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comp_continuous_linear_mapL (f : Π i, E i →L[𝕜] E₁ i) : continuous_multilinear_map 𝕜 E₁ G →L[𝕜] continuous_multilinear_map 𝕜 E G
linear_map.mk_continuous { to_fun := λ g, g.comp_continuous_linear_map f, map_add' := λ g₁ g₂, rfl, map_smul' := λ c g, rfl } (∏ i, ‖f i‖) $ λ g, (norm_comp_continuous_linear_le _ _).trans_eq (mul_comm _ _)
def
continuous_multilinear_map.comp_continuous_linear_mapL
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "linear_map.mk_continuous", "mul_comm" ]
`continuous_multilinear_map.comp_continuous_linear_map` as a bundled continuous linear map. This implementation fixes `f : Π i, E i →L[𝕜] E₁ i`. TODO: Actually, the map is multilinear in `f` but an attempt to formalize this failed because of issues with class instances.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
comp_continuous_linear_mapL_apply (g : continuous_multilinear_map 𝕜 E₁ G) (f : Π i, E i →L[𝕜] E₁ i) : comp_continuous_linear_mapL f g = g.comp_continuous_linear_map f
rfl
lemma
continuous_multilinear_map.comp_continuous_linear_mapL_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
norm_comp_continuous_linear_mapL_le (f : Π i, E i →L[𝕜] E₁ i) : ‖@comp_continuous_linear_mapL 𝕜 ι E E₁ G _ _ _ _ _ _ _ _ f‖ ≤ (∏ i, ‖f i‖)
linear_map.mk_continuous_norm_le _ (prod_nonneg $ λ i _, norm_nonneg _) _
lemma
continuous_multilinear_map.norm_comp_continuous_linear_mapL_le
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "linear_map.mk_continuous_norm_le" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
comp_continuous_linear_map_equivL (f : Π i, E i ≃L[𝕜] E₁ i) : continuous_multilinear_map 𝕜 E₁ G ≃L[𝕜] continuous_multilinear_map 𝕜 E G
{ inv_fun := comp_continuous_linear_mapL (λ i, ((f i).symm : E₁ i →L[𝕜] E i)), continuous_to_fun := (comp_continuous_linear_mapL (λ i, (f i : E i →L[𝕜] E₁ i))).continuous, continuous_inv_fun := (comp_continuous_linear_mapL (λ i, ((f i).symm : E₁ i →L[𝕜] E i))).continuous, left_inv := begin assume g, ...
def
continuous_multilinear_map.comp_continuous_linear_map_equivL
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous", "continuous_linear_equiv.apply_symm_apply", "continuous_linear_equiv.coe_coe", "continuous_linear_equiv.symm_apply_apply", "continuous_linear_map.coe_coe", "continuous_linear_map.to_linear_map_eq_coe", "continuous_multilinear_map", "inv_fun", "linear_map.to_fun_eq_coe" ]
`continuous_multilinear_map.comp_continuous_linear_map` as a bundled continuous linear equiv, given `f : Π i, E i ≃L[𝕜] E₁ i`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
comp_continuous_linear_map_equivL_symm (f : Π i, E i ≃L[𝕜] E₁ i) : (comp_continuous_linear_map_equivL G f).symm = comp_continuous_linear_map_equivL G (λ (i : ι), (f i).symm)
rfl
lemma
continuous_multilinear_map.comp_continuous_linear_map_equivL_symm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
comp_continuous_linear_map_equivL_apply (g : continuous_multilinear_map 𝕜 E₁ G) (f : Π i, E i ≃L[𝕜] E₁ i) : comp_continuous_linear_map_equivL G f g = g.comp_continuous_linear_map (λ i, (f i : E i →L[𝕜] E₁ i))
rfl
lemma
continuous_multilinear_map.comp_continuous_linear_map_equivL_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.norm_map_tail_le (f : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)) (m : Πi, Ei i) : ‖f (m 0) (tail m)‖ ≤ ‖f‖ * ∏ i, ‖m i‖
calc ‖f (m 0) (tail m)‖ ≤ ‖f (m 0)‖ * ∏ i, ‖(tail m) i‖ : (f (m 0)).le_op_norm _ ... ≤ (‖f‖ * ‖m 0‖) * ∏ i, ‖(tail m) i‖ : mul_le_mul_of_nonneg_right (f.le_op_norm _) (prod_nonneg (λi hi, norm_nonneg _)) ... = ‖f‖ * (‖m 0‖ * ∏ i, ‖(tail m) i‖) : by ring ... = ‖f‖ * ∏ i, ‖m i‖ : by { rw prod_univ_succ, refl ...
lemma
continuous_linear_map.norm_map_tail_le
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "mul_le_mul_of_nonneg_right", "ring" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.norm_map_init_le (f : continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.cast_succ) (Ei (last n) →L[𝕜] G)) (m : Πi, Ei i) : ‖f (init m) (m (last n))‖ ≤ ‖f‖ * ∏ i, ‖m i‖
calc ‖f (init m) (m (last n))‖ ≤ ‖f (init m)‖ * ‖m (last n)‖ : (f (init m)).le_op_norm _ ... ≤ (‖f‖ * (∏ i, ‖(init m) i‖)) * ‖m (last n)‖ : mul_le_mul_of_nonneg_right (f.le_op_norm _) (norm_nonneg _) ... = ‖f‖ * ((∏ i, ‖(init m) i‖) * ‖m (last n)‖) : mul_assoc _ _ _ ... = ‖f‖ * ∏ i, ‖m i‖ : by { rw prod_uni...
lemma
continuous_multilinear_map.norm_map_init_le
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "mul_assoc", "mul_le_mul_of_nonneg_right" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.norm_map_cons_le (f : continuous_multilinear_map 𝕜 Ei G) (x : Ei 0) (m : Π(i : fin n), Ei i.succ) : ‖f (cons x m)‖ ≤ ‖f‖ * ‖x‖ * ∏ i, ‖m i‖
calc ‖f (cons x m)‖ ≤ ‖f‖ * ∏ i, ‖cons x m i‖ : f.le_op_norm _ ... = (‖f‖ * ‖x‖) * ∏ i, ‖m i‖ : by { rw prod_univ_succ, simp [mul_assoc] }
lemma
continuous_multilinear_map.norm_map_cons_le
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "mul_assoc" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.norm_map_snoc_le (f : continuous_multilinear_map 𝕜 Ei G) (m : Π(i : fin n), Ei i.cast_succ) (x : Ei (last n)) : ‖f (snoc m x)‖ ≤ ‖f‖ * (∏ i, ‖m i‖) * ‖x‖
calc ‖f (snoc m x)‖ ≤ ‖f‖ * ∏ i, ‖snoc m x i‖ : f.le_op_norm _ ... = ‖f‖ * (∏ i, ‖m i‖) * ‖x‖ : by { rw prod_univ_cast_succ, simp [mul_assoc] }
lemma
continuous_multilinear_map.norm_map_snoc_le
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "mul_assoc" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.uncurry_left (f : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)) : continuous_multilinear_map 𝕜 Ei G
(@linear_map.uncurry_left 𝕜 n Ei G _ _ _ _ _ (continuous_multilinear_map.to_multilinear_map_linear.comp f.to_linear_map)).mk_continuous (‖f‖) (λm, continuous_linear_map.norm_map_tail_le f m)
def
continuous_linear_map.uncurry_left
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_linear_map.norm_map_tail_le", "continuous_multilinear_map", "linear_map.uncurry_left" ]
Given a continuous linear map `f` from `E 0` to continuous multilinear maps on `n` variables, construct the corresponding continuous multilinear map on `n+1` variables obtained by concatenating the variables, given by `m ↦ f (m 0) (tail m)`
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.uncurry_left_apply (f : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)) (m : Πi, Ei i) : f.uncurry_left m = f (m 0) (tail m)
rfl
lemma
continuous_linear_map.uncurry_left_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_left (f : continuous_multilinear_map 𝕜 Ei G) : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)
linear_map.mk_continuous { -- define a linear map into `n` continuous multilinear maps from an `n+1` continuous multilinear -- map to_fun := λx, (f.to_multilinear_map.curry_left x).mk_continuous (‖f‖ * ‖x‖) (f.norm_map_cons_le x), map_add' := λx y, by { ext m, exact f.cons_add m x y }, map_smul' := λc x...
def
continuous_multilinear_map.curry_left
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "linear_map.mk_continuous", "multilinear_map.mk_continuous_norm_le" ]
Given a continuous multilinear map `f` in `n+1` variables, split the first variable to obtain a continuous linear map into continuous multilinear maps in `n` variables, given by `x ↦ (m ↦ f (cons x m))`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_left_apply (f : continuous_multilinear_map 𝕜 Ei G) (x : Ei 0) (m : Π(i : fin n), Ei i.succ) : f.curry_left x m = f (cons x m)
rfl
lemma
continuous_multilinear_map.curry_left_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.curry_uncurry_left (f : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)) : f.uncurry_left.curry_left = f
begin ext m x, simp only [tail_cons, continuous_linear_map.uncurry_left_apply, continuous_multilinear_map.curry_left_apply], rw cons_zero end
lemma
continuous_linear_map.curry_uncurry_left
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_linear_map.uncurry_left_apply", "continuous_multilinear_map", "continuous_multilinear_map.curry_left_apply", "tail_cons" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry_curry_left (f : continuous_multilinear_map 𝕜 Ei G) : f.curry_left.uncurry_left = f
continuous_multilinear_map.to_multilinear_map_injective $ f.to_multilinear_map.uncurry_curry_left
lemma
continuous_multilinear_map.uncurry_curry_left
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "continuous_multilinear_map.to_multilinear_map_injective" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_left_equiv : (Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)) ≃ₗᵢ[𝕜] (continuous_multilinear_map 𝕜 Ei G)
linear_isometry_equiv.of_bounds { to_fun := continuous_linear_map.uncurry_left, map_add' := λf₁ f₂, by { ext m, refl }, map_smul' := λc f, by { ext m, refl }, inv_fun := continuous_multilinear_map.curry_left, left_inv := continuous_linear_map.curry_uncurry_left, right_inv := continuous_mult...
def
continuous_multilinear_curry_left_equiv
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_linear_map.curry_uncurry_left", "continuous_linear_map.uncurry_left", "continuous_multilinear_map", "continuous_multilinear_map.curry_left", "continuous_multilinear_map.uncurry_curry_left", "inv_fun", "linear_isometry_equiv.of_bounds", "linear_map.mk_continuous_norm_le", "multilinear_map...
The space of continuous multilinear maps on `Π(i : fin (n+1)), E i` is canonically isomorphic to the space of continuous linear maps from `E 0` to the space of continuous multilinear maps on `Π(i : fin n), E i.succ `, by separating the first variable. We register this isomorphism in `continuous_multilinear_curry_left_e...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_left_equiv_apply (f : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ i : fin n, Ei i.succ) G)) (v : Π i, Ei i) : continuous_multilinear_curry_left_equiv 𝕜 Ei G f v = f (v 0) (tail v)
rfl
lemma
continuous_multilinear_curry_left_equiv_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_left_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_left_equiv_symm_apply (f : continuous_multilinear_map 𝕜 Ei G) (x : Ei 0) (v : Π i : fin n, Ei i.succ) : (continuous_multilinear_curry_left_equiv 𝕜 Ei G).symm f x v = f (cons x v)
rfl
lemma
continuous_multilinear_curry_left_equiv_symm_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_left_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_left_norm (f : continuous_multilinear_map 𝕜 Ei G) : ‖f.curry_left‖ = ‖f‖
(continuous_multilinear_curry_left_equiv 𝕜 Ei G).symm.norm_map f
lemma
continuous_multilinear_map.curry_left_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_left_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_linear_map.uncurry_left_norm (f : Ei 0 →L[𝕜] (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.succ) G)) : ‖f.uncurry_left‖ = ‖f‖
(continuous_multilinear_curry_left_equiv 𝕜 Ei G).norm_map f
lemma
continuous_linear_map.uncurry_left_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_left_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry_right (f : continuous_multilinear_map 𝕜 (λ i : fin n, Ei i.cast_succ) (Ei (last n) →L[𝕜] G)) : continuous_multilinear_map 𝕜 Ei G
let f' : multilinear_map 𝕜 (λ(i : fin n), Ei i.cast_succ) (Ei (last n) →ₗ[𝕜] G) := { to_fun := λ m, (f m).to_linear_map, map_add' := λ _ m i x y, by simp, map_smul' := λ _ m i c x, by simp } in (@multilinear_map.uncurry_right 𝕜 n Ei G _ _ _ _ _ f').mk_continuous (‖f‖) (λm, f.norm_map_init_le m)
def
continuous_multilinear_map.uncurry_right
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "multilinear_map", "multilinear_map.uncurry_right" ]
Given a continuous linear map `f` from continuous multilinear maps on `n` variables to continuous linear maps on `E 0`, construct the corresponding continuous multilinear map on `n+1` variables obtained by concatenating the variables, given by `m ↦ f (init m) (m (last n))`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry_right_apply (f : continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.cast_succ) (Ei (last n) →L[𝕜] G)) (m : Πi, Ei i) : f.uncurry_right m = f (init m) (m (last n))
rfl
lemma
continuous_multilinear_map.uncurry_right_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_right (f : continuous_multilinear_map 𝕜 Ei G) : continuous_multilinear_map 𝕜 (λ i : fin n, Ei i.cast_succ) (Ei (last n) →L[𝕜] G)
let f' : multilinear_map 𝕜 (λ(i : fin n), Ei i.cast_succ) (Ei (last n) →L[𝕜] G) := { to_fun := λm, (f.to_multilinear_map.curry_right m).mk_continuous (‖f‖ * ∏ i, ‖m i‖) $ λx, f.norm_map_snoc_le m x, map_add' := λ _ m i x y, by { simp, refl }, map_smul' := λ _ m i c x, by { simp, refl } } in f'.mk_continuo...
def
continuous_multilinear_map.curry_right
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "linear_map.mk_continuous_norm_le", "multilinear_map" ]
Given a continuous multilinear map `f` in `n+1` variables, split the last variable to obtain a continuous multilinear map in `n` variables into continuous linear maps, given by `m ↦ (x ↦ f (snoc m x))`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_right_apply (f : continuous_multilinear_map 𝕜 Ei G) (m : Π i : fin n, Ei i.cast_succ) (x : Ei (last n)) : f.curry_right m x = f (snoc m x)
rfl
lemma
continuous_multilinear_map.curry_right_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_uncurry_right (f : continuous_multilinear_map 𝕜 (λ i : fin n, Ei i.cast_succ) (Ei (last n) →L[𝕜] G)) : f.uncurry_right.curry_right = f
begin ext m x, simp only [snoc_last, continuous_multilinear_map.curry_right_apply, continuous_multilinear_map.uncurry_right_apply], rw init_snoc end
lemma
continuous_multilinear_map.curry_uncurry_right
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "continuous_multilinear_map.curry_right_apply", "continuous_multilinear_map.uncurry_right_apply" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry_curry_right (f : continuous_multilinear_map 𝕜 Ei G) : f.curry_right.uncurry_right = f
by { ext m, simp }
lemma
continuous_multilinear_map.uncurry_curry_right
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_right_equiv : (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.cast_succ) (Ei (last n) →L[𝕜] G)) ≃ₗᵢ[𝕜] (continuous_multilinear_map 𝕜 Ei G)
linear_isometry_equiv.of_bounds { to_fun := continuous_multilinear_map.uncurry_right, map_add' := λf₁ f₂, by { ext m, refl }, map_smul' := λc f, by { ext m, refl }, inv_fun := continuous_multilinear_map.curry_right, left_inv := continuous_multilinear_map.curry_uncurry_right, right_inv := co...
def
continuous_multilinear_curry_right_equiv
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "continuous_multilinear_map.curry_right", "continuous_multilinear_map.curry_uncurry_right", "continuous_multilinear_map.uncurry_curry_right", "continuous_multilinear_map.uncurry_right", "inv_fun", "linear_isometry_equiv.of_bounds", "multilinear_map.mk_continuous_norm_le" ...
The space of continuous multilinear maps on `Π(i : fin (n+1)), Ei i` is canonically isomorphic to the space of continuous multilinear maps on `Π(i : fin n), Ei i.cast_succ` with values in the space of continuous linear maps on `Ei (last n)`, by separating the last variable. We register this isomorphism as a continuous ...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_right_equiv' : (G [×n]→L[𝕜] (G →L[𝕜] G')) ≃ₗᵢ[𝕜] (G [×n.succ]→L[𝕜] G')
continuous_multilinear_curry_right_equiv 𝕜 (λ (i : fin n.succ), G) G'
def
continuous_multilinear_curry_right_equiv'
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv" ]
The space of continuous multilinear maps on `Π(i : fin (n+1)), G` is canonically isomorphic to the space of continuous multilinear maps on `Π(i : fin n), G` with values in the space of continuous linear maps on `G`, by separating the last variable. We register this isomorphism as a continuous linear equiv in `continuou...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_right_equiv_apply (f : (continuous_multilinear_map 𝕜 (λ(i : fin n), Ei i.cast_succ) (Ei (last n) →L[𝕜] G))) (v : Π i, Ei i) : (continuous_multilinear_curry_right_equiv 𝕜 Ei G) f v = f (init v) (v (last n))
rfl
lemma
continuous_multilinear_curry_right_equiv_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_right_equiv_symm_apply (f : continuous_multilinear_map 𝕜 Ei G) (v : Π (i : fin n), Ei i.cast_succ) (x : Ei (last n)) : (continuous_multilinear_curry_right_equiv 𝕜 Ei G).symm f v x = f (snoc v x)
rfl
lemma
continuous_multilinear_curry_right_equiv_symm_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_right_equiv_apply' (f : G [×n]→L[𝕜] (G →L[𝕜] G')) (v : fin (n + 1) → G) : continuous_multilinear_curry_right_equiv' 𝕜 n G G' f v = f (init v) (v (last n))
rfl
lemma
continuous_multilinear_curry_right_equiv_apply'
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_right_equiv_symm_apply' (f : G [×n.succ]→L[𝕜] G') (v : fin n → G) (x : G) : (continuous_multilinear_curry_right_equiv' 𝕜 n G G').symm f v x = f (snoc v x)
rfl
lemma
continuous_multilinear_curry_right_equiv_symm_apply'
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv'" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry_right_norm (f : continuous_multilinear_map 𝕜 Ei G) : ‖f.curry_right‖ = ‖f‖
(continuous_multilinear_curry_right_equiv 𝕜 Ei G).symm.norm_map f
lemma
continuous_multilinear_map.curry_right_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry_right_norm (f : continuous_multilinear_map 𝕜 (λ i : fin n, Ei i.cast_succ) (Ei (last n) →L[𝕜] G)) : ‖f.uncurry_right‖ = ‖f‖
(continuous_multilinear_curry_right_equiv 𝕜 Ei G).norm_map f
lemma
continuous_multilinear_map.uncurry_right_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_right_equiv", "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry0 (f : continuous_multilinear_map 𝕜 (λ (i : fin 0), G) G') : G'
f 0
def
continuous_multilinear_map.uncurry0
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
Associating to a continuous multilinear map in `0` variables the unique value it takes.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry0 (x : G') : G [×0]→L[𝕜] G'
continuous_multilinear_map.const_of_is_empty 𝕜 _ x
def
continuous_multilinear_map.curry0
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.const_of_is_empty" ]
Associating to an element `x` of a vector space `E₂` the continuous multilinear map in `0` variables taking the (unique) value `x`
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry0_apply (x : G') (m : (fin 0) → G) : continuous_multilinear_map.curry0 𝕜 G x m = x
rfl
lemma
continuous_multilinear_map.curry0_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.curry0" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry0_apply (f : G [×0]→L[𝕜] G') : f.uncurry0 = f 0
rfl
lemma
continuous_multilinear_map.uncurry0_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.apply_zero_curry0 (f : G [×0]→L[𝕜] G') {x : fin 0 → G} : continuous_multilinear_map.curry0 𝕜 G (f x) = f
by { ext m, simp [(subsingleton.elim _ _ : x = m)] }
lemma
continuous_multilinear_map.apply_zero_curry0
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.curry0" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry0_curry0 (f : G [×0]→L[𝕜] G') : continuous_multilinear_map.curry0 𝕜 G (f.uncurry0) = f
by simp
lemma
continuous_multilinear_map.uncurry0_curry0
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.curry0" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry0_uncurry0 (x : G') : (continuous_multilinear_map.curry0 𝕜 G x).uncurry0 = x
rfl
lemma
continuous_multilinear_map.curry0_uncurry0
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.curry0" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.curry0_norm (x : G') : ‖continuous_multilinear_map.curry0 𝕜 G x‖ = ‖x‖
norm_const_of_is_empty _ _ _
lemma
continuous_multilinear_map.curry0_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.fin0_apply_norm (f : G [×0]→L[𝕜] G') {x : fin 0 → G} : ‖f x‖ = ‖f‖
begin obtain rfl : x = 0 := subsingleton.elim _ _, refine le_antisymm (by simpa using f.le_op_norm 0) _, have : ‖continuous_multilinear_map.curry0 𝕜 G (f.uncurry0)‖ ≤ ‖f.uncurry0‖ := continuous_multilinear_map.op_norm_le_bound _ (norm_nonneg _) (λm, by simp [-continuous_multilinear_map.apply_zero_curry...
lemma
continuous_multilinear_map.fin0_apply_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.apply_zero_curry0", "continuous_multilinear_map.op_norm_le_bound" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_map.uncurry0_norm (f : G [×0]→L[𝕜] G') : ‖f.uncurry0‖ = ‖f‖
by simp
lemma
continuous_multilinear_map.uncurry0_norm
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_fin0 : (G [×0]→L[𝕜] G') ≃ₗᵢ[𝕜] G'
{ to_fun := λf, continuous_multilinear_map.uncurry0 f, inv_fun := λf, continuous_multilinear_map.curry0 𝕜 G f, map_add' := λf g, rfl, map_smul' := λc f, rfl, left_inv := continuous_multilinear_map.uncurry0_curry0, right_inv := continuous_multilinear_map.curry0_uncurry0 𝕜 G, norm_map' := continuous_...
def
continuous_multilinear_curry_fin0
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map.curry0", "continuous_multilinear_map.curry0_uncurry0", "continuous_multilinear_map.uncurry0", "continuous_multilinear_map.uncurry0_curry0", "continuous_multilinear_map.uncurry0_norm", "inv_fun" ]
The continuous linear isomorphism between elements of a normed space, and continuous multilinear maps in `0` variables with values in this normed space. The direct and inverse maps are `uncurry0` and `curry0`. Use these unless you need the full framework of linear isometric equivs.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_fin0_apply (f : G [×0]→L[𝕜] G') : continuous_multilinear_curry_fin0 𝕜 G G' f = f 0
rfl
lemma
continuous_multilinear_curry_fin0_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_fin0" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_fin0_symm_apply (x : G') (v : (fin 0) → G) : (continuous_multilinear_curry_fin0 𝕜 G G').symm x v = x
rfl
lemma
continuous_multilinear_curry_fin0_symm_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_fin0" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_fin1 : (G [×1]→L[𝕜] G') ≃ₗᵢ[𝕜] (G →L[𝕜] G')
(continuous_multilinear_curry_right_equiv 𝕜 (λ (i : fin 1), G) G').symm.trans (continuous_multilinear_curry_fin0 𝕜 G (G →L[𝕜] G'))
def
continuous_multilinear_curry_fin1
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_fin0", "continuous_multilinear_curry_right_equiv" ]
Continuous multilinear maps from `G^1` to `G'` are isomorphic with continuous linear maps from `G` to `G'`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_fin1_apply (f : G [×1]→L[𝕜] G') (x : G) : continuous_multilinear_curry_fin1 𝕜 G G' f x = f (fin.snoc 0 x)
rfl
lemma
continuous_multilinear_curry_fin1_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_fin1", "fin.snoc" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
continuous_multilinear_curry_fin1_symm_apply (f : G →L[𝕜] G') (v : (fin 1) → G) : (continuous_multilinear_curry_fin1 𝕜 G G').symm f v = f (v 0)
rfl
lemma
continuous_multilinear_curry_fin1_symm_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_curry_fin1" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
norm_dom_dom_congr (σ : ι ≃ ι') (f : continuous_multilinear_map 𝕜 (λ _ : ι, G) G') : ‖@dom_dom_congr 𝕜 ι G G' _ _ _ _ _ _ _ ι' σ f‖ = ‖f‖
by simp only [norm_def, linear_equiv.coe_mk, ← σ.prod_comp, (σ.arrow_congr (equiv.refl G)).surjective.forall, dom_dom_congr_apply, equiv.arrow_congr_apply, equiv.coe_refl, comp.left_id, comp_app, equiv.symm_apply_apply, id]
theorem
continuous_multilinear_map.norm_dom_dom_congr
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "equiv.coe_refl", "equiv.refl", "equiv.symm_apply_apply", "linear_equiv.coe_mk" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
dom_dom_congrₗᵢ (σ : ι ≃ ι') : continuous_multilinear_map 𝕜 (λ _ : ι, G) G' ≃ₗᵢ[𝕜] continuous_multilinear_map 𝕜 (λ _ : ι', G) G'
{ map_add' := λ _ _, rfl, map_smul' := λ _ _, rfl, norm_map' := norm_dom_dom_congr 𝕜 G G' σ, .. dom_dom_congr_equiv σ }
def
continuous_multilinear_map.dom_dom_congrₗᵢ
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
An equivalence of the index set defines a linear isometric equivalence between the spaces of multilinear maps.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_sum (f : continuous_multilinear_map 𝕜 (λ x : ι ⊕ ι', G) G') : continuous_multilinear_map 𝕜 (λ x : ι, G) (continuous_multilinear_map 𝕜 (λ x : ι', G) G')
multilinear_map.mk_continuous_multilinear (multilinear_map.curry_sum f.to_multilinear_map) (‖f‖) $ λ m m', by simpa [fintype.prod_sum_type, mul_assoc] using f.le_op_norm (sum.elim m m')
def
continuous_multilinear_map.curry_sum
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "fintype.prod_sum_type", "mul_assoc", "multilinear_map.curry_sum", "multilinear_map.mk_continuous_multilinear", "sum.elim" ]
A continuous multilinear map with variables indexed by `ι ⊕ ι'` defines a continuous multilinear map with variables indexed by `ι` taking values in the space of continuous multilinear maps with variables indexed by `ι'`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_sum_apply (f : continuous_multilinear_map 𝕜 (λ x : ι ⊕ ι', G) G') (m : ι → G) (m' : ι' → G) : f.curry_sum m m' = f (sum.elim m m')
rfl
lemma
continuous_multilinear_map.curry_sum_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "sum.elim" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
uncurry_sum (f : continuous_multilinear_map 𝕜 (λ x : ι, G) (continuous_multilinear_map 𝕜 (λ x : ι', G) G')) : continuous_multilinear_map 𝕜 (λ x : ι ⊕ ι', G) G'
multilinear_map.mk_continuous (to_multilinear_map_linear.comp_multilinear_map f.to_multilinear_map).uncurry_sum (‖f‖) $ λ m, by simpa [fintype.prod_sum_type, mul_assoc] using (f (m ∘ sum.inl)).le_of_op_norm_le (m ∘ sum.inr) (f.le_op_norm _)
def
continuous_multilinear_map.uncurry_sum
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "fintype.prod_sum_type", "mul_assoc", "multilinear_map.mk_continuous" ]
A continuous multilinear map with variables indexed by `ι` taking values in the space of continuous multilinear maps with variables indexed by `ι'` defines a continuous multilinear map with variables indexed by `ι ⊕ ι'`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
uncurry_sum_apply (f : continuous_multilinear_map 𝕜 (λ x : ι, G) (continuous_multilinear_map 𝕜 (λ x : ι', G) G')) (m : ι ⊕ ι' → G) : f.uncurry_sum m = f (m ∘ sum.inl) (m ∘ sum.inr)
rfl
lemma
continuous_multilinear_map.uncurry_sum_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_sum_equiv : continuous_multilinear_map 𝕜 (λ x : ι ⊕ ι', G) G' ≃ₗᵢ[𝕜] continuous_multilinear_map 𝕜 (λ x : ι, G) (continuous_multilinear_map 𝕜 (λ x : ι', G) G')
linear_isometry_equiv.of_bounds { to_fun := curry_sum, inv_fun := uncurry_sum, map_add' := λ f g, by { ext, refl }, map_smul' := λ c f, by { ext, refl }, left_inv := λ f, by { ext m, exact congr_arg f (sum.elim_comp_inl_inr m) }, right_inv := λ f, by { ext m₁ m₂, change f _ _ = f _ _, rw [su...
def
continuous_multilinear_map.curry_sum_equiv
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "continuous_multilinear_map", "inv_fun", "linear_isometry_equiv.of_bounds", "multilinear_map.mk_continuous_multilinear_norm_le", "multilinear_map.mk_continuous_norm_le", "sum.elim_comp_inl", "sum.elim_comp_inl_inr", "sum.elim_comp_inr" ]
Linear isometric equivalence between the space of continuous multilinear maps with variables indexed by `ι ⊕ ι'` and the space of continuous multilinear maps with variables indexed by `ι` taking values in the space of continuous multilinear maps with variables indexed by `ι'`. The forward and inverse functions are `co...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_fin_finset {k l n : ℕ} {s : finset (fin n)} (hk : s.card = k) (hl : sᶜ.card = l) : (G [×n]→L[𝕜] G') ≃ₗᵢ[𝕜] (G [×k]→L[𝕜] G [×l]→L[𝕜] G')
(dom_dom_congrₗᵢ 𝕜 G G' (fin_sum_equiv_of_finset hk hl).symm).trans (curry_sum_equiv 𝕜 (fin k) (fin l) G G')
def
continuous_multilinear_map.curry_fin_finset
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "fin_sum_equiv_of_finset", "finset" ]
If `s : finset (fin n)` is a finite set of cardinality `k` and its complement has cardinality `l`, then the space of continuous multilinear maps `G [×n]→L[𝕜] G'` of `n` variables is isomorphic to the space of continuous multilinear maps `G [×k]→L[𝕜] G [×l]→L[𝕜] G'` of `k` variables taking values in the space of cont...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_fin_finset_apply (hk : s.card = k) (hl : sᶜ.card = l) (f : G [×n]→L[𝕜] G') (mk : fin k → G) (ml : fin l → G) : curry_fin_finset 𝕜 G G' hk hl f mk ml = f (λ i, sum.elim mk ml ((fin_sum_equiv_of_finset hk hl).symm i))
rfl
lemma
continuous_multilinear_map.curry_fin_finset_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "fin_sum_equiv_of_finset", "sum.elim" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_fin_finset_symm_apply (hk : s.card = k) (hl : sᶜ.card = l) (f : G [×k]→L[𝕜] G [×l]→L[𝕜] G') (m : fin n → G) : (curry_fin_finset 𝕜 G G' hk hl).symm f m = f (λ i, m $ fin_sum_equiv_of_finset hk hl (sum.inl i)) (λ i, m $ fin_sum_equiv_of_finset hk hl (sum.inr i))
rfl
lemma
continuous_multilinear_map.curry_fin_finset_symm_apply
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "fin_sum_equiv_of_finset" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_fin_finset_symm_apply_piecewise_const (hk : s.card = k) (hl : sᶜ.card = l) (f : G [×k]→L[𝕜] G [×l]→L[𝕜] G') (x y : G) : (curry_fin_finset 𝕜 G G' hk hl).symm f (s.piecewise (λ _, x) (λ _, y)) = f (λ _, x) (λ _, y)
multilinear_map.curry_fin_finset_symm_apply_piecewise_const hk hl _ x y
lemma
continuous_multilinear_map.curry_fin_finset_symm_apply_piecewise_const
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "multilinear_map.curry_fin_finset_symm_apply_piecewise_const" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_fin_finset_symm_apply_const (hk : s.card = k) (hl : sᶜ.card = l) (f : G [×k]→L[𝕜] G [×l]→L[𝕜] G') (x : G) : (curry_fin_finset 𝕜 G G' hk hl).symm f (λ _, x) = f (λ _, x) (λ _, x)
rfl
lemma
continuous_multilinear_map.curry_fin_finset_symm_apply_const
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
curry_fin_finset_apply_const (hk : s.card = k) (hl : sᶜ.card = l) (f : G [×n]→L[𝕜] G') (x y : G) : curry_fin_finset 𝕜 G G' hk hl f (λ _, x) (λ _, y) = f (s.piecewise (λ _, x) (λ _, y))
begin refine (curry_fin_finset_symm_apply_piecewise_const hk hl _ _ _).symm.trans _, -- `rw` fails rw linear_isometry_equiv.symm_apply_apply end
lemma
continuous_multilinear_map.curry_fin_finset_apply_const
analysis.normed_space
src/analysis/normed_space/multilinear.lean
[ "analysis.normed_space.operator_norm", "topology.algebra.module.multilinear" ]
[ "linear_isometry_equiv.symm_apply_apply" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Lprojection (P : M) : Prop
(proj : is_idempotent_elem P) (Lnorm : ∀ (x : X), ‖x‖ = ‖P • x‖ + ‖(1 - P) • x‖)
structure
is_Lprojection
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_idempotent_elem" ]
A projection on a normed space `X` is said to be an L-projection if, for all `x` in `X`, $\|x\| = \|P x\| + \|(1 - P) x\|$. Note that we write `P • x` instead of `P x` for reasons described in the module docstring.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
is_Mprojection (P : M) : Prop
(proj : is_idempotent_elem P) (Mnorm : ∀ (x : X), ‖x‖ = (max ‖P • x‖ ‖(1 - P) • x‖))
structure
is_Mprojection
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_idempotent_elem" ]
A projection on a normed space `X` is said to be an M-projection if, for all `x` in `X`, $\|x\| = max(\|P x\|,\|(1 - P) x\|)$. Note that we write `P • x` instead of `P x` for reasons described in the module docstring.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
Lcomplement {P : M} (h: is_Lprojection X P) : is_Lprojection X (1 - P)
⟨h.proj.one_sub, λ x, by { rw [add_comm, sub_sub_cancel], exact h.Lnorm x }⟩
lemma
is_Lprojection.Lcomplement
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
Lcomplement_iff (P : M) : is_Lprojection X P ↔ is_Lprojection X (1 - P)
⟨Lcomplement, λ h, sub_sub_cancel 1 P ▸ h.Lcomplement⟩
lemma
is_Lprojection.Lcomplement_iff
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
commute [has_faithful_smul M X] {P Q : M} (h₁ : is_Lprojection X P) (h₂ : is_Lprojection X Q) : commute P Q
begin have PR_eq_RPR : ∀ R : M, is_Lprojection X R → P * R = R * P * R := λ R h₃, begin refine @eq_of_smul_eq_smul _ X _ _ _ _ (λ x, _), rw ← norm_sub_eq_zero_iff, have e1 : ‖R • x‖ ≥ ‖R • x‖ + 2 • ‖ (P * R) • x - (R * P * R) • x‖ := calc ‖R • x‖ = ‖R • (P • (R • x))‖ + ‖(1 - R) • (P • (R • x))‖ + ...
lemma
is_Lprojection.commute
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "commute", "has_faithful_smul", "is_Lprojection", "mul_le_mul_left", "one_mul", "one_smul", "smul_sub", "sub_smul", "two_mul", "two_smul", "zero_smul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
mul [has_faithful_smul M X] {P Q : M} (h₁ : is_Lprojection X P) (h₂ : is_Lprojection X Q) : is_Lprojection X (P * Q)
begin refine ⟨is_idempotent_elem.mul_of_commute (h₁.commute h₂) h₁.proj h₂.proj, _⟩, intro x, refine le_antisymm _ _, { calc ‖ x ‖ = ‖(P * Q) • x + (x - (P * Q) • x)‖ : by rw add_sub_cancel'_right ((P * Q) • x) x ... ≤ ‖(P * Q) • x‖ + ‖ x - (P * Q) • x ‖ : by apply norm_add_le ... = ‖(P * Q) • x‖ + ‖(1 ...
lemma
is_Lprojection.mul
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection", "one_smul", "sub_smul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
join [has_faithful_smul M X] {P Q : M} (h₁ : is_Lprojection X P) (h₂ : is_Lprojection X Q) : is_Lprojection X (P + Q - P * Q)
begin convert (Lcomplement_iff _).mp (h₁.Lcomplement.mul h₂.Lcomplement) using 1, noncomm_ring, end
lemma
is_Lprojection.join
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_compl (P : {P : M // is_Lprojection X P}) : ↑(Pᶜ) = (1 : M) - ↑P
rfl
lemma
is_Lprojection.coe_compl
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_inf [has_faithful_smul M X] (P Q : {P : M // is_Lprojection X P}) : ↑(P ⊓ Q) = ((↑P : (M)) * ↑Q)
rfl
lemma
is_Lprojection.coe_inf
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_sup [has_faithful_smul M X] (P Q : {P : M // is_Lprojection X P}) : ↑(P ⊔ Q) = ((↑P : M) + ↑Q - ↑P * ↑Q)
rfl
lemma
is_Lprojection.coe_sup
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_sdiff [has_faithful_smul M X] (P Q : {P : M // is_Lprojection X P}) : ↑(P \ Q) = (↑P : M) * (1 - ↑Q)
rfl
lemma
is_Lprojection.coe_sdiff
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
le_def [has_faithful_smul M X] (P Q : {P : M // is_Lprojection X P}) : P ≤ Q ↔ (P : M) = ↑(P ⊓ Q)
iff.rfl
lemma
is_Lprojection.le_def
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_zero : ↑(0 : {P : M // is_Lprojection X P}) = (0 : M)
rfl
lemma
is_Lprojection.coe_zero
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_one : ↑(1 : {P : M // is_Lprojection X P}) = (1 : M)
rfl
lemma
is_Lprojection.coe_one
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_bot [has_faithful_smul M X] : ↑(bounded_order.bot : {P : M // is_Lprojection X P}) = (0 : M)
rfl
lemma
is_Lprojection.coe_bot
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
coe_top [has_faithful_smul M X] : ↑(bounded_order.top : {P : M // is_Lprojection X P}) = (1 : M)
rfl
lemma
is_Lprojection.coe_top
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
compl_mul {P : {P : M // is_Lprojection X P}} {Q : M} : ↑Pᶜ * Q = Q - ↑P * Q
by rw [coe_compl, sub_mul, one_mul]
lemma
is_Lprojection.compl_mul
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection", "one_mul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
mul_compl_self {P : {P : M // is_Lprojection X P}} : (↑P : M) * (↑Pᶜ) = 0
by rw [coe_compl, mul_sub, mul_one, P.prop.proj.eq, sub_self]
lemma
is_Lprojection.mul_compl_self
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "is_Lprojection", "mul_one" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
distrib_lattice_lemma [has_faithful_smul M X] {P Q R : {P : M // is_Lprojection X P}} : ((↑P : M) + ↑Pᶜ * R) * (↑P + ↑Q * ↑R * ↑Pᶜ) = (↑P + ↑Q * ↑R * ↑Pᶜ)
by rw [add_mul, mul_add, mul_add, mul_assoc ↑Pᶜ ↑R (↑Q * ↑R * ↑Pᶜ), ← mul_assoc ↑R (↑Q * ↑R) ↑Pᶜ, ← coe_inf Q, (Pᶜ.prop.commute R.prop).eq, ((Q ⊓ R).prop.commute Pᶜ.prop).eq, (R.prop.commute (Q ⊓ R).prop).eq, coe_inf Q, mul_assoc ↑Q, ← mul_assoc, mul_assoc ↑R, (Pᶜ.prop.commute P.prop).eq, mul_compl_self, ze...
lemma
is_Lprojection.distrib_lattice_lemma
analysis.normed_space
src/analysis/normed_space/M_structure.lean
[ "algebra.ring.idempotents", "tactic.noncomm_ring", "analysis.normed.group.basic" ]
[ "has_faithful_smul", "is_Lprojection", "mul_assoc", "mul_zero", "zero_mul" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
norm_image_of_norm_zero [semilinear_map_class 𝓕 σ₁₂ E F] (f : 𝓕) (hf : continuous f) {x : E} (hx : ‖x‖ = 0) : ‖f x‖ = 0
begin refine le_antisymm (le_of_forall_pos_le_add (λ ε hε, _)) (norm_nonneg (f x)), rcases normed_add_comm_group.tendsto_nhds_nhds.1 (hf.tendsto 0) ε hε with ⟨δ, δ_pos, hδ⟩, replace hδ := hδ x, rw [sub_zero, hx] at hδ, replace hδ := le_of_lt (hδ δ_pos), rw [map_zero, sub_zero] at hδ, rwa [zero_add] end
lemma
norm_image_of_norm_zero
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "continuous", "semilinear_map_class" ]
If `‖x‖ = 0` and `f` is continuous then `‖f x‖ = 0`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
semilinear_map_class.bound_of_shell_semi_normed [semilinear_map_class 𝓕 σ₁₂ E F] (f : 𝓕) {ε C : ℝ} (ε_pos : 0 < ε) {c : 𝕜} (hc : 1 < ‖c‖) (hf : ∀ x, ε / ‖c‖ ≤ ‖x‖ → ‖x‖ < ε → ‖f x‖ ≤ C * ‖x‖) {x : E} (hx : ‖x‖ ≠ 0) : ‖f x‖ ≤ C * ‖x‖
begin rcases rescale_to_shell_semi_normed hc ε_pos hx with ⟨δ, hδ, δxle, leδx, δinv⟩, have := hf (δ • x) leδx δxle, simpa only [map_smulₛₗ, norm_smul, mul_left_comm C, mul_le_mul_left (norm_pos_iff.2 hδ), ring_hom_isometric.is_iso] using hf (δ • x) leδx δxle end
lemma
semilinear_map_class.bound_of_shell_semi_normed
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "mul_le_mul_left", "mul_left_comm", "norm_smul", "rescale_to_shell_semi_normed", "semilinear_map_class" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
semilinear_map_class.bound_of_continuous [semilinear_map_class 𝓕 σ₁₂ E F] (f : 𝓕) (hf : continuous f) : ∃ C, 0 < C ∧ (∀ x : E, ‖f x‖ ≤ C * ‖x‖)
begin rcases normed_add_comm_group.tendsto_nhds_nhds.1 (hf.tendsto 0) 1 zero_lt_one with ⟨ε, ε_pos, hε⟩, simp only [sub_zero, map_zero] at hε, rcases normed_field.exists_one_lt_norm 𝕜 with ⟨c, hc⟩, have : 0 < ‖c‖ / ε, from div_pos (zero_lt_one.trans hc) ε_pos, refine ⟨‖c‖ / ε, this, λ x, _⟩, by_cases hx : ...
lemma
semilinear_map_class.bound_of_continuous
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "continuous", "div_le_iff'", "div_pos", "mul_zero", "norm_image_of_norm_zero", "normed_field.exists_one_lt_norm", "one_div_div", "semilinear_map_class", "semilinear_map_class.bound_of_shell_semi_normed", "zero_lt_one" ]
A continuous linear map between seminormed spaces is bounded when the field is nontrivially normed. The continuity ensures boundedness on a ball of some radius `ε`. The nontriviality of the norm is then used to rescale any element into an element of norm in `[ε/C, ε]`, whose image has a controlled norm. The norm contro...
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
bound [ring_hom_isometric σ₁₂] (f : E →SL[σ₁₂] F) : ∃ C, 0 < C ∧ (∀ x : E, ‖f x‖ ≤ C * ‖x‖)
semilinear_map_class.bound_of_continuous f f.2
theorem
continuous_linear_map.bound
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "bound", "ring_hom_isometric", "semilinear_map_class.bound_of_continuous" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
_root_.linear_isometry.to_span_singleton {v : E} (hv : ‖v‖ = 1) : 𝕜 →ₗᵢ[𝕜] E
{ norm_map' := λ x, by simp [norm_smul, hv], .. linear_map.to_span_singleton 𝕜 E v }
def
linear_isometry.to_span_singleton
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "linear_map.to_span_singleton", "norm_smul" ]
Given a unit-length element `x` of a normed space `E` over a field `𝕜`, the natural linear isometry map from `𝕜` to `E` by taking multiples of `x`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
_root_.linear_isometry.to_span_singleton_apply {v : E} (hv : ‖v‖ = 1) (a : 𝕜) : linear_isometry.to_span_singleton 𝕜 E hv a = a • v
rfl
lemma
linear_isometry.to_span_singleton_apply
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "linear_isometry.to_span_singleton" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
_root_.linear_isometry.coe_to_span_singleton {v : E} (hv : ‖v‖ = 1) : (linear_isometry.to_span_singleton 𝕜 E hv).to_linear_map = linear_map.to_span_singleton 𝕜 E v
rfl
lemma
linear_isometry.coe_to_span_singleton
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "linear_isometry.to_span_singleton", "linear_map.to_span_singleton" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
op_norm (f : E →SL[σ₁₂] F)
Inf {c | 0 ≤ c ∧ ∀ x, ‖f x‖ ≤ c * ‖x‖}
def
continuous_linear_map.op_norm
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[]
The operator norm of a continuous linear map is the inf of all its bounds.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
has_op_norm : has_norm (E →SL[σ₁₂] F)
⟨op_norm⟩
instance
continuous_linear_map.has_op_norm
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "has_norm" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
norm_def (f : E →SL[σ₁₂] F) : ‖f‖ = Inf {c | 0 ≤ c ∧ ∀ x, ‖f x‖ ≤ c * ‖x‖}
rfl
lemma
continuous_linear_map.norm_def
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
bounds_nonempty [ring_hom_isometric σ₁₂] {f : E →SL[σ₁₂] F} : ∃ c, c ∈ { c | 0 ≤ c ∧ ∀ x, ‖f x‖ ≤ c * ‖x‖ }
let ⟨M, hMp, hMb⟩ := f.bound in ⟨M, le_of_lt hMp, hMb⟩
lemma
continuous_linear_map.bounds_nonempty
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "ring_hom_isometric" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
bounds_bdd_below {f : E →SL[σ₁₂] F} : bdd_below { c | 0 ≤ c ∧ ∀ x, ‖f x‖ ≤ c * ‖x‖ }
⟨0, λ _ ⟨hn, _⟩, hn⟩
lemma
continuous_linear_map.bounds_bdd_below
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "bdd_below" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
op_norm_le_bound (f : E →SL[σ₁₂] F) {M : ℝ} (hMp: 0 ≤ M) (hM : ∀ x, ‖f x‖ ≤ M * ‖x‖) : ‖f‖ ≤ M
cInf_le bounds_bdd_below ⟨hMp, hM⟩
lemma
continuous_linear_map.op_norm_le_bound
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "cInf_le" ]
If one controls the norm of every `A x`, then one controls the norm of `A`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
op_norm_le_bound' (f : E →SL[σ₁₂] F) {M : ℝ} (hMp: 0 ≤ M) (hM : ∀ x, ‖x‖ ≠ 0 → ‖f x‖ ≤ M * ‖x‖) : ‖f‖ ≤ M
op_norm_le_bound f hMp $ λ x, (ne_or_eq (‖x‖) 0).elim (hM x) $ λ h, by simp only [h, mul_zero, norm_image_of_norm_zero f f.2 h]
lemma
continuous_linear_map.op_norm_le_bound'
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "mul_zero", "ne_or_eq", "norm_image_of_norm_zero" ]
If one controls the norm of every `A x`, `‖x‖ ≠ 0`, then one controls the norm of `A`.
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
op_norm_le_of_lipschitz {f : E →SL[σ₁₂] F} {K : ℝ≥0} (hf : lipschitz_with K f) : ‖f‖ ≤ K
f.op_norm_le_bound K.2 $ λ x, by simpa only [dist_zero_right, f.map_zero] using hf.dist_le_mul x 0
theorem
continuous_linear_map.op_norm_le_of_lipschitz
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "lipschitz_with" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
op_norm_eq_of_bounds {φ : E →SL[σ₁₂] F} {M : ℝ} (M_nonneg : 0 ≤ M) (h_above : ∀ x, ‖φ x‖ ≤ M*‖x‖) (h_below : ∀ N ≥ 0, (∀ x, ‖φ x‖ ≤ N*‖x‖) → M ≤ N) : ‖φ‖ = M
le_antisymm (φ.op_norm_le_bound M_nonneg h_above) ((le_cInf_iff continuous_linear_map.bounds_bdd_below ⟨M, M_nonneg, h_above⟩).mpr $ λ N ⟨N_nonneg, hN⟩, h_below N N_nonneg hN)
lemma
continuous_linear_map.op_norm_eq_of_bounds
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[ "continuous_linear_map.bounds_bdd_below", "le_cInf_iff" ]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83
op_norm_neg (f : E →SL[σ₁₂] F) : ‖-f‖ = ‖f‖
by simp only [norm_def, neg_apply, norm_neg]
lemma
continuous_linear_map.op_norm_neg
analysis.normed_space
src/analysis/normed_space/operator_norm.lean
[ "algebra.algebra.tower", "analysis.asymptotics.asymptotics", "analysis.normed_space.continuous_linear_map", "analysis.normed_space.linear_isometry", "topology.algebra.module.strong_topology" ]
[]
https://github.com/leanprover-community/mathlib
65a1391a0106c9204fe45bc73a039f056558cb83