x | f x = f x₀} x₀) (hf' : has_strict_fderiv_at f f' x₀) (hφ' : has_strict_fderiv_at φ φ' x₀) : ∃ (a b : ℝ), (a, b) ≠ 0 ∧ a • f' + b • φ' = 0
begin obtain ⟨Λ, Λ₀, hΛ, hfΛ⟩ := hextr.exists_linear_map_of_has_strict_fderiv_at hf' hφ', refine ⟨Λ 1, Λ₀, _, _⟩, { contrapose! hΛ, simp only [prod.mk_eq_zero] at ⊢ hΛ, refine ⟨linear_map.ext (λ x, _), hΛ.2⟩, simpa [hΛ.1] using Λ.map_smul x 1 }, { ext x, have H₁ : Λ (f' x) = f' x * Λ 1, { si...
lemma
is_local_extr_on.exists_multipliers_of_has_strict_fderiv_at_1d
analysis.calculus
src/analysis/calculus/lagrange_multipliers.lean
[ "analysis.calculus.inverse", "linear_algebra.dual" ]
[ "algebra.id.smul_eq_mul", "has_strict_fderiv_at", "is_local_extr_on", "mul_comm", "mul_one" ]
Lagrange multipliers theorem: if `φ : E → ℝ` has a local extremum on the set `{x | f x = f x₀}` at `x₀`, and both `f : E → ℝ` and `φ` are strictly differentiable at `x₀`, then there exist `a b : ℝ` such that `(a, b) ≠ 0` and `a • f' + b • φ' = 0`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_local_extr_on.exists_multipliers_of_has_strict_fderiv_at {ι : Type*} [fintype ι] {f : ι → E → ℝ} {f' : ι → E →L[ℝ] ℝ} (hextr : is_local_extr_on φ {x | ∀ i, f i x = f i x₀} x₀) (hf' : ∀ i, has_strict_fderiv_at (f i) (f' i) x₀) (hφ' : has_strict_fderiv_at φ φ' x₀) : ∃ (Λ : ι → ℝ) (Λ₀ : ℝ), (Λ, Λ₀) ≠ 0 ∧ ∑ i,...
begin letI := classical.dec_eq ι, replace hextr : is_local_extr_on φ {x | (λ i, f i x) = (λ i, f i x₀)} x₀, by simpa only [function.funext_iff] using hextr, rcases hextr.exists_linear_map_of_has_strict_fderiv_at (has_strict_fderiv_at_pi.2 (λ i, hf' i)) hφ' with ⟨Λ, Λ₀, h0, hsum⟩, rcases (linear_equi...
lemma
is_local_extr_on.exists_multipliers_of_has_strict_fderiv_at
analysis.calculus
src/analysis/calculus/lagrange_multipliers.lean
[ "analysis.calculus.inverse", "linear_algebra.dual" ]
[ "classical.dec_eq", "fintype", "function.funext_iff", "has_strict_fderiv_at", "is_local_extr_on", "linear_equiv.map_eq_zero_iff", "linear_equiv.pi_ring", "mul_comm", "prod.ext_iff" ]
Lagrange multipliers theorem, 1d version. Let `f : ι → E → ℝ` be a finite family of functions. Suppose that `φ : E → ℝ` has a local extremum on the set `{x | ∀ i, f i x = f i x₀}` at `x₀`. Suppose that all functions `f i` as well as `φ` are strictly differentiable at `x₀`. Then the derivatives `f' i : E → L[ℝ] ℝ` and `...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_local_extr_on.linear_dependent_of_has_strict_fderiv_at {ι : Type*} [finite ι] {f : ι → E → ℝ} {f' : ι → E →L[ℝ] ℝ} (hextr : is_local_extr_on φ {x | ∀ i, f i x = f i x₀} x₀) (hf' : ∀ i, has_strict_fderiv_at (f i) (f' i) x₀) (hφ' : has_strict_fderiv_at φ φ' x₀) : ¬linear_independent ℝ (option.elim φ' f' : op...
begin casesI nonempty_fintype ι, rw [fintype.linear_independent_iff], push_neg, rcases hextr.exists_multipliers_of_has_strict_fderiv_at hf' hφ' with ⟨Λ, Λ₀, hΛ, hΛf⟩, refine ⟨option.elim Λ₀ Λ, _, _⟩, { simpa [add_comm] using hΛf }, { simpa [function.funext_iff, not_and_distrib, or_comm, option.exists] using...
lemma
is_local_extr_on.linear_dependent_of_has_strict_fderiv_at
analysis.calculus
src/analysis/calculus/lagrange_multipliers.lean
[ "analysis.calculus.inverse", "linear_algebra.dual" ]
[ "finite", "fintype.linear_independent_iff", "function.funext_iff", "has_strict_fderiv_at", "is_local_extr_on", "linear_independent", "nonempty_fintype", "not_and_distrib", "option.elim" ]
Lagrange multipliers theorem. Let `f : ι → E → ℝ` be a finite family of functions. Suppose that `φ : E → ℝ` has a local extremum on the set `{x | ∀ i, f i x = f i x₀}` at `x₀`. Suppose that all functions `f i` as well as `φ` are strictly differentiable at `x₀`. Then the derivatives `f' i : E → L[ℝ] ℝ` and `φ' : E →L[ℝ]...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83