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Type | Label | Description |
---|---|---|
Statement | ||
Theorem | nlmvscn 22301 | The scalar multiplication of a normed module is continuous. Lemma for nrgtrg 22304 and nlmtlm 22308. (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 22302 | 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 22303 | The norm function in the ring module. (Contributed by AV, 9-Oct-2021.) |
⊢ (norm‘𝑅) = (norm‘(ringLMod‘𝑅)) | ||
Theorem | nrgtrg 22304 | A normed ring is a topological ring. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ (𝑅 ∈ NrmRing → 𝑅 ∈ TopRing) | ||
Theorem | nrginvrcnlem 22305* | Lemma for nrginvrcn 22306. Compare this proof with reccn2 14175, 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 22306 | 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 22307 | A normed division ring is a topological division ring. (Contributed by Mario Carneiro, 6-Oct-2015.) |
⊢ ((𝑅 ∈ NrmRing ∧ 𝑅 ∈ DivRing) → 𝑅 ∈ TopDRing) | ||
Theorem | nlmtlm 22308 | A normed module is a topological module. (Contributed by Mario Carneiro, 6-Oct-2015.) |
⊢ (𝑊 ∈ NrmMod → 𝑊 ∈ TopMod) | ||
Theorem | isnvc 22309 | 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 22310 | A normed vector space is a normed module. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ NrmMod) | ||
Theorem | nvclvec 22311 | A normed vector space is a left vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ LVec) | ||
Theorem | nvclmod 22312 | A normed vector space is a left module. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ LMod) | ||
Theorem | isnvc2 22313 | 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 22314 | A normed vector space is a topological vector space. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ (𝑊 ∈ NrmVec → 𝑊 ∈ TopVec) | ||
Theorem | lssnlm 22315 | 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 22316 | 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 22317 | 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 22318 | 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 22319 | The operator norm function. |
class normOp | ||
Syntax | cnghm 22320 | The class of normed group homomorphisms. |
class NGHom | ||
Syntax | cnmhm 22321 | The class of normed module homomorphisms. |
class NMHom | ||
Definition | df-nmo 22322* | 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 22323* | 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 22324* | 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 22325 | 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 22326 | Lemma for normed group homomorphisms. (Contributed by Mario Carneiro, 18-Oct-2015.) |
⊢ Rel dom NGHom | ||
Theorem | reldmnmhm 22327 | Lemma for module homomorphisms. (Contributed by Mario Carneiro, 18-Oct-2015.) |
⊢ Rel dom NMHom | ||
Theorem | nmofval 22328* | 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 22329* | 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 22330* | 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 22331* | 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 22332* | 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 22333 | 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 22334 | 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 22335 | 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 22336 | 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 22337 | 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 22338 | 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 22339 | 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 22340 | 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 22341 | 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 22342 | 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 22343 | 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 22344 | 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 22345* | 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 22346 | Reverse closure for a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → 𝑆 ∈ NrmGrp) | ||
Theorem | nghmrcl2 22347 | Reverse closure for a normed group homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
⊢ (𝐹 ∈ (𝑆 NGHom 𝑇) → 𝑇 ∈ NrmGrp) | ||
Theorem | nghmghm 22348 | 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 22349 | 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 22350 | 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 22351 | 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 22352 | 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 22353 | 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 22354 | 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 22355 | 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 22356 | 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 22357 | 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 22358 | 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 22359 | 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 22360 | 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 22361 | Reverse closure for a normed module homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝑆 ∈ NrmMod) | ||
Theorem | nmhmrcl2 22362 | Reverse closure for a normed module homomorphism. (Contributed by Mario Carneiro, 18-Oct-2015.) |
⊢ (𝐹 ∈ (𝑆 NMHom 𝑇) → 𝑇 ∈ NrmMod) | ||
Theorem | nmhmlmhm 22363 | 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 22364 | 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 22365 | 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 22366 | 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 22367 | 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 22368 | 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 22369 | 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 22370 | 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 22371 | 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 22372 | 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 22373 | 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 22374 | 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 22375 | The standard topology on the reals. (Contributed by FL, 4-Jun-2007.) |
⊢ (topGen‘ran (,)) ∈ Top | ||
Theorem | uniretop 22376 | The underlying set of the standard topology on the reals is the reals. (Contributed by FL, 4-Jun-2007.) |
⊢ ℝ = ∪ (topGen‘ran (,)) | ||
Theorem | retopon 22377 | 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 22378 | 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 22379 | Open intervals are open sets of the standard topology on the reals . (Contributed by FL, 18-Jun-2007.) |
⊢ (𝐴(,)𝐵) ∈ (topGen‘ran (,)) | ||
Theorem | icccld 22380 | 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 22381 | 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 22382 | 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 22383 | ℚ is dense in the standard topology on ℝ. (Contributed by NM, 1-Mar-2007.) |
⊢ ((cls‘(topGen‘ran (,)))‘ℚ) = ℝ | ||
Theorem | cnmetdval 22384 | 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 22385 | 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 22386 | The absolute value metric is an extended metric. (Contributed by Mario Carneiro, 28-Aug-2015.) |
⊢ (abs ∘ − ) ∈ (∞Met‘ℂ) | ||
Theorem | cnbl0 22387 | 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 22388* | 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 22389 | The complex number field is a metric space. (Contributed by Mario Carneiro, 28-Aug-2015.) |
⊢ ℂfld ∈ MetSp | ||
Theorem | cnfldxms 22390 | The complex number field is a topological space. (Contributed by Mario Carneiro, 28-Aug-2015.) |
⊢ ℂfld ∈ ∞MetSp | ||
Theorem | cnfldtps 22391 | The complex number field is a topological space. (Contributed by Mario Carneiro, 28-Aug-2015.) |
⊢ ℂfld ∈ TopSp | ||
Theorem | cnfldnm 22392 | The norm of the field of complex numbers. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ abs = (norm‘ℂfld) | ||
Theorem | cnngp 22393 | The complex numbers form a normed group. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ ℂfld ∈ NrmGrp | ||
Theorem | cnnrg 22394 | The complex numbers form a normed ring. (Contributed by Mario Carneiro, 4-Oct-2015.) |
⊢ ℂfld ∈ NrmRing | ||
Theorem | cnfldtopn 22395 | The topology of the complex numbers. (Contributed by Mario Carneiro, 28-Aug-2015.) |
⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 = (MetOpen‘(abs ∘ − )) | ||
Theorem | cnfldtopon 22396 | The topology of the complex numbers is a topology. (Contributed by Mario Carneiro, 2-Sep-2015.) |
⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 ∈ (TopOn‘ℂ) | ||
Theorem | cnfldtop 22397 | The topology of the complex numbers is a topology. (Contributed by Mario Carneiro, 2-Sep-2015.) |
⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 ∈ Top | ||
Theorem | cnfldhaus 22398 | The topology of the complex numbers is Hausdorff. (Contributed by Mario Carneiro, 8-Sep-2015.) |
⊢ 𝐽 = (TopOpen‘ℂfld) ⇒ ⊢ 𝐽 ∈ Haus | ||
Theorem | zringnrg 22399 | The ring of integers is a normed ring. (Contributed by AV, 13-Jun-2019.) |
⊢ ℤring ∈ NrmRing | ||
Theorem | remetdval 22400 | Value of the distance function of the metric space of real numbers. (Contributed by NM, 16-May-2007.) |
⊢ 𝐷 = ((abs ∘ − ) ↾ (ℝ × ℝ)) ⇒ ⊢ ((𝐴 ∈ ℝ ∧ 𝐵 ∈ ℝ) → (𝐴𝐷𝐵) = (abs‘(𝐴 − 𝐵))) |
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