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is_equivalent.congr_right {u v w : α → β} {l : filter α} (huv : u ~[l] v) (hvw : v =ᶠ[l] w) : u ~[l] w
(huv.symm.congr_left hvw).symm
lemma
asymptotics.is_equivalent.congr_right
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "filter" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_zero_iff_eventually_zero : u ~[l] 0 ↔ u =ᶠ[l] 0
begin rw [is_equivalent, sub_zero], exact is_o_zero_right_iff end
lemma
asymptotics.is_equivalent_zero_iff_eventually_zero
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_zero_iff_is_O_zero : u ~[l] 0 ↔ u =O[l] (0 : α → β)
begin refine ⟨is_equivalent.is_O, λ h, _⟩, rw [is_equivalent_zero_iff_eventually_zero, eventually_eq_iff_exists_mem], exact ⟨{x : α | u x = 0}, is_O_zero_right_iff.mp h, λ x hx, hx⟩, end
lemma
asymptotics.is_equivalent_zero_iff_is_O_zero
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_const_iff_tendsto {c : β} (h : c ≠ 0) : u ~[l] const _ c ↔ tendsto u l (𝓝 c)
begin rw [is_equivalent, is_o_const_iff h], split; intro h; [ { have := h.sub tendsto_const_nhds, rw zero_sub (-c) at this }, { have := h.sub tendsto_const_nhds, rw ← sub_self c} ]; convert this; try { ext }; simp end
lemma
asymptotics.is_equivalent_const_iff_tendsto
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "tendsto_const_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_const {c : β} (hu : u ~[l] const _ c) : tendsto u l (𝓝 c)
begin rcases (em $ c = 0) with ⟨rfl, h⟩, { exact (tendsto_congr' $ is_equivalent_zero_iff_eventually_zero.mp hu).mpr tendsto_const_nhds }, { exact (is_equivalent_const_iff_tendsto h).mp hu } end
lemma
asymptotics.is_equivalent.tendsto_const
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "em", "tendsto_const_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_nhds {c : β} (huv : u ~[l] v) (hu : tendsto u l (𝓝 c)) : tendsto v l (𝓝 c)
begin by_cases h : c = 0, { subst c, rw ← is_o_one_iff ℝ at hu ⊢, simpa using (huv.symm.is_o.trans hu).add hu }, { rw ← is_equivalent_const_iff_tendsto h at hu ⊢, exact huv.symm.trans hu } end
lemma
asymptotics.is_equivalent.tendsto_nhds
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_nhds_iff {c : β} (huv : u ~[l] v) : tendsto u l (𝓝 c) ↔ tendsto v l (𝓝 c)
⟨huv.tendsto_nhds, huv.symm.tendsto_nhds⟩
lemma
asymptotics.is_equivalent.tendsto_nhds_iff
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.add_is_o (huv : u ~[l] v) (hwv : w =o[l] v) : (u + w) ~[l] v
by simpa only [is_equivalent, add_sub_right_comm] using huv.add hwv
lemma
asymptotics.is_equivalent.add_is_o
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.sub_is_o (huv : u ~[l] v) (hwv : w =o[l] v) : (u - w) ~[l] v
by simpa only [sub_eq_add_neg] using huv.add_is_o hwv.neg_left
lemma
asymptotics.is_equivalent.sub_is_o
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_o.add_is_equivalent (hu : u =o[l] w) (hv : v ~[l] w) : (u + v) ~[l] w
add_comm v u ▸ hv.add_is_o hu
lemma
asymptotics.is_o.add_is_equivalent
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_o.is_equivalent (huv : (u - v) =o[l] v) : u ~[l] v
huv
lemma
asymptotics.is_o.is_equivalent
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.neg (huv : u ~[l] v) : (λ x, - u x) ~[l] (λ x, - v x)
begin rw is_equivalent, convert huv.is_o.neg_left.neg_right, ext, simp, end
lemma
asymptotics.is_equivalent.neg
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_iff_exists_eq_mul : u ~[l] v ↔ ∃ (φ : α → β) (hφ : tendsto φ l (𝓝 1)), u =ᶠ[l] φ * v
begin rw [is_equivalent, is_o_iff_exists_eq_mul], split; rintros ⟨φ, hφ, h⟩; [use (φ + 1), use (φ - 1)]; split, { conv in (𝓝 _) { rw ← zero_add (1 : β) }, exact hφ.add (tendsto_const_nhds) }, { convert h.add (eventually_eq.refl l v); ext; simp [add_mul] }, { conv in (𝓝 _) { rw ← sub_self (1 : β) }, ...
lemma
asymptotics.is_equivalent_iff_exists_eq_mul
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "tendsto_const_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.exists_eq_mul (huv : u ~[l] v) : ∃ (φ : α → β) (hφ : tendsto φ l (𝓝 1)), u =ᶠ[l] φ * v
is_equivalent_iff_exists_eq_mul.mp huv
lemma
asymptotics.is_equivalent.exists_eq_mul
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_of_tendsto_one (hz : ∀ᶠ x in l, v x = 0 → u x = 0) (huv : tendsto (u/v) l (𝓝 1)) : u ~[l] v
begin rw is_equivalent_iff_exists_eq_mul, refine ⟨u/v, huv, hz.mono $ λ x hz', (div_mul_cancel_of_imp hz').symm⟩, end
lemma
asymptotics.is_equivalent_of_tendsto_one
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "div_mul_cancel_of_imp" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_of_tendsto_one' (hz : ∀ x, v x = 0 → u x = 0) (huv : tendsto (u/v) l (𝓝 1)) : u ~[l] v
is_equivalent_of_tendsto_one (eventually_of_forall hz) huv
lemma
asymptotics.is_equivalent_of_tendsto_one'
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent_iff_tendsto_one (hz : ∀ᶠ x in l, v x ≠ 0) : u ~[l] v ↔ tendsto (u/v) l (𝓝 1)
begin split, { intro hequiv, have := hequiv.is_o.tendsto_div_nhds_zero, simp only [pi.sub_apply, sub_div] at this, have key : tendsto (λ x, v x / v x) l (𝓝 1), { exact (tendsto_congr' $ hz.mono $ λ x hnz, @div_self _ _ (v x) hnz).mpr tendsto_const_nhds }, convert this.add key, { ext, simp }...
lemma
asymptotics.is_equivalent_iff_tendsto_one
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "div_self", "sub_div", "tendsto_const_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.smul {α E 𝕜 : Type*} [normed_field 𝕜] [normed_add_comm_group E] [normed_space 𝕜 E] {a b : α → 𝕜} {u v : α → E} {l : filter α} (hab : a ~[l] b) (huv : u ~[l] v) : (λ x, a x • u x) ~[l] (λ x, b x • v x)
begin rcases hab.exists_eq_mul with ⟨φ, hφ, habφ⟩, have : (λ (x : α), a x • u x) - (λ (x : α), b x • v x) =ᶠ[l] λ x, b x • ((φ x • u x) - v x), { convert (habφ.comp₂ (•) $ eventually_eq.refl _ u).sub (eventually_eq.refl _ (λ x, b x • v x)), ext, rw [pi.mul_apply, mul_comm, mul_smul, ← smul_sub] }, refin...
lemma
asymptotics.is_equivalent.smul
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "div_pos", "filter", "metric.tendsto_nhds", "mul_comm", "mul_le_mul_of_nonneg_left", "mul_le_mul_of_nonneg_right", "norm_smul", "normed_add_comm_group", "normed_field", "normed_space", "pi.mul_apply", "ring", "smul_sub", "sub_smul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.mul (htu : t ~[l] u) (hvw : v ~[l] w) : t * v ~[l] u * w
htu.smul hvw
lemma
asymptotics.is_equivalent.mul
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.inv (huv : u ~[l] v) : (λ x, (u x)⁻¹) ~[l] (λ x, (v x)⁻¹)
begin rw is_equivalent_iff_exists_eq_mul at *, rcases huv with ⟨φ, hφ, h⟩, rw ← inv_one, refine ⟨λ x, (φ x)⁻¹, tendsto.inv₀ hφ (by norm_num) , _⟩, convert h.inv, ext, simp [mul_inv] end
lemma
asymptotics.is_equivalent.inv
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "inv_one", "mul_inv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.div (htu : t ~[l] u) (hvw : v ~[l] w) : (λ x, t x / v x) ~[l] (λ x, u x / w x)
by simpa only [div_eq_mul_inv] using htu.mul hvw.inv
lemma
asymptotics.is_equivalent.div
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "div_eq_mul_inv" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_at_top [order_topology β] (huv : u ~[l] v) (hu : tendsto u l at_top) : tendsto v l at_top
let ⟨φ, hφ, h⟩ := huv.symm.exists_eq_mul in tendsto.congr' h.symm ((mul_comm u φ) ▸ (hu.at_top_mul zero_lt_one hφ))
lemma
asymptotics.is_equivalent.tendsto_at_top
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "mul_comm", "order_topology", "zero_lt_one" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_at_top_iff [order_topology β] (huv : u ~[l] v) : tendsto u l at_top ↔ tendsto v l at_top
⟨huv.tendsto_at_top, huv.symm.tendsto_at_top⟩
lemma
asymptotics.is_equivalent.tendsto_at_top_iff
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "order_topology" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_at_bot [order_topology β] (huv : u ~[l] v) (hu : tendsto u l at_bot) : tendsto v l at_bot
begin convert tendsto_neg_at_top_at_bot.comp (huv.neg.tendsto_at_top $ tendsto_neg_at_bot_at_top.comp hu), ext, simp end
lemma
asymptotics.is_equivalent.tendsto_at_bot
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "order_topology" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_equivalent.tendsto_at_bot_iff [order_topology β] (huv : u ~[l] v) : tendsto u l at_bot ↔ tendsto v l at_bot
⟨huv.tendsto_at_bot, huv.symm.tendsto_at_bot⟩
lemma
asymptotics.is_equivalent.tendsto_at_bot_iff
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "order_topology" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
filter.eventually_eq.is_equivalent {u v : α → β} {l : filter α} (h : u =ᶠ[l] v) : u ~[l] v
is_equivalent.congr_right (is_o_refl_left _ _) h
lemma
filter.eventually_eq.is_equivalent
analysis.asymptotics
src/analysis/asymptotics/asymptotic_equivalent.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic" ]
[ "filter" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
filter.is_bounded_under.is_o_sub_self_inv {𝕜 E : Type*} [normed_field 𝕜] [has_norm E] {a : 𝕜} {f : 𝕜 → E} (h : is_bounded_under (≤) (𝓝[≠] a) (norm ∘ f)) : f =o[𝓝[≠] a] (λ x, (x - a)⁻¹)
begin refine (h.is_O_const (one_ne_zero' ℝ)).trans_is_o (is_o_const_left.2 $ or.inr _), simp only [(∘), norm_inv], exact (tendsto_norm_sub_self_punctured_nhds a).inv_tendsto_zero end
lemma
filter.is_bounded_under.is_o_sub_self_inv
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "has_norm", "norm_inv", "normed_field", "one_ne_zero'" ]
If `f : 𝕜 → E` is bounded in a punctured neighborhood of `a`, then `f(x) = o((x - a)⁻¹)` as `x → a`, `x ≠ a`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
pow_div_pow_eventually_eq_at_top {p q : ℕ} : (λ x : 𝕜, x^p / x^q) =ᶠ[at_top] (λ x, x^((p : ℤ) -q))
begin apply ((eventually_gt_at_top (0 : 𝕜)).mono (λ x hx, _)), simp [zpow_sub₀ hx.ne'], end
lemma
pow_div_pow_eventually_eq_at_top
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "zpow_sub₀" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
pow_div_pow_eventually_eq_at_bot {p q : ℕ} : (λ x : 𝕜, x^p / x^q) =ᶠ[at_bot] (λ x, x^((p : ℤ) -q))
begin apply ((eventually_lt_at_bot (0 : 𝕜)).mono (λ x hx, _)), simp [zpow_sub₀ hx.ne], end
lemma
pow_div_pow_eventually_eq_at_bot
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "zpow_sub₀" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
tendsto_zpow_at_top_at_top {n : ℤ} (hn : 0 < n) : tendsto (λ x : 𝕜, x^n) at_top at_top
begin lift n to ℕ using hn.le, simp only [zpow_coe_nat], exact tendsto_pow_at_top (nat.cast_pos.mp hn).ne' end
lemma
tendsto_zpow_at_top_at_top
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "lift", "zpow_coe_nat" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
tendsto_pow_div_pow_at_top_at_top {p q : ℕ} (hpq : q < p) : tendsto (λ x : 𝕜, x^p / x^q) at_top at_top
begin rw tendsto_congr' pow_div_pow_eventually_eq_at_top, apply tendsto_zpow_at_top_at_top, linarith end
lemma
tendsto_pow_div_pow_at_top_at_top
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "pow_div_pow_eventually_eq_at_top", "tendsto_zpow_at_top_at_top" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
tendsto_pow_div_pow_at_top_zero [topological_space 𝕜] [order_topology 𝕜] {p q : ℕ} (hpq : p < q) : tendsto (λ x : 𝕜, x^p / x^q) at_top (𝓝 0)
begin rw tendsto_congr' pow_div_pow_eventually_eq_at_top, apply tendsto_zpow_at_top_zero, linarith end
lemma
tendsto_pow_div_pow_at_top_zero
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "order_topology", "pow_div_pow_eventually_eq_at_top", "tendsto_zpow_at_top_zero", "topological_space" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
asymptotics.is_o_pow_pow_at_top_of_lt [order_topology 𝕜] {p q : ℕ} (hpq : p < q) : (λ x : 𝕜, x^p) =o[at_top] (λ x, x^q)
begin refine (is_o_iff_tendsto' _).mpr (tendsto_pow_div_pow_at_top_zero hpq), exact (eventually_gt_at_top 0).mono (λ x hx hxq, (pow_ne_zero q hx.ne' hxq).elim), end
lemma
asymptotics.is_o_pow_pow_at_top_of_lt
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "order_topology", "pow_ne_zero", "tendsto_pow_div_pow_at_top_zero" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
asymptotics.is_O.trans_tendsto_norm_at_top {α : Type*} {u v : α → 𝕜} {l : filter α} (huv : u =O[l] v) (hu : tendsto (λ x, ‖u x‖) l at_top) : tendsto (λ x, ‖v x‖) l at_top
begin rcases huv.exists_pos with ⟨c, hc, hcuv⟩, rw is_O_with at hcuv, convert tendsto.at_top_div_const hc (tendsto_at_top_mono' l hcuv hu), ext x, rw mul_div_cancel_left _ hc.ne.symm, end
lemma
asymptotics.is_O.trans_tendsto_norm_at_top
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "filter", "mul_div_cancel_left" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
asymptotics.is_o.sum_range {α : Type*} [normed_add_comm_group α] {f : ℕ → α} {g : ℕ → ℝ} (h : f =o[at_top] g) (hg : 0 ≤ g) (h'g : tendsto (λ n, ∑ i in range n, g i) at_top at_top) : (λ n, ∑ i in range n, f i) =o[at_top] (λ n, ∑ i in range n, g i)
begin have A : ∀ i, ‖g i‖ = g i := λ i, real.norm_of_nonneg (hg i), have B : ∀ n, ‖∑ i in range n, g i‖ = ∑ i in range n, g i, from λ n, by rwa [real.norm_eq_abs, abs_sum_of_nonneg'], apply is_o_iff.2 (λ ε εpos, _), obtain ⟨N, hN⟩ : ∃ (N : ℕ), ∀ (b : ℕ), N ≤ b → ‖f b‖ ≤ ε / 2 * g b, by simpa only [A, ev...
lemma
asymptotics.is_o.sum_range
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "half_pos", "le_rfl", "mul_le_mul_of_nonneg_left", "normed_add_comm_group", "real.norm_eq_abs", "real.norm_of_nonneg", "ring" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
asymptotics.is_o_sum_range_of_tendsto_zero {α : Type*} [normed_add_comm_group α] {f : ℕ → α} (h : tendsto f at_top (𝓝 0)) : (λ n, ∑ i in range n, f i) =o[at_top] (λ n, (n : ℝ))
begin have := ((is_o_one_iff ℝ).2 h).sum_range (λ i, zero_le_one), simp only [sum_const, card_range, nat.smul_one_eq_coe] at this, exact this tendsto_coe_nat_at_top_at_top end
lemma
asymptotics.is_o_sum_range_of_tendsto_zero
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "nat.smul_one_eq_coe", "normed_add_comm_group", "tendsto_coe_nat_at_top_at_top", "zero_le_one" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
filter.tendsto.cesaro_smul {E : Type*} [normed_add_comm_group E] [normed_space ℝ E] {u : ℕ → E} {l : E} (h : tendsto u at_top (𝓝 l)) : tendsto (λ (n : ℕ), (n ⁻¹ : ℝ) • (∑ i in range n, u i)) at_top (𝓝 l)
begin rw [← tendsto_sub_nhds_zero_iff, ← is_o_one_iff ℝ], have := asymptotics.is_o_sum_range_of_tendsto_zero (tendsto_sub_nhds_zero_iff.2 h), apply ((is_O_refl (λ (n : ℕ), (n : ℝ) ⁻¹) at_top).smul_is_o this).congr' _ _, { filter_upwards [Ici_mem_at_top 1] with n npos, have nposℝ : (0 : ℝ) < n := nat.cast_po...
lemma
filter.tendsto.cesaro_smul
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[ "algebra.id.smul_eq_mul", "asymptotics.is_o_sum_range_of_tendsto_zero", "inv_mul_cancel", "normed_add_comm_group", "normed_space", "nsmul_eq_smul_cast", "one_smul", "smul_smul", "smul_sub" ]
The Cesaro average of a converging sequence converges to the same limit.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
filter.tendsto.cesaro {u : ℕ → ℝ} {l : ℝ} (h : tendsto u at_top (𝓝 l)) : tendsto (λ (n : ℕ), (n ⁻¹ : ℝ) * (∑ i in range n, u i)) at_top (𝓝 l)
h.cesaro_smul
lemma
filter.tendsto.cesaro
analysis.asymptotics
src/analysis/asymptotics/specific_asymptotics.lean
[ "analysis.normed.order.basic", "analysis.asymptotics.asymptotics" ]
[]
The Cesaro average of a converging sequence converges to the same limit.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay {α β : Type*} [topological_space β] [comm_semiring β] (l : filter α) (k : α → β) (f : α → β)
∀ (n : ℕ), tendsto (λ (a : α), (k a) ^ n * f a) l (𝓝 0)
def
asymptotics.superpolynomial_decay
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "comm_semiring", "filter", "topological_space" ]
`f` has superpolynomial decay in parameter `k` along filter `l` if `k ^ n * f` tends to zero at `l` for all naturals `n`
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.congr' (hf : superpolynomial_decay l k f) (hfg : f =ᶠ[l] g) : superpolynomial_decay l k g
λ z, (hf z).congr' (eventually_eq.mul (eventually_eq.refl l _) hfg)
lemma
asymptotics.superpolynomial_decay.congr'
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.congr (hf : superpolynomial_decay l k f) (hfg : ∀ x, f x = g x) : superpolynomial_decay l k g
λ z, (hf z).congr (λ x, congr_arg (λ a, k x ^ z * a) $ hfg x)
lemma
asymptotics.superpolynomial_decay.congr
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_zero (l : filter α) (k : α → β) : superpolynomial_decay l k 0
λ z, by simpa only [pi.zero_apply, mul_zero] using tendsto_const_nhds
lemma
asymptotics.superpolynomial_decay_zero
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "filter", "mul_zero", "tendsto_const_nhds" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.add [has_continuous_add β] (hf : superpolynomial_decay l k f) (hg : superpolynomial_decay l k g) : superpolynomial_decay l k (f + g)
λ z, by simpa only [mul_add, add_zero, pi.add_apply] using (hf z).add (hg z)
lemma
asymptotics.superpolynomial_decay.add
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_add" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.mul [has_continuous_mul β] (hf : superpolynomial_decay l k f) (hg : superpolynomial_decay l k g) : superpolynomial_decay l k (f * g)
λ z, by simpa only [mul_assoc, one_mul, mul_zero, pow_zero] using (hf z).mul (hg 0)
lemma
asymptotics.superpolynomial_decay.mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_mul", "mul_assoc", "mul_zero", "one_mul", "pow_zero" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.mul_const [has_continuous_mul β] (hf : superpolynomial_decay l k f) (c : β) : superpolynomial_decay l k (λ n, f n * c)
λ z, by simpa only [←mul_assoc, zero_mul] using tendsto.mul_const c (hf z)
lemma
asymptotics.superpolynomial_decay.mul_const
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_mul", "zero_mul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.const_mul [has_continuous_mul β] (hf : superpolynomial_decay l k f) (c : β) : superpolynomial_decay l k (λ n, c * f n)
(hf.mul_const c).congr (λ _, mul_comm _ _)
lemma
asymptotics.superpolynomial_decay.const_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_mul", "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.param_mul (hf : superpolynomial_decay l k f) : superpolynomial_decay l k (k * f)
λ z, tendsto_nhds.2 (λ s hs hs0, l.sets_of_superset ((tendsto_nhds.1 (hf $ z + 1)) s hs hs0) (λ x hx, by simpa only [set.mem_preimage, pi.mul_apply, ← mul_assoc, ← pow_succ'] using hx))
lemma
asymptotics.superpolynomial_decay.param_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_assoc", "pi.mul_apply", "pow_succ'", "set.mem_preimage" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.mul_param (hf : superpolynomial_decay l k f) : superpolynomial_decay l k (f * k)
(hf.param_mul).congr (λ _, mul_comm _ _)
lemma
asymptotics.superpolynomial_decay.mul_param
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.param_pow_mul (hf : superpolynomial_decay l k f) (n : ℕ) : superpolynomial_decay l k (k ^ n * f)
begin induction n with n hn, { simpa only [one_mul, pow_zero] using hf }, { simpa only [pow_succ, mul_assoc] using hn.param_mul } end
lemma
asymptotics.superpolynomial_decay.param_pow_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_assoc", "one_mul", "pow_succ", "pow_zero" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.mul_param_pow (hf : superpolynomial_decay l k f) (n : ℕ) : superpolynomial_decay l k (f * k ^ n)
(hf.param_pow_mul n).congr (λ _, mul_comm _ _)
lemma
asymptotics.superpolynomial_decay.mul_param_pow
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.polynomial_mul [has_continuous_add β] [has_continuous_mul β] (hf : superpolynomial_decay l k f) (p : β[X]) : superpolynomial_decay l k (λ x, (p.eval $ k x) * f x)
polynomial.induction_on' p (λ p q hp hq, by simpa [add_mul] using hp.add hq) (λ n c, by simpa [mul_assoc] using (hf.param_pow_mul n).const_mul c)
lemma
asymptotics.superpolynomial_decay.polynomial_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_add", "has_continuous_mul", "mul_assoc", "polynomial.induction_on'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.mul_polynomial [has_continuous_add β] [has_continuous_mul β] (hf : superpolynomial_decay l k f) (p : β[X]) : superpolynomial_decay l k (λ x, f x * (p.eval $ k x))
(hf.polynomial_mul p).congr (λ _, mul_comm _ _)
lemma
asymptotics.superpolynomial_decay.mul_polynomial
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_add", "has_continuous_mul", "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.trans_eventually_le (hk : 0 ≤ᶠ[l] k) (hg : superpolynomial_decay l k g) (hg' : superpolynomial_decay l k g') (hfg : g ≤ᶠ[l] f) (hfg' : f ≤ᶠ[l] g') : superpolynomial_decay l k f
λ z, tendsto_of_tendsto_of_tendsto_of_le_of_le' (hg z) (hg' z) (hfg.mp (hk.mono $ λ x hx hx', mul_le_mul_of_nonneg_left hx' (pow_nonneg hx z))) (hfg'.mp (hk.mono $ λ x hx hx', mul_le_mul_of_nonneg_left hx' (pow_nonneg hx z)))
lemma
asymptotics.superpolynomial_decay.trans_eventually_le
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_le_mul_of_nonneg_left", "pow_nonneg", "tendsto_of_tendsto_of_tendsto_of_le_of_le'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_abs_tendsto_zero : superpolynomial_decay l k f ↔ ∀ (n : ℕ), tendsto (λ (a : α), |(k a) ^ n * f a|) l (𝓝 0)
⟨λ h z, (tendsto_zero_iff_abs_tendsto_zero _).1 (h z), λ h z, (tendsto_zero_iff_abs_tendsto_zero _).2 (h z)⟩
lemma
asymptotics.superpolynomial_decay_iff_abs_tendsto_zero
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "tendsto_zero_iff_abs_tendsto_zero" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_superpolynomial_decay_abs : superpolynomial_decay l k f ↔ superpolynomial_decay l (λ a, |k a|) (λ a, |f a|)
(superpolynomial_decay_iff_abs_tendsto_zero l k f).trans (by simp_rw [superpolynomial_decay, abs_mul, abs_pow])
lemma
asymptotics.superpolynomial_decay_iff_superpolynomial_decay_abs
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "abs_mul", "abs_pow" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.trans_eventually_abs_le (hf : superpolynomial_decay l k f) (hfg : abs ∘ g ≤ᶠ[l] abs ∘ f) : superpolynomial_decay l k g
begin rw superpolynomial_decay_iff_abs_tendsto_zero at hf ⊢, refine λ z, tendsto_of_tendsto_of_tendsto_of_le_of_le' (tendsto_const_nhds) (hf z) (eventually_of_forall $ λ x, abs_nonneg _) (hfg.mono $ λ x hx, _), calc |k x ^ z * g x| = |k x ^ z| * |g x| : abs_mul (k x ^ z) (g x) ... ≤ |k x ^ z| * |f x| : mu...
lemma
asymptotics.superpolynomial_decay.trans_eventually_abs_le
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "abs_mul", "abs_nonneg", "le_rfl", "mul_le_mul", "tendsto_const_nhds", "tendsto_of_tendsto_of_tendsto_of_le_of_le'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.trans_abs_le (hf : superpolynomial_decay l k f) (hfg : ∀ x, |g x| ≤ |f x|) : superpolynomial_decay l k g
hf.trans_eventually_abs_le (eventually_of_forall hfg)
lemma
asymptotics.superpolynomial_decay.trans_abs_le
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_mul_const_iff [has_continuous_mul β] {c : β} (hc0 : c ≠ 0) : superpolynomial_decay l k (λ n, f n * c) ↔ superpolynomial_decay l k f
⟨λ h, (h.mul_const c⁻¹).congr (λ x, by simp [mul_assoc, mul_inv_cancel hc0]), λ h, h.mul_const c⟩
lemma
asymptotics.superpolynomial_decay_mul_const_iff
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_mul", "mul_assoc", "mul_inv_cancel" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_const_mul_iff [has_continuous_mul β] {c : β} (hc0 : c ≠ 0) : superpolynomial_decay l k (λ n, c * f n) ↔ superpolynomial_decay l k f
⟨λ h, (h.const_mul c⁻¹).congr (λ x, by simp [← mul_assoc, inv_mul_cancel hc0]), λ h, h.const_mul c⟩
lemma
asymptotics.superpolynomial_decay_const_mul_iff
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "has_continuous_mul", "inv_mul_cancel", "mul_assoc" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_abs_is_bounded_under (hk : tendsto k l at_top) : superpolynomial_decay l k f ↔ ∀ (z : ℕ), is_bounded_under (≤) l (λ (a : α), |(k a) ^ z * f a|)
begin refine ⟨λ h z, tendsto.is_bounded_under_le (tendsto.abs (h z)), λ h, (superpolynomial_decay_iff_abs_tendsto_zero l k f).2 (λ z, _)⟩, obtain ⟨m, hm⟩ := h (z + 1), have h1 : tendsto (λ (a : α), (0 : β)) l (𝓝 0) := tendsto_const_nhds, have h2 : tendsto (λ (a : α), |(k a)⁻¹| * m) l (𝓝 0) := (zero_mul m)...
lemma
asymptotics.superpolynomial_decay_iff_abs_is_bounded_under
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "abs_mul", "abs_nonneg", "inv_mul_cancel", "mul_assoc", "mul_le_mul_of_nonneg_left", "one_mul", "pow_succ", "tendsto_const_nhds", "tendsto_of_tendsto_of_tendsto_of_le_of_le'", "tendsto_zero_iff_abs_tendsto_zero", "zero_mul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_zpow_tendsto_zero (hk : tendsto k l at_top) : superpolynomial_decay l k f ↔ ∀ (z : ℤ), tendsto (λ (a : α), (k a) ^ z * f a) l (𝓝 0)
begin refine ⟨λ h z, _, λ h n, by simpa only [zpow_coe_nat] using h (n : ℤ)⟩, by_cases hz : 0 ≤ z, { lift z to ℕ using hz, simpa using h z }, { have : tendsto (λ a, (k a) ^ z) l (𝓝 0) := tendsto.comp (tendsto_zpow_at_top_zero (not_le.1 hz)) hk, have h : tendsto f l (𝓝 0) := by simpa using h 0, ...
lemma
asymptotics.superpolynomial_decay_iff_zpow_tendsto_zero
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "lift", "tendsto_zpow_at_top_zero", "zero_mul", "zpow_coe_nat" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.param_zpow_mul (hk : tendsto k l at_top) (hf : superpolynomial_decay l k f) (z : ℤ) : superpolynomial_decay l k (λ a, k a ^ z * f a)
begin rw superpolynomial_decay_iff_zpow_tendsto_zero _ hk at hf ⊢, refine λ z', (hf $ z' + z).congr' ((hk.eventually_ne_at_top 0).mono (λ x hx, _)), simp [zpow_add₀ hx, mul_assoc, pi.mul_apply], end
lemma
asymptotics.superpolynomial_decay.param_zpow_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_assoc", "pi.mul_apply", "zpow_add₀" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.mul_param_zpow (hk : tendsto k l at_top) (hf : superpolynomial_decay l k f) (z : ℤ) : superpolynomial_decay l k (λ a, f a * k a ^ z)
(hf.param_zpow_mul hk z).congr (λ _, mul_comm _ _)
lemma
asymptotics.superpolynomial_decay.mul_param_zpow
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.inv_param_mul (hk : tendsto k l at_top) (hf : superpolynomial_decay l k f) : superpolynomial_decay l k (k⁻¹ * f)
by simpa using (hf.param_zpow_mul hk (-1))
lemma
asymptotics.superpolynomial_decay.inv_param_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay.param_inv_mul (hk : tendsto k l at_top) (hf : superpolynomial_decay l k f) : superpolynomial_decay l k (f * k⁻¹)
(hf.inv_param_mul hk).congr (λ _, mul_comm _ _)
lemma
asymptotics.superpolynomial_decay.param_inv_mul
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_param_mul_iff (hk : tendsto k l at_top) : superpolynomial_decay l k (k * f) ↔ superpolynomial_decay l k f
⟨λ h, (h.inv_param_mul hk).congr' ((hk.eventually_ne_at_top 0).mono (λ x hx, by simp [← mul_assoc, inv_mul_cancel hx])), λ h, h.param_mul⟩
lemma
asymptotics.superpolynomial_decay_param_mul_iff
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "inv_mul_cancel", "mul_assoc" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_mul_param_iff (hk : tendsto k l at_top) : superpolynomial_decay l k (f * k) ↔ superpolynomial_decay l k f
by simpa [mul_comm k] using superpolynomial_decay_param_mul_iff f hk
lemma
asymptotics.superpolynomial_decay_mul_param_iff
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_param_pow_mul_iff (hk : tendsto k l at_top) (n : ℕ) : superpolynomial_decay l k (k ^ n * f) ↔ superpolynomial_decay l k f
begin induction n with n hn, { simp }, { simpa [pow_succ, ← mul_comm k, mul_assoc, superpolynomial_decay_param_mul_iff (k ^ n * f) hk] using hn } end
lemma
asymptotics.superpolynomial_decay_param_pow_mul_iff
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_assoc", "mul_comm", "pow_succ" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_mul_param_pow_iff (hk : tendsto k l at_top) (n : ℕ) : superpolynomial_decay l k (f * k ^ n) ↔ superpolynomial_decay l k f
by simpa [mul_comm f] using superpolynomial_decay_param_pow_mul_iff f hk n
lemma
asymptotics.superpolynomial_decay_mul_param_pow_iff
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "mul_comm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_norm_tendsto_zero : superpolynomial_decay l k f ↔ ∀ (n : ℕ), tendsto (λ (a : α), ‖(k a) ^ n * f a‖) l (𝓝 0)
⟨λ h z, tendsto_zero_iff_norm_tendsto_zero.1 (h z), λ h z, tendsto_zero_iff_norm_tendsto_zero.2 (h z)⟩
lemma
asymptotics.superpolynomial_decay_iff_norm_tendsto_zero
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_superpolynomial_decay_norm : superpolynomial_decay l k f ↔ superpolynomial_decay l (λ a, ‖k a‖) (λ a, ‖f a‖)
(superpolynomial_decay_iff_norm_tendsto_zero l k f).trans (by simp [superpolynomial_decay])
lemma
asymptotics.superpolynomial_decay_iff_superpolynomial_decay_norm
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_is_O (hk : tendsto k l at_top) : superpolynomial_decay l k f ↔ ∀ (z : ℤ), f =O[l] (λ (a : α), (k a) ^ z)
begin refine (superpolynomial_decay_iff_zpow_tendsto_zero f hk).trans _, have hk0 : ∀ᶠ x in l, k x ≠ 0 := hk.eventually_ne_at_top 0, refine ⟨λ h z, _, λ h z, _⟩, { refine is_O_of_div_tendsto_nhds (hk0.mono (λ x hx hxz, absurd (zpow_eq_zero hxz) hx)) 0 _, have : (λ (a : α), k a ^ z)⁻¹ = (λ (a : α), k a ^ (- ...
lemma
asymptotics.superpolynomial_decay_iff_is_O
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "div_eq_mul_inv", "mul_assoc", "mul_comm", "mul_inv_cancel", "one_mul", "zpow_add₀", "zpow_eq_zero", "zpow_ne_zero", "zpow_neg", "zpow_one" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
superpolynomial_decay_iff_is_o (hk : tendsto k l at_top) : superpolynomial_decay l k f ↔ ∀ (z : ℤ), f =o[l] (λ (a : α), (k a) ^ z)
begin refine ⟨λ h z, _, λ h, (superpolynomial_decay_iff_is_O f hk).2 (λ z, (h z).is_O)⟩, have hk0 : ∀ᶠ x in l, k x ≠ 0 := hk.eventually_ne_at_top 0, have : (λ (x : α), (1 : β)) =o[l] k := is_o_of_tendsto' (hk0.mono (λ x hkx hkx', absurd hkx' hkx)) (by simpa using hk.inv_tendsto_at_top), have : f =o[l] (λ (x...
lemma
asymptotics.superpolynomial_decay_iff_is_o
analysis.asymptotics
src/analysis/asymptotics/superpolynomial_decay.lean
[ "analysis.asymptotics.asymptotics", "analysis.normed.order.basic", "data.polynomial.eval", "topology.algebra.order.liminf_limsup" ]
[ "inv_mul_cancel", "mul_assoc", "mul_comm", "mul_one", "one_mul", "zpow_sub_one₀" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta (l : filter α) (f : α → E) (g : α → F) : Prop
is_O l f g ∧ is_O l g f
def
asymptotics.is_Theta
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[ "filter" ]
We say that `f` is `Θ(g)` along a filter `l` (notation: `f =Θ[l] g`) if `f =O[l] g` and `g =O[l] f`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_O.antisymm (h₁ : f =O[l] g) (h₂ : g =O[l] f) : f =Θ[l] g
⟨h₁, h₂⟩
lemma
asymptotics.is_O.antisymm
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_refl (f : α → E) (l : filter α) : f =Θ[l] f
⟨is_O_refl _ _, is_O_refl _ _⟩
lemma
asymptotics.is_Theta_refl
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[ "filter" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_rfl : f =Θ[l] f
is_Theta_refl _ _
lemma
asymptotics.is_Theta_rfl
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.symm (h : f =Θ[l] g) : g =Θ[l] f
h.symm
lemma
asymptotics.is_Theta.symm
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_comm : f =Θ[l] g ↔ g =Θ[l] f
⟨λ h, h.symm, λ h, h.symm⟩
lemma
asymptotics.is_Theta_comm
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.trans {f : α → E} {g : α → F'} {k : α → G} (h₁ : f =Θ[l] g) (h₂ : g =Θ[l] k) : f =Θ[l] k
⟨h₁.1.trans h₂.1, h₂.2.trans h₁.2⟩
lemma
asymptotics.is_Theta.trans
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_O.trans_is_Theta {f : α → E} {g : α → F'} {k : α → G} (h₁ : f =O[l] g) (h₂ : g =Θ[l] k) : f =O[l] k
h₁.trans h₂.1
lemma
asymptotics.is_O.trans_is_Theta
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.trans_is_O {f : α → E} {g : α → F'} {k : α → G} (h₁ : f =Θ[l] g) (h₂ : g =O[l] k) : f =O[l] k
h₁.1.trans h₂
lemma
asymptotics.is_Theta.trans_is_O
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_o.trans_is_Theta {f : α → E} {g : α → F} {k : α → G'} (h₁ : f =o[l] g) (h₂ : g =Θ[l] k) : f =o[l] k
h₁.trans_is_O h₂.1
lemma
asymptotics.is_o.trans_is_Theta
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.trans_is_o {f : α → E} {g : α → F'} {k : α → G} (h₁ : f =Θ[l] g) (h₂ : g =o[l] k) : f =o[l] k
h₁.1.trans_is_o h₂
lemma
asymptotics.is_Theta.trans_is_o
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.trans_eventually_eq {f : α → E} {g₁ g₂ : α → F} (h : f =Θ[l] g₁) (hg : g₁ =ᶠ[l] g₂) : f =Θ[l] g₂
⟨h.1.trans_eventually_eq hg, hg.symm.trans_is_O h.2⟩
lemma
asymptotics.is_Theta.trans_eventually_eq
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
_root_.filter.eventually_eq.trans_is_Theta {f₁ f₂ : α → E} {g : α → F} (hf : f₁ =ᶠ[l] f₂) (h : f₂ =Θ[l] g) : f₁ =Θ[l] g
⟨hf.trans_is_O h.1, h.2.trans_eventually_eq hf.symm⟩
lemma
filter.eventually_eq.trans_is_Theta
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_norm_left : (λ x, ‖f' x‖) =Θ[l] g ↔ f' =Θ[l] g
by simp [is_Theta]
lemma
asymptotics.is_Theta_norm_left
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_norm_right : f =Θ[l] (λ x, ‖g' x‖) ↔ f =Θ[l] g'
by simp [is_Theta]
lemma
asymptotics.is_Theta_norm_right
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_of_norm_eventually_eq (h : (λ x, ‖f x‖) =ᶠ[l] (λ x, ‖g x‖)) : f =Θ[l] g
⟨is_O.of_bound 1 $ by simpa only [one_mul] using h.le, is_O.of_bound 1 $ by simpa only [one_mul] using h.symm.le⟩
lemma
asymptotics.is_Theta_of_norm_eventually_eq
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[ "one_mul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_of_norm_eventually_eq' {g : α → ℝ} (h : (λ x, ‖f' x‖) =ᶠ[l] g) : f' =Θ[l] g
is_Theta_of_norm_eventually_eq $ h.mono $ λ x hx, by simp only [← hx, norm_norm]
lemma
asymptotics.is_Theta_of_norm_eventually_eq'
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[ "norm_norm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.is_o_congr_left (h : f' =Θ[l] g') : f' =o[l] k ↔ g' =o[l] k
⟨h.symm.trans_is_o, h.trans_is_o⟩
lemma
asymptotics.is_Theta.is_o_congr_left
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.is_o_congr_right (h : g' =Θ[l] k') : f =o[l] g' ↔ f =o[l] k'
⟨λ H, H.trans_is_Theta h, λ H, H.trans_is_Theta h.symm⟩
lemma
asymptotics.is_Theta.is_o_congr_right
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.is_O_congr_left (h : f' =Θ[l] g') : f' =O[l] k ↔ g' =O[l] k
⟨h.symm.trans_is_O, h.trans_is_O⟩
lemma
asymptotics.is_Theta.is_O_congr_left
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.is_O_congr_right (h : g' =Θ[l] k') : f =O[l] g' ↔ f =O[l] k'
⟨λ H, H.trans_is_Theta h, λ H, H.trans_is_Theta h.symm⟩
lemma
asymptotics.is_Theta.is_O_congr_right
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.mono (h : f =Θ[l] g) (hl : l' ≤ l) : f =Θ[l'] g
⟨h.1.mono hl, h.2.mono hl⟩
lemma
asymptotics.is_Theta.mono
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.sup (h : f' =Θ[l] g') (h' : f' =Θ[l'] g') : f' =Θ[l ⊔ l'] g'
⟨h.1.sup h'.1, h.2.sup h'.2⟩
lemma
asymptotics.is_Theta.sup
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta_sup : f' =Θ[l ⊔ l'] g' ↔ f' =Θ[l] g' ∧ f' =Θ[l'] g'
⟨λ h, ⟨h.mono le_sup_left, h.mono le_sup_right⟩, λ h, h.1.sup h.2⟩
lemma
asymptotics.is_Theta_sup
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[ "le_sup_left" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.eq_zero_iff (h : f'' =Θ[l] g'') : ∀ᶠ x in l, f'' x = 0 ↔ g'' x = 0
h.1.eq_zero_imp.mp $ h.2.eq_zero_imp.mono $ λ x, iff.intro
lemma
asymptotics.is_Theta.eq_zero_iff
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.tendsto_zero_iff (h : f'' =Θ[l] g'') : tendsto f'' l (𝓝 0) ↔ tendsto g'' l (𝓝 0)
by simp only [← is_o_one_iff ℝ, h.is_o_congr_left]
lemma
asymptotics.is_Theta.tendsto_zero_iff
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Theta.tendsto_norm_at_top_iff (h : f' =Θ[l] g') : tendsto (norm ∘ f') l at_top ↔ tendsto (norm ∘ g') l at_top
by simp only [← is_o_const_left_of_ne (one_ne_zero' ℝ), h.is_o_congr_right]
lemma
asymptotics.is_Theta.tendsto_norm_at_top_iff
analysis.asymptotics
src/analysis/asymptotics/theta.lean
[ "analysis.asymptotics.asymptotics" ]
[ "one_ne_zero'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83