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| Type | Label | Description |
|---|---|---|
| Statement | ||
| Theorem | nlmvscnlem2 24601 | Lemma for nlmvscn 24603. Compare this proof with the similar elementary proof mulcn2 15505 for continuity of multiplication on ℂ. (Contributed by Mario Carneiro, 5-Oct-2015.) |
| ⊢ 𝐹 = (Scalar‘𝑊) & ⊢ 𝑉 = (Base‘𝑊) & ⊢ 𝐾 = (Base‘𝐹) & ⊢ 𝐷 = (dist‘𝑊) & ⊢ 𝐸 = (dist‘𝐹) & ⊢ 𝑁 = (norm‘𝑊) & ⊢ 𝐴 = (norm‘𝐹) & ⊢ · = ( ·𝑠 ‘𝑊) & ⊢ 𝑇 = ((𝑅 / 2) / ((𝐴‘𝐵) + 1)) & ⊢ 𝑈 = ((𝑅 / 2) / ((𝑁‘𝑋) + 𝑇)) & ⊢ (𝜑 → 𝑊 ∈ NrmMod) & ⊢ (𝜑 → 𝑅 ∈ ℝ+) & ⊢ (𝜑 → 𝐵 ∈ 𝐾) & ⊢ (𝜑 → 𝑋 ∈ 𝑉) & ⊢ (𝜑 → 𝐶 ∈ 𝐾) & ⊢ (𝜑 → 𝑌 ∈ 𝑉) & ⊢ (𝜑 → (𝐵𝐸𝐶) < 𝑈) & ⊢ (𝜑 → (𝑋𝐷𝑌) < 𝑇) ⇒ ⊢ (𝜑 → ((𝐵 · 𝑋)𝐷(𝐶 · 𝑌)) < 𝑅) | ||
| Theorem | nlmvscnlem1 24602* | Lemma for nlmvscn 24603. (Contributed by Mario Carneiro, 5-Oct-2015.) |
| ⊢ 𝐹 = (Scalar‘𝑊) & ⊢ 𝑉 = (Base‘𝑊) & ⊢ 𝐾 = (Base‘𝐹) & ⊢ 𝐷 = (dist‘𝑊) & ⊢ 𝐸 = (dist‘𝐹) & ⊢ 𝑁 = (norm‘𝑊) & ⊢ 𝐴 = (norm‘𝐹) & ⊢ · = ( ·𝑠 ‘𝑊) & ⊢ 𝑇 = ((𝑅 / 2) / ((𝐴‘𝐵) + 1)) & ⊢ 𝑈 = ((𝑅 / 2) / ((𝑁‘𝑋) + 𝑇)) & ⊢ (𝜑 → 𝑊 ∈ NrmMod) & ⊢ (𝜑 → 𝑅 ∈ ℝ+) & ⊢ (𝜑 → 𝐵 ∈ 𝐾) & ⊢ (𝜑 → 𝑋 ∈ 𝑉) ⇒ ⊢ (𝜑 → ∃𝑟 ∈ ℝ+ ∀𝑥 ∈ 𝐾 ∀𝑦 ∈ 𝑉 (((𝐵𝐸𝑥) < 𝑟 ∧ (𝑋𝐷𝑦) < 𝑟) → ((𝐵 · 𝑋)𝐷(𝑥 · 𝑦)) < 𝑅)) | ||
| Theorem | nlmvscn 24603 | The scalar multiplication of a normed module is continuous. Lemma for nrgtrg 24606 and nlmtlm 24610. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ 𝐹 = (Scalar‘𝑊) & ⊢ · = ( ·sf ‘𝑊) & ⊢ 𝐽 = (TopOpen‘𝑊) & ⊢ 𝐾 = (TopOpen‘𝐹) ⇒ ⊢ (𝑊 ∈ NrmMod → · ∈ ((𝐾 ×t 𝐽) Cn 𝐽)) | ||
| Theorem | rlmnlm 24604 | The ring module over a normed ring is a normed module. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ (𝑅 ∈ NrmRing → (ringLMod‘𝑅) ∈ NrmMod) | ||
| Theorem | rlmnm 24605 | The norm function in the ring module. (Contributed by AV, 9-Oct-2021.) |
| ⊢ (norm‘𝑅) = (norm‘(ringLMod‘𝑅)) | ||
| Theorem | nrgtrg 24606 | A normed ring is a topological ring. (Contributed by Mario Carneiro, 4-Oct-2015.) (Proof shortened by AV, 31-Oct-2024.) |
| ⊢ (𝑅 ∈ NrmRing → 𝑅 ∈ TopRing) | ||
| Theorem | nrginvrcnlem 24607* | Lemma for nrginvrcn 24608. Compare this proof with reccn2 15506, the elementary proof of continuity of division. (Contributed by Mario Carneiro, 6-Oct-2015.) |
| ⊢ 𝑋 = (Base‘𝑅) & ⊢ 𝑈 = (Unit‘𝑅) & ⊢ 𝐼 = (invr‘𝑅) & ⊢ 𝑁 = (norm‘𝑅) & ⊢ 𝐷 = (dist‘𝑅) & ⊢ (𝜑 → 𝑅 ∈ NrmRing) & ⊢ (𝜑 → 𝑅 ∈ NzRing) & ⊢ (𝜑 → 𝐴 ∈ 𝑈) & ⊢ (𝜑 → 𝐵 ∈ ℝ+) & ⊢ 𝑇 = (if(1 ≤ ((𝑁‘𝐴) · 𝐵), 1, ((𝑁‘𝐴) · 𝐵)) · ((𝑁‘𝐴) / 2)) ⇒ ⊢ (𝜑 → ∃𝑥 ∈ ℝ+ ∀𝑦 ∈ 𝑈 ((𝐴𝐷𝑦) < 𝑥 → ((𝐼‘𝐴)𝐷(𝐼‘𝑦)) < 𝐵)) | ||
| Theorem | nrginvrcn 24608 | The ring inverse function is continuous in a normed ring. (Note that this is true even in rings which are not division rings.) (Contributed by Mario Carneiro, 6-Oct-2015.) |
| ⊢ 𝑋 = (Base‘𝑅) & ⊢ 𝑈 = (Unit‘𝑅) & ⊢ 𝐼 = (invr‘𝑅) & ⊢ 𝐽 = (TopOpen‘𝑅) ⇒ ⊢ (𝑅 ∈ NrmRing → 𝐼 ∈ ((𝐽 ↾t 𝑈) Cn (𝐽 ↾t 𝑈))) | ||
| Theorem | nrgtdrg 24609 | A normed division ring is a topological division ring. (Contributed by Mario Carneiro, 6-Oct-2015.) |
| ⊢ ((𝑅 ∈ NrmRing ∧ 𝑅 ∈ DivRing) → 𝑅 ∈ TopDRing) | ||
| Theorem | nlmtlm 24610 | A normed module is a topological module. (Contributed by Mario Carneiro, 6-Oct-2015.) |
| ⊢ (𝑊 ∈ NrmMod → 𝑊 ∈ TopMod) | ||
| Theorem | isnvc 24611 | A normed vector space is just a normed module which is algebraically a vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ (𝑊 ∈ NrmVec ↔ (𝑊 ∈ NrmMod ∧ 𝑊 ∈ LVec)) | ||
| Theorem | nvcnlm 24612 | A normed vector space is a normed module. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ NrmMod) | ||
| Theorem | nvclvec 24613 | A normed vector space is a left vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ LVec) | ||
| Theorem | nvclmod 24614 | A normed vector space is a left module. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ LMod) | ||
| Theorem | isnvc2 24615 | A normed vector space is just a normed module whose scalar ring is a division ring. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ 𝐹 = (Scalar‘𝑊) ⇒ ⊢ (𝑊 ∈ NrmVec ↔ (𝑊 ∈ NrmMod ∧ 𝐹 ∈ DivRing)) | ||
| Theorem | nvctvc 24616 | A normed vector space is a topological vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ TopVec) | ||
| Theorem | lssnlm 24617 | A subspace of a normed module is a normed module. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ 𝑋 = (𝑊 ↾s 𝑈) & ⊢ 𝑆 = (LSubSp‘𝑊) ⇒ ⊢ ((𝑊 ∈ NrmMod ∧ 𝑈 ∈ 𝑆) → 𝑋 ∈ NrmMod) | ||
| Theorem | lssnvc 24618 | A subspace of a normed vector space is a normed vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ 𝑋 = (𝑊 ↾s 𝑈) & ⊢ 𝑆 = (LSubSp‘𝑊) ⇒ ⊢ ((𝑊 ∈ NrmVec ∧ 𝑈 ∈ 𝑆) → 𝑋 ∈ NrmVec) | ||
| Theorem | rlmnvc 24619 | The ring module over a normed division ring is a normed vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ ((𝑅 ∈ NrmRing ∧ 𝑅 ∈ DivRing) → (ringLMod‘𝑅) ∈ NrmVec) | ||
| Theorem | ngpocelbl 24620 | Membership of an off-center vector in a ball in a normed module. (Contributed by NM, 27-Dec-2007.) (Revised by AV, 14-Oct-2021.) |
| ⊢ 𝑁 = (norm‘𝐺) & ⊢ 𝑋 = (Base‘𝐺) & ⊢ + = (+g‘𝐺) & ⊢ 𝐷 = ((dist‘𝐺) ↾ (𝑋 × 𝑋)) ⇒ ⊢ ((𝐺 ∈ NrmMod ∧ 𝑅 ∈ ℝ* ∧ (𝑃 ∈ 𝑋 ∧ 𝐴 ∈ 𝑋)) → ((𝑃 + 𝐴) ∈ (𝑃(ball‘𝐷)𝑅) ↔ (𝑁‘𝐴) < 𝑅)) | ||
| Syntax | cnmo 24621 | The operator norm function. |
| class normOp | ||
| Syntax | cnghm 24622 | The class of normed group homomorphisms. |
| class NGHom | ||
| Syntax | cnmhm 24623 | The class of normed module homomorphisms. |
| class NMHom | ||
| Definition | df-nmo 24624* | Define the norm of an operator between two normed groups (usually vector spaces). This definition produces an operator norm function for each pair of groups 〈𝑠, 𝑡〉. Equivalent to the definition of linear operator norm in [AkhiezerGlazman] p. 39. (Contributed by Mario Carneiro, 18-Oct-2015.) (Revised by AV, 25-Sep-2020.) |
| ⊢ normOp = (𝑠 ∈ NrmGrp, 𝑡 ∈ NrmGrp ↦ (𝑓 ∈ (𝑠 GrpHom 𝑡) ↦ inf({𝑟 ∈ (0[,)+∞) ∣ ∀𝑥 ∈ (Base‘𝑠)((norm‘𝑡)‘(𝑓‘𝑥)) ≤ (𝑟 · ((norm‘𝑠)‘𝑥))}, ℝ*, < ))) | ||
| Definition | df-nghm 24625* | Define the set of normed group homomorphisms between two normed groups. A normed group homomorphism is a group homomorphism which additionally bounds the increase of norm by a fixed real operator. In vector spaces these are also known as bounded linear operators. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ NGHom = (𝑠 ∈ NrmGrp, 𝑡 ∈ NrmGrp ↦ (◡(𝑠 normOp 𝑡) “ ℝ)) | ||
| Definition | df-nmhm 24626* | Define a normed module homomorphism, also known as a bounded linear operator. This is a module homomorphism (a linear function) such that the operator norm is finite, or equivalently there is a constant 𝑐 such that... (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ NMHom = (𝑠 ∈ NrmMod, 𝑡 ∈ NrmMod ↦ ((𝑠 LMHom 𝑡) ∩ (𝑠 NGHom 𝑡))) | ||
| Theorem | nmoffn 24627 | The function producing operator norm functions is a function on normed groups. (Contributed by Mario Carneiro, 18-Oct-2015.) (Proof shortened by AV, 26-Sep-2020.) |
| ⊢ normOp Fn (NrmGrp × NrmGrp) | ||
| Theorem | reldmnghm 24628 | Lemma for normed group homomorphisms. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ Rel dom NGHom | ||
| Theorem | reldmnmhm 24629 | Lemma for module homomorphisms. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ Rel dom NMHom | ||
| Theorem | nmofval 24630* | Value of the operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) (Revised by AV, 26-Sep-2020.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp) → 𝑁 = (𝑓 ∈ (𝑆 GrpHom 𝑇) ↦ inf({𝑟 ∈ (0[,)+∞) ∣ ∀𝑥 ∈ 𝑉 (𝑀‘(𝑓‘𝑥)) ≤ (𝑟 · (𝐿‘𝑥))}, ℝ*, < ))) | ||
| Theorem | nmoval 24631* | Value of the operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) (Revised by AV, 26-Sep-2020.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) → (𝑁‘𝐹) = inf({𝑟 ∈ (0[,)+∞) ∣ ∀𝑥 ∈ 𝑉 (𝑀‘(𝐹‘𝑥)) ≤ (𝑟 · (𝐿‘𝑥))}, ℝ*, < )) | ||
| Theorem | nmogelb 24632* | Property of the operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) (Proof shortened by AV, 26-Sep-2020.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) ⇒ ⊢ (((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) ∧ 𝐴 ∈ ℝ*) → (𝐴 ≤ (𝑁‘𝐹) ↔ ∀𝑟 ∈ (0[,)+∞)(∀𝑥 ∈ 𝑉 (𝑀‘(𝐹‘𝑥)) ≤ (𝑟 · (𝐿‘𝑥)) → 𝐴 ≤ 𝑟))) | ||
| Theorem | nmolb 24633* | Any upper bound on the values of a linear operator translates to an upper bound on the operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) (Proof shortened by AV, 26-Sep-2020.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) ⇒ ⊢ (((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) ∧ 𝐴 ∈ ℝ ∧ 0 ≤ 𝐴) → (∀𝑥 ∈ 𝑉 (𝑀‘(𝐹‘𝑥)) ≤ (𝐴 · (𝐿‘𝑥)) → (𝑁‘𝐹) ≤ 𝐴)) | ||
| Theorem | nmolb2d 24634* | Any upper bound on the values of a linear operator at nonzero vectors translates to an upper bound on the operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) & ⊢ 0 = (0g‘𝑆) & ⊢ (𝜑 → 𝑆 ∈ NrmGrp) & ⊢ (𝜑 → 𝑇 ∈ NrmGrp) & ⊢ (𝜑 → 𝐹 ∈ (𝑆 GrpHom 𝑇)) & ⊢ (𝜑 → 𝐴 ∈ ℝ) & ⊢ (𝜑 → 0 ≤ 𝐴) & ⊢ ((𝜑 ∧ (𝑥 ∈ 𝑉 ∧ 𝑥 ≠ 0 )) → (𝑀‘(𝐹‘𝑥)) ≤ (𝐴 · (𝐿‘𝑥))) ⇒ ⊢ (𝜑 → (𝑁‘𝐹) ≤ 𝐴) | ||
| Theorem | nmof 24635 | The operator norm is a function into the extended reals. (Contributed by Mario Carneiro, 18-Oct-2015.) (Proof shortened by AV, 26-Sep-2020.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp) → 𝑁:(𝑆 GrpHom 𝑇)⟶ℝ*) | ||
| Theorem | nmocl 24636 | The operator norm of an operator is an extended real. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) → (𝑁‘𝐹) ∈ ℝ*) | ||
| Theorem | nmoge0 24637 | The operator norm of an operator is nonnegative. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) → 0 ≤ (𝑁‘𝐹)) | ||
| Theorem | nghmfval 24638 | A normed group homomorphism is a group homomorphism with bounded norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ (𝑆 NGHom 𝑇) = (◡𝑁 “ ℝ) | ||
| Theorem | isnghm 24639 | A normed group homomorphism is a group homomorphism with bounded norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) ↔ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp) ∧ (𝐹 ∈ (𝑆 GrpHom 𝑇) ∧ (𝑁‘𝐹) ∈ ℝ))) | ||
| Theorem | isnghm2 24640 | A normed group homomorphism is a group homomorphism with bounded norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) → (𝐹 ∈ (𝑆 NGHom 𝑇) ↔ (𝑁‘𝐹) ∈ ℝ)) | ||
| Theorem | isnghm3 24641 | A normed group homomorphism is a group homomorphism with bounded norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) → (𝐹 ∈ (𝑆 NGHom 𝑇) ↔ (𝑁‘𝐹) < +∞)) | ||
| Theorem | bddnghm 24642 | A bounded group homomorphism is a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ (((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) ∧ (𝐴 ∈ ℝ ∧ (𝑁‘𝐹) ≤ 𝐴)) → 𝐹 ∈ (𝑆 NGHom 𝑇)) | ||
| Theorem | nghmcl 24643 | A normed group homomorphism has a real operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → (𝑁‘𝐹) ∈ ℝ) | ||
| Theorem | nmoi 24644 | The operator norm achieves the minimum of the set of upper bounds, if the operator is bounded. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) ⇒ ⊢ ((𝐹 ∈ (𝑆 NGHom 𝑇) ∧ 𝑋 ∈ 𝑉) → (𝑀‘(𝐹‘𝑋)) ≤ ((𝑁‘𝐹) · (𝐿‘𝑋))) | ||
| Theorem | nmoix 24645 | The operator norm is a bound on the size of an operator, even when it is infinite (using extended real multiplication). (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) ⇒ ⊢ (((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) ∧ 𝑋 ∈ 𝑉) → (𝑀‘(𝐹‘𝑋)) ≤ ((𝑁‘𝐹) ·e (𝐿‘𝑋))) | ||
| Theorem | nmoi2 24646 | The operator norm is a bound on the growth of a vector under the action of the operator. (Contributed by Mario Carneiro, 19-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) & ⊢ 0 = (0g‘𝑆) ⇒ ⊢ (((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) ∧ (𝑋 ∈ 𝑉 ∧ 𝑋 ≠ 0 )) → ((𝑀‘(𝐹‘𝑋)) / (𝐿‘𝑋)) ≤ (𝑁‘𝐹)) | ||
| Theorem | nmoleub 24647* | The operator norm, defined as an infimum of upper bounds, can also be defined as a supremum of norms of 𝐹(𝑥) away from zero. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐿 = (norm‘𝑆) & ⊢ 𝑀 = (norm‘𝑇) & ⊢ 0 = (0g‘𝑆) & ⊢ (𝜑 → 𝑆 ∈ NrmGrp) & ⊢ (𝜑 → 𝑇 ∈ NrmGrp) & ⊢ (𝜑 → 𝐹 ∈ (𝑆 GrpHom 𝑇)) & ⊢ (𝜑 → 𝐴 ∈ ℝ*) & ⊢ (𝜑 → 0 ≤ 𝐴) ⇒ ⊢ (𝜑 → ((𝑁‘𝐹) ≤ 𝐴 ↔ ∀𝑥 ∈ 𝑉 (𝑥 ≠ 0 → ((𝑀‘(𝐹‘𝑥)) / (𝐿‘𝑥)) ≤ 𝐴))) | ||
| Theorem | nghmrcl1 24648 | Reverse closure for a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → 𝑆 ∈ NrmGrp) | ||
| Theorem | nghmrcl2 24649 | Reverse closure for a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → 𝑇 ∈ NrmGrp) | ||
| Theorem | nghmghm 24650 | A normed group homomorphism is a group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → 𝐹 ∈ (𝑆 GrpHom 𝑇)) | ||
| Theorem | nmo0 24651 | The operator norm of the zero operator. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 0 = (0g‘𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp) → (𝑁‘(𝑉 × { 0 })) = 0) | ||
| Theorem | nmoeq0 24652 | The operator norm is zero only for the zero operator. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 0 = (0g‘𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp ∧ 𝐹 ∈ (𝑆 GrpHom 𝑇)) → ((𝑁‘𝐹) = 0 ↔ 𝐹 = (𝑉 × { 0 }))) | ||
| Theorem | nmoco 24653 | An upper bound on the operator norm of a composition. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑈) & ⊢ 𝐿 = (𝑇 normOp 𝑈) & ⊢ 𝑀 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝐹 ∈ (𝑇 NGHom 𝑈) ∧ 𝐺 ∈ (𝑆 NGHom 𝑇)) → (𝑁‘(𝐹 ∘ 𝐺)) ≤ ((𝐿‘𝐹) · (𝑀‘𝐺))) | ||
| Theorem | nghmco 24654 | The composition of normed group homomorphisms is a normed group homomorphism. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ ((𝐹 ∈ (𝑇 NGHom 𝑈) ∧ 𝐺 ∈ (𝑆 NGHom 𝑇)) → (𝐹 ∘ 𝐺) ∈ (𝑆 NGHom 𝑈)) | ||
| Theorem | nmotri 24655 | Triangle inequality for the operator norm. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ + = (+g‘𝑇) ⇒ ⊢ ((𝑇 ∈ Abel ∧ 𝐹 ∈ (𝑆 NGHom 𝑇) ∧ 𝐺 ∈ (𝑆 NGHom 𝑇)) → (𝑁‘(𝐹 ∘f + 𝐺)) ≤ ((𝑁‘𝐹) + (𝑁‘𝐺))) | ||
| Theorem | nghmplusg 24656 | The sum of two bounded linear operators is bounded linear. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ + = (+g‘𝑇) ⇒ ⊢ ((𝑇 ∈ Abel ∧ 𝐹 ∈ (𝑆 NGHom 𝑇) ∧ 𝐺 ∈ (𝑆 NGHom 𝑇)) → (𝐹 ∘f + 𝐺) ∈ (𝑆 NGHom 𝑇)) | ||
| Theorem | 0nghm 24657 | The zero operator is a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑉 = (Base‘𝑆) & ⊢ 0 = (0g‘𝑇) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ 𝑇 ∈ NrmGrp) → (𝑉 × { 0 }) ∈ (𝑆 NGHom 𝑇)) | ||
| Theorem | nmoid 24658 | The operator norm of the identity function on a nontrivial group. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑆) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 0 = (0g‘𝑆) ⇒ ⊢ ((𝑆 ∈ NrmGrp ∧ { 0 } ⊊ 𝑉) → (𝑁‘( I ↾ 𝑉)) = 1) | ||
| Theorem | idnghm 24659 | The identity operator is a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑉 = (Base‘𝑆) ⇒ ⊢ (𝑆 ∈ NrmGrp → ( I ↾ 𝑉) ∈ (𝑆 NGHom 𝑆)) | ||
| Theorem | nmods 24660 | Upper bound for the distance between the values of a bounded linear operator. (Contributed by Mario Carneiro, 22-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) & ⊢ 𝑉 = (Base‘𝑆) & ⊢ 𝐶 = (dist‘𝑆) & ⊢ 𝐷 = (dist‘𝑇) ⇒ ⊢ ((𝐹 ∈ (𝑆 NGHom 𝑇) ∧ 𝐴 ∈ 𝑉 ∧ 𝐵 ∈ 𝑉) → ((𝐹‘𝐴)𝐷(𝐹‘𝐵)) ≤ ((𝑁‘𝐹) · (𝐴𝐶𝐵))) | ||
| Theorem | nghmcn 24661 | A normed group homomorphism is a continuous function. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝐽 = (TopOpen‘𝑆) & ⊢ 𝐾 = (TopOpen‘𝑇) ⇒ ⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → 𝐹 ∈ (𝐽 Cn 𝐾)) | ||
| Theorem | isnmhm 24662 | A normed module homomorphism is a left module homomorphism which is also a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) ↔ ((𝑆 ∈ NrmMod ∧ 𝑇 ∈ NrmMod) ∧ (𝐹 ∈ (𝑆 LMHom 𝑇) ∧ 𝐹 ∈ (𝑆 NGHom 𝑇)))) | ||
| Theorem | nmhmrcl1 24663 | Reverse closure for a normed module homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝑆 ∈ NrmMod) | ||
| Theorem | nmhmrcl2 24664 | Reverse closure for a normed module homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝑇 ∈ NrmMod) | ||
| Theorem | nmhmlmhm 24665 | A normed module homomorphism is a left module homomorphism (a linear operator). (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝐹 ∈ (𝑆 LMHom 𝑇)) | ||
| Theorem | nmhmnghm 24666 | A normed module homomorphism is a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝐹 ∈ (𝑆 NGHom 𝑇)) | ||
| Theorem | nmhmghm 24667 | A normed module homomorphism is a group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝐹 ∈ (𝑆 GrpHom 𝑇)) | ||
| Theorem | isnmhm2 24668 | A normed module homomorphism is a left module homomorphism with bounded norm (a bounded linear operator). (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ ((𝑆 ∈ NrmMod ∧ 𝑇 ∈ NrmMod ∧ 𝐹 ∈ (𝑆 LMHom 𝑇)) → (𝐹 ∈ (𝑆 NMHom 𝑇) ↔ (𝑁‘𝐹) ∈ ℝ)) | ||
| Theorem | nmhmcl 24669 | A normed module homomorphism has a real operator norm. (Contributed by Mario Carneiro, 18-Oct-2015.) |
| ⊢ 𝑁 = (𝑆 normOp 𝑇) ⇒ ⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → (𝑁‘𝐹) ∈ ℝ) | ||
| Theorem | idnmhm 24670 | The identity operator is a bounded linear operator. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑉 = (Base‘𝑆) ⇒ ⊢ (𝑆 ∈ NrmMod → ( I ↾ 𝑉) ∈ (𝑆 NMHom 𝑆)) | ||
| Theorem | 0nmhm 24671 | The zero operator is a bounded linear operator. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ 𝑉 = (Base‘𝑆) & ⊢ 0 = (0g‘𝑇) & ⊢ 𝐹 = (Scalar‘𝑆) & ⊢ 𝐺 = (Scalar‘𝑇) ⇒ ⊢ ((𝑆 ∈ NrmMod ∧ 𝑇 ∈ NrmMod ∧ 𝐹 = 𝐺) → (𝑉 × { 0 }) ∈ (𝑆 NMHom 𝑇)) | ||
| Theorem | nmhmco 24672 | The composition of bounded linear operators is a bounded linear operator. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ ((𝐹 ∈ (𝑇 NMHom 𝑈) ∧ 𝐺 ∈ (𝑆 NMHom 𝑇)) → (𝐹 ∘ 𝐺) ∈ (𝑆 NMHom 𝑈)) | ||
| Theorem | nmhmplusg 24673 | The sum of two bounded linear operators is bounded linear. (Contributed by Mario Carneiro, 20-Oct-2015.) |
| ⊢ + = (+g‘𝑇) ⇒ ⊢ ((𝐹 ∈ (𝑆 NMHom 𝑇) ∧ 𝐺 ∈ (𝑆 NMHom 𝑇)) → (𝐹 ∘f + 𝐺) ∈ (𝑆 NMHom 𝑇)) | ||
| Theorem | qtopbaslem 24674 | The set of open intervals with endpoints in a subset forms a basis for a topology. (Contributed by Mario Carneiro, 17-Jun-2014.) |
| ⊢ 𝑆 ⊆ ℝ* ⇒ ⊢ ((,) “ (𝑆 × 𝑆)) ∈ TopBases | ||
| Theorem | qtopbas 24675 | The set of open intervals with rational endpoints forms a basis for a topology. (Contributed by NM, 8-Mar-2007.) |
| ⊢ ((,) “ (ℚ × ℚ)) ∈ TopBases | ||
| Theorem | retopbas 24676 | A basis for the standard topology on the reals. (Contributed by NM, 6-Feb-2007.) (Proof shortened by Mario Carneiro, 17-Jun-2014.) |
| ⊢ ran (,) ∈ TopBases | ||
| Theorem | retop 24677 | The standard topology on the reals. (Contributed by FL, 4-Jun-2007.) |
| ⊢ (topGen‘ran (,)) ∈ Top | ||
| Theorem | uniretop 24678 | The underlying set of the standard topology on the reals is the reals. (Contributed by FL, 4-Jun-2007.) |
| ⊢ ℝ = ∪ (topGen‘ran (,)) | ||
| Theorem | retopon 24679 | The standard topology on the reals is a topology on the reals. (Contributed by Mario Carneiro, 28-Aug-2015.) |
| ⊢ (topGen‘ran (,)) ∈ (TopOn‘ℝ) | ||
| Theorem | retps 24680 | The standard topological space on the reals. (Contributed by NM, 19-Oct-2012.) |
| ⊢ 𝐾 = {〈(Base‘ndx), ℝ〉, 〈(TopSet‘ndx), (topGen‘ran (,))〉} ⇒ ⊢ 𝐾 ∈ TopSp | ||
| Theorem | iooretop 24681 | Open intervals are open sets of the standard topology on the reals . (Contributed by FL, 18-Jun-2007.) |
| ⊢ (𝐴(,)𝐵) ∈ (topGen‘ran (,)) | ||
| Theorem | icccld 24682 | Closed intervals are closed sets of the standard topology on ℝ. (Contributed by FL, 14-Sep-2007.) |
| ⊢ ((𝐴 ∈ ℝ ∧ 𝐵 ∈ ℝ) → (𝐴[,]𝐵) ∈ (Clsd‘(topGen‘ran (,)))) | ||
| Theorem | icopnfcld 24683 | Right-unbounded closed intervals are closed sets of the standard topology on ℝ. (Contributed by Mario Carneiro, 17-Feb-2015.) |
| ⊢ (𝐴 ∈ ℝ → (𝐴[,)+∞) ∈ (Clsd‘(topGen‘ran (,)))) | ||
| Theorem | iocmnfcld 24684 | Left-unbounded closed intervals are closed sets of the standard topology on ℝ. (Contributed by Mario Carneiro, 17-Feb-2015.) |
| ⊢ (𝐴 ∈ ℝ → (-∞(,]𝐴) ∈ (Clsd‘(topGen‘ran (,)))) | ||
| Theorem | qdensere 24685 | ℚ is dense in the standard topology on ℝ. (Contributed by NM, 1-Mar-2007.) |
| ⊢ ((cls‘(topGen‘ran (,)))‘ℚ) = ℝ | ||
| Theorem | cnmetdval 24686 | Value of the distance function of the metric space of complex numbers. (Contributed by NM, 9-Dec-2006.) (Revised by Mario Carneiro, 27-Dec-2014.) |
| ⊢ 𝐷 = (abs ∘ − ) ⇒ ⊢ ((𝐴 ∈ ℂ ∧ 𝐵 ∈ ℂ) → (𝐴𝐷𝐵) = (abs‘(𝐴 − 𝐵))) | ||
| Theorem | cnmet 24687 | The absolute value metric determines a metric space on the complex numbers. This theorem provides a link between complex numbers and metrics spaces, making metric space theorems available for use with complex numbers. (Contributed by FL, 9-Oct-2006.) |
| ⊢ (abs ∘ − ) ∈ (Met‘ℂ) | ||
| Theorem | cnxmet 24688 | The absolute value metric is an extended metric. (Contributed by Mario Carneiro, 28-Aug-2015.) |
| ⊢ (abs ∘ − ) ∈ (∞Met‘ℂ) | ||
| Theorem | cnbl0 24689 | Two ways to write the open ball centered at zero. (Contributed by Mario Carneiro, 8-Sep-2015.) |
| ⊢ 𝐷 = (abs ∘ − ) ⇒ ⊢ (𝑅 ∈ ℝ* → (◡abs “ (0[,)𝑅)) = (0(ball‘𝐷)𝑅)) | ||
| Theorem | cnblcld 24690* | Two ways to write the closed ball centered at zero. (Contributed by Mario Carneiro, 8-Sep-2015.) |
| ⊢ 𝐷 = (abs ∘ − ) ⇒ ⊢ (𝑅 ∈ ℝ* → (◡abs “ (0[,]𝑅)) = {𝑥 ∈ ℂ ∣ (0𝐷𝑥) ≤ 𝑅}) | ||
| Theorem | cnfldms 24691 | The complex number field is a metric space. (Contributed by Mario Carneiro, 28-Aug-2015.) |
| ⊢ ℂfld ∈ MetSp | ||
| Theorem | cnfldxms 24692 | The complex number field is a topological space. (Contributed by Mario Carneiro, 28-Aug-2015.) |
| ⊢ ℂfld ∈ ∞MetSp | ||
| Theorem | cnfldtps 24693 | The complex number field is a topological space. (Contributed by Mario Carneiro, 28-Aug-2015.) |
| ⊢ ℂfld ∈ TopSp | ||
| Theorem | cnfldnm 24694 | The norm of the field of complex numbers. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ abs = (norm‘ℂfld) | ||
| Theorem | cnngp 24695 | The complex numbers form a normed group. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ ℂfld ∈ NrmGrp | ||
| Theorem | cnnrg 24696 | The complex numbers form a normed ring. (Contributed by Mario Carneiro, 4-Oct-2015.) |
| ⊢ ℂfld ∈ NrmRing | ||
| Theorem | cnfldtopn 24697 | The topology of the complex numbers. (Contributed by Mario Carneiro, 28-Aug-2015.) |
| ⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 = (MetOpen‘(abs ∘ − )) | ||
| Theorem | cnfldtopon 24698 | The topology of the complex numbers is a topology. (Contributed by Mario Carneiro, 2-Sep-2015.) |
| ⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 ∈ (TopOn‘ℂ) | ||
| Theorem | cnfldtop 24699 | The topology of the complex numbers is a topology. (Contributed by Mario Carneiro, 2-Sep-2015.) |
| ⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 ∈ Top | ||
| Theorem | cnfldhaus 24700 | The topology of the complex numbers is Hausdorff. (Contributed by Mario Carneiro, 8-Sep-2015.) |
| ⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 ∈ Haus | ||
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