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Theorem List for Metamath Proof Explorer - 37901-38000   *Has distinct variable group(s)
TypeLabelDescription
Statement
 
Theoremlcv2 37901 Covering property of a subspace plus an atom. (chcv2 31597 analog.) (Contributed by NM, 10-Jan-2015.)
𝑆 = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    β‡’   (πœ‘ β†’ (π‘ˆ ⊊ (π‘ˆ βŠ• 𝑄) ↔ π‘ˆπΆ(π‘ˆ βŠ• 𝑄)))
 
Theoremlsatexch 37902 The atom exchange property. Proposition 1(i) of [Kalmbach] p. 140. A version of this theorem was originally proved by Hermann Grassmann in 1862. (atexch 31622 analog.) (Contributed by NM, 10-Jan-2015.)
𝑆 = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &    0 = (0gβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ 𝑄 βŠ† (π‘ˆ βŠ• 𝑅))    &   (πœ‘ β†’ (π‘ˆ ∩ 𝑄) = { 0 })    β‡’   (πœ‘ β†’ 𝑅 βŠ† (π‘ˆ βŠ• 𝑄))
 
Theoremlsatnle 37903 The meet of a subspace and an incomparable atom is the zero subspace. (atnssm0 31617 analog.) (Contributed by NM, 10-Jan-2015.)
0 = (0gβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    β‡’   (πœ‘ β†’ (Β¬ 𝑄 βŠ† π‘ˆ ↔ (π‘ˆ ∩ 𝑄) = { 0 }))
 
Theoremlsatnem0 37904 The meet of distinct atoms is the zero subspace. (atnemeq0 31618 analog.) (Contributed by NM, 10-Jan-2015.)
0 = (0gβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    β‡’   (πœ‘ β†’ (𝑄 β‰  𝑅 ↔ (𝑄 ∩ 𝑅) = { 0 }))
 
Theoremlsatexch1 37905 The atom exch1ange property. (hlatexch1 38255 analog.) (Contributed by NM, 14-Jan-2015.)
βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ 𝑆 ∈ 𝐴)    &   (πœ‘ β†’ 𝑄 βŠ† (𝑆 βŠ• 𝑅))    &   (πœ‘ β†’ 𝑄 β‰  𝑆)    β‡’   (πœ‘ β†’ 𝑅 βŠ† (𝑆 βŠ• 𝑄))
 
Theoremlsatcv0eq 37906 If the sum of two atoms cover the zero subspace, they are equal. (atcv0eq 31620 analog.) (Contributed by NM, 10-Jan-2015.)
0 = (0gβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    β‡’   (πœ‘ β†’ ({ 0 }𝐢(𝑄 βŠ• 𝑅) ↔ 𝑄 = 𝑅))
 
Theoremlsatcv1 37907 Two atoms covering the zero subspace are equal. (atcv1 31621 analog.) (Contributed by NM, 10-Jan-2015.)
0 = (0gβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ π‘ˆπΆ(𝑄 βŠ• 𝑅))    β‡’   (πœ‘ β†’ (π‘ˆ = { 0 } ↔ 𝑄 = 𝑅))
 
Theoremlsatcvatlem 37908 Lemma for lsatcvat 37909. (Contributed by NM, 10-Jan-2015.)
0 = (0gβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ π‘ˆ β‰  { 0 })    &   (πœ‘ β†’ π‘ˆ ⊊ (𝑄 βŠ• 𝑅))    &   (πœ‘ β†’ Β¬ 𝑄 βŠ† π‘ˆ)    β‡’   (πœ‘ β†’ π‘ˆ ∈ 𝐴)
 
Theoremlsatcvat 37909 A nonzero subspace less than the sum of two atoms is an atom. (atcvati 31627 analog.) (Contributed by NM, 10-Jan-2015.)
0 = (0gβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ π‘ˆ β‰  { 0 })    &   (πœ‘ β†’ π‘ˆ ⊊ (𝑄 βŠ• 𝑅))    β‡’   (πœ‘ β†’ π‘ˆ ∈ 𝐴)
 
Theoremlsatcvat2 37910 A subspace covered by the sum of two distinct atoms is an atom. (atcvat2i 31628 analog.) (Contributed by NM, 10-Jan-2015.)
𝑆 = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ 𝑄 β‰  𝑅)    &   (πœ‘ β†’ π‘ˆπΆ(𝑄 βŠ• 𝑅))    β‡’   (πœ‘ β†’ π‘ˆ ∈ 𝐴)
 
Theoremlsatcvat3 37911 A condition implying that a certain subspace is an atom. Part of Lemma 3.2.20 of [PtakPulmannova] p. 68. (atcvat3i 31637 analog.) (Contributed by NM, 11-Jan-2015.)
𝑆 = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ 𝑄 β‰  𝑅)    &   (πœ‘ β†’ Β¬ 𝑅 βŠ† π‘ˆ)    &   (πœ‘ β†’ 𝑄 βŠ† (π‘ˆ βŠ• 𝑅))    β‡’   (πœ‘ β†’ (π‘ˆ ∩ (𝑄 βŠ• 𝑅)) ∈ 𝐴)
 
Theoremislshpcv 37912 Hyperplane properties expressed with covers relation. (Contributed by NM, 11-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    β‡’   (πœ‘ β†’ (π‘ˆ ∈ 𝐻 ↔ (π‘ˆ ∈ 𝑆 ∧ π‘ˆπΆπ‘‰)))
 
Theoreml1cvpat 37913 A subspace covered by the set of all vectors, when summed with an atom not under it, equals the set of all vectors. (1cvrjat 38335 analog.) (Contributed by NM, 11-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ π‘ˆπΆπ‘‰)    &   (πœ‘ β†’ Β¬ 𝑄 βŠ† π‘ˆ)    β‡’   (πœ‘ β†’ (π‘ˆ βŠ• 𝑄) = 𝑉)
 
Theoreml1cvat 37914 Create an atom under an element covered by the lattice unity. Part of proof of Lemma B in [Crawley] p. 112. (1cvrat 38336 analog.) (Contributed by NM, 11-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   πΆ = ( β‹–L β€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝑆)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ 𝑄 β‰  𝑅)    &   (πœ‘ β†’ π‘ˆπΆπ‘‰)    &   (πœ‘ β†’ Β¬ 𝑄 βŠ† π‘ˆ)    β‡’   (πœ‘ β†’ ((𝑄 βŠ• 𝑅) ∩ π‘ˆ) ∈ 𝐴)
 
Theoremlshpat 37915 Create an atom under a hyperplane. Part of proof of Lemma B in [Crawley] p. 112. (lhpat 38903 analog.) TODO: This changes π‘ˆπΆπ‘‰ in l1cvpat 37913 and l1cvat 37914 to π‘ˆ ∈ 𝐻, which in turn change π‘ˆ ∈ 𝐻 in islshpcv 37912 to π‘ˆπΆπ‘‰, with a couple of conversions of span to atom. Seems convoluted. Would a direct proof be better? (Contributed by NM, 11-Jan-2015.)
𝑆 = (LSubSpβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   π΄ = (LSAtomsβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑄 ∈ 𝐴)    &   (πœ‘ β†’ 𝑅 ∈ 𝐴)    &   (πœ‘ β†’ 𝑄 β‰  𝑅)    &   (πœ‘ β†’ Β¬ 𝑄 βŠ† π‘ˆ)    β‡’   (πœ‘ β†’ ((𝑄 βŠ• 𝑅) ∩ π‘ˆ) ∈ 𝐴)
 
21.26.7  Functionals and kernels of a left vector space (or module)
 
Syntaxclfn 37916 Extend class notation with all linear functionals of a left module or left vector space.
class LFnl
 
Definitiondf-lfl 37917* Define the set of all linear functionals (maps from vectors to the ring) of a left module or left vector space. (Contributed by NM, 15-Apr-2014.)
LFnl = (𝑀 ∈ V ↦ {𝑓 ∈ ((Baseβ€˜(Scalarβ€˜π‘€)) ↑m (Baseβ€˜π‘€)) ∣ βˆ€π‘Ÿ ∈ (Baseβ€˜(Scalarβ€˜π‘€))βˆ€π‘₯ ∈ (Baseβ€˜π‘€)βˆ€π‘¦ ∈ (Baseβ€˜π‘€)(π‘“β€˜((π‘Ÿ( ·𝑠 β€˜π‘€)π‘₯)(+gβ€˜π‘€)𝑦)) = ((π‘Ÿ(.rβ€˜(Scalarβ€˜π‘€))(π‘“β€˜π‘₯))(+gβ€˜(Scalarβ€˜π‘€))(π‘“β€˜π‘¦))})
 
Theoremlflset 37918* The set of linear functionals in a left module or left vector space. (Contributed by NM, 15-Apr-2014.) (Revised by Mario Carneiro, 24-Jun-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    Β· = ( ·𝑠 β€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    ⨣ = (+gβ€˜π·)    &    Γ— = (.rβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   (π‘Š ∈ 𝑋 β†’ 𝐹 = {𝑓 ∈ (𝐾 ↑m 𝑉) ∣ βˆ€π‘Ÿ ∈ 𝐾 βˆ€π‘₯ ∈ 𝑉 βˆ€π‘¦ ∈ 𝑉 (π‘“β€˜((π‘Ÿ Β· π‘₯) + 𝑦)) = ((π‘Ÿ Γ— (π‘“β€˜π‘₯)) ⨣ (π‘“β€˜π‘¦))})
 
Theoremislfl 37919* The predicate "is a linear functional". (Contributed by NM, 15-Apr-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    Β· = ( ·𝑠 β€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    ⨣ = (+gβ€˜π·)    &    Γ— = (.rβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   (π‘Š ∈ 𝑋 β†’ (𝐺 ∈ 𝐹 ↔ (𝐺:π‘‰βŸΆπΎ ∧ βˆ€π‘Ÿ ∈ 𝐾 βˆ€π‘₯ ∈ 𝑉 βˆ€π‘¦ ∈ 𝑉 (πΊβ€˜((π‘Ÿ Β· π‘₯) + 𝑦)) = ((π‘Ÿ Γ— (πΊβ€˜π‘₯)) ⨣ (πΊβ€˜π‘¦)))))
 
Theoremlfli 37920 Property of a linear functional. (lnfnli 31281 analog.) (Contributed by NM, 16-Apr-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    Β· = ( ·𝑠 β€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    ⨣ = (+gβ€˜π·)    &    Γ— = (.rβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ 𝑍 ∧ 𝐺 ∈ 𝐹 ∧ (𝑅 ∈ 𝐾 ∧ 𝑋 ∈ 𝑉 ∧ π‘Œ ∈ 𝑉)) β†’ (πΊβ€˜((𝑅 Β· 𝑋) + π‘Œ)) = ((𝑅 Γ— (πΊβ€˜π‘‹)) ⨣ (πΊβ€˜π‘Œ)))
 
Theoremislfld 37921* Properties that determine a linear functional. TODO: use this in place of islfl 37919 when it shortens the proof. (Contributed by NM, 19-Oct-2014.)
(πœ‘ β†’ 𝑉 = (Baseβ€˜π‘Š))    &   (πœ‘ β†’ + = (+gβ€˜π‘Š))    &   (πœ‘ β†’ 𝐷 = (Scalarβ€˜π‘Š))    &   (πœ‘ β†’ Β· = ( ·𝑠 β€˜π‘Š))    &   (πœ‘ β†’ 𝐾 = (Baseβ€˜π·))    &   (πœ‘ β†’ ⨣ = (+gβ€˜π·))    &   (πœ‘ β†’ Γ— = (.rβ€˜π·))    &   (πœ‘ β†’ 𝐹 = (LFnlβ€˜π‘Š))    &   (πœ‘ β†’ 𝐺:π‘‰βŸΆπΎ)    &   ((πœ‘ ∧ (π‘Ÿ ∈ 𝐾 ∧ π‘₯ ∈ 𝑉 ∧ 𝑦 ∈ 𝑉)) β†’ (πΊβ€˜((π‘Ÿ Β· π‘₯) + 𝑦)) = ((π‘Ÿ Γ— (πΊβ€˜π‘₯)) ⨣ (πΊβ€˜π‘¦)))    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    β‡’   (πœ‘ β†’ 𝐺 ∈ 𝐹)
 
Theoremlflf 37922 A linear functional is a function from vectors to scalars. (lnfnfi 31282 analog.) (Contributed by NM, 15-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ 𝑋 ∧ 𝐺 ∈ 𝐹) β†’ 𝐺:π‘‰βŸΆπΎ)
 
Theoremlflcl 37923 A linear functional value is a scalar. (Contributed by NM, 15-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ π‘Œ ∧ 𝐺 ∈ 𝐹 ∧ 𝑋 ∈ 𝑉) β†’ (πΊβ€˜π‘‹) ∈ 𝐾)
 
Theoremlfl0 37924 A linear functional is zero at the zero vector. (lnfn0i 31283 analog.) (Contributed by NM, 16-Apr-2014.) (Revised by Mario Carneiro, 24-Jun-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π‘ = (0gβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ LMod ∧ 𝐺 ∈ 𝐹) β†’ (πΊβ€˜π‘) = 0 )
 
Theoremlfladd 37925 Property of a linear functional. (lnfnaddi 31284 analog.) (Contributed by NM, 18-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    ⨣ = (+gβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ LMod ∧ 𝐺 ∈ 𝐹 ∧ (𝑋 ∈ 𝑉 ∧ π‘Œ ∈ 𝑉)) β†’ (πΊβ€˜(𝑋 + π‘Œ)) = ((πΊβ€˜π‘‹) ⨣ (πΊβ€˜π‘Œ)))
 
Theoremlflsub 37926 Property of a linear functional. (lnfnaddi 31284 analog.) (Contributed by NM, 18-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &   π‘€ = (-gβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &    βˆ’ = (-gβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ LMod ∧ 𝐺 ∈ 𝐹 ∧ (𝑋 ∈ 𝑉 ∧ π‘Œ ∈ 𝑉)) β†’ (πΊβ€˜(𝑋 βˆ’ π‘Œ)) = ((πΊβ€˜π‘‹)𝑀(πΊβ€˜π‘Œ)))
 
Theoremlflmul 37927 Property of a linear functional. (lnfnmuli 31285 analog.) (Contributed by NM, 16-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Γ— = (.rβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &    Β· = ( ·𝑠 β€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ LMod ∧ 𝐺 ∈ 𝐹 ∧ (𝑅 ∈ 𝐾 ∧ 𝑋 ∈ 𝑉)) β†’ (πΊβ€˜(𝑅 Β· 𝑋)) = (𝑅 Γ— (πΊβ€˜π‘‹)))
 
Theoremlfl0f 37928 The zero function is a functional. (Contributed by NM, 16-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   (π‘Š ∈ LMod β†’ (𝑉 Γ— { 0 }) ∈ 𝐹)
 
Theoremlfl1 37929* A nonzero functional has a value of 1 at some argument. (Contributed by NM, 16-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &    1 = (1rβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ 𝐺 ∈ 𝐹 ∧ 𝐺 β‰  (𝑉 Γ— { 0 })) β†’ βˆƒπ‘₯ ∈ 𝑉 (πΊβ€˜π‘₯) = 1 )
 
Theoremlfladdcl 37930 Closure of addition of two functionals. (Contributed by NM, 19-Oct-2014.)
𝑅 = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f + 𝐻) ∈ 𝐹)
 
Theoremlfladdcom 37931 Commutativity of functional addition. (Contributed by NM, 19-Oct-2014.)
𝑅 = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f + 𝐻) = (𝐻 ∘f + 𝐺))
 
Theoremlfladdass 37932 Associativity of functional addition. (Contributed by NM, 19-Oct-2014.)
𝑅 = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    &   (πœ‘ β†’ 𝐼 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((𝐺 ∘f + 𝐻) ∘f + 𝐼) = (𝐺 ∘f + (𝐻 ∘f + 𝐼)))
 
Theoremlfladd0l 37933 Functional addition with the zero functional. (Contributed by NM, 21-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &    0 = (0gβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((𝑉 Γ— { 0 }) ∘f + 𝐺) = 𝐺)
 
Theoremlflnegcl 37934* Closure of the negative of a functional. (This is specialized for the purpose of proving ldualgrp 38005, and we do not define a general operation here.) (Contributed by NM, 22-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΌ = (invgβ€˜π‘…)    &   π‘ = (π‘₯ ∈ 𝑉 ↦ (πΌβ€˜(πΊβ€˜π‘₯)))    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ 𝑁 ∈ 𝐹)
 
Theoremlflnegl 37935* A functional plus its negative is the zero functional. (This is specialized for the purpose of proving ldualgrp 38005, and we do not define a general operation here.) (Contributed by NM, 22-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΌ = (invgβ€˜π‘…)    &   π‘ = (π‘₯ ∈ 𝑉 ↦ (πΌβ€˜(πΊβ€˜π‘₯)))    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &    + = (+gβ€˜π‘…)    &    0 = (0gβ€˜π‘…)    β‡’   (πœ‘ β†’ (𝑁 ∘f + 𝐺) = (𝑉 Γ— { 0 }))
 
Theoremlflvscl 37936 Closure of a scalar product with a functional. Note that this is the scalar product for a right vector space with the scalar after the vector; reversing these fails closure. (Contributed by NM, 9-Oct-2014.) (Revised by Mario Carneiro, 22-Apr-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝑅 ∈ 𝐾)    β‡’   (πœ‘ β†’ (𝐺 ∘f Β· (𝑉 Γ— {𝑅})) ∈ 𝐹)
 
Theoremlflvsdi1 37937 Distributive law for (right vector space) scalar product of functionals. (Contributed by NM, 19-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    + = (+gβ€˜π‘…)    &    Β· = (.rβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((𝐺 ∘f + 𝐻) ∘f Β· (𝑉 Γ— {𝑋})) = ((𝐺 ∘f Β· (𝑉 Γ— {𝑋})) ∘f + (𝐻 ∘f Β· (𝑉 Γ— {𝑋}))))
 
Theoremlflvsdi2 37938 Reverse distributive law for (right vector space) scalar product of functionals. (Contributed by NM, 19-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    + = (+gβ€˜π‘…)    &    Β· = (.rβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ π‘Œ ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f Β· ((𝑉 Γ— {𝑋}) ∘f + (𝑉 Γ— {π‘Œ}))) = ((𝐺 ∘f Β· (𝑉 Γ— {𝑋})) ∘f + (𝐺 ∘f Β· (𝑉 Γ— {π‘Œ}))))
 
Theoremlflvsdi2a 37939 Reverse distributive law for (right vector space) scalar product of functionals. (Contributed by NM, 21-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    + = (+gβ€˜π‘…)    &    Β· = (.rβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ π‘Œ ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f Β· (𝑉 Γ— {(𝑋 + π‘Œ)})) = ((𝐺 ∘f Β· (𝑉 Γ— {𝑋})) ∘f + (𝐺 ∘f Β· (𝑉 Γ— {π‘Œ}))))
 
Theoremlflvsass 37940 Associative law for (right vector space) scalar product of functionals. (Contributed by NM, 19-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    Β· = (.rβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ π‘Œ ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f Β· (𝑉 Γ— {(𝑋 Β· π‘Œ)})) = ((𝐺 ∘f Β· (𝑉 Γ— {𝑋})) ∘f Β· (𝑉 Γ— {π‘Œ})))
 
Theoremlfl0sc 37941 The (right vector space) scalar product of a functional with zero is the zero functional. Note that the first occurrence of (𝑉 Γ— { 0 }) represents the zero scalar, and the second is the zero functional. (Contributed by NM, 7-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &    0 = (0gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f Β· (𝑉 Γ— { 0 })) = (𝑉 Γ— { 0 }))
 
Theoremlflsc0N 37942 The scalar product with the zero functional is the zero functional. (Contributed by NM, 7-Oct-2014.) (New usage is discouraged.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &    0 = (0gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    β‡’   (πœ‘ β†’ ((𝑉 Γ— { 0 }) ∘f Β· (𝑉 Γ— {𝑋})) = (𝑉 Γ— { 0 }))
 
Theoremlfl1sc 37943 The (right vector space) scalar product of a functional with one is the functional. (Contributed by NM, 21-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &    1 = (1rβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ∘f Β· (𝑉 Γ— { 1 })) = 𝐺)
 
Syntaxclk 37944 Extend class notation with the kernel of a functional (set of vectors whose functional value is zero) on a left module or left vector space.
class LKer
 
Definitiondf-lkr 37945* Define the kernel of a functional (set of vectors whose functional value is zero) on a left module or left vector space. (Contributed by NM, 15-Apr-2014.)
LKer = (𝑀 ∈ V ↦ (𝑓 ∈ (LFnlβ€˜π‘€) ↦ (◑𝑓 β€œ {(0gβ€˜(Scalarβ€˜π‘€))})))
 
Theoremlkrfval 37946* The kernel of a functional. (Contributed by NM, 15-Apr-2014.) (Revised by Mario Carneiro, 24-Jun-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   (π‘Š ∈ 𝑋 β†’ 𝐾 = (𝑓 ∈ 𝐹 ↦ (◑𝑓 β€œ { 0 })))
 
Theoremlkrval 37947 Value of the kernel of a functional. (Contributed by NM, 15-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ 𝑋 ∧ 𝐺 ∈ 𝐹) β†’ (πΎβ€˜πΊ) = (◑𝐺 β€œ { 0 }))
 
Theoremellkr 37948 Membership in the kernel of a functional. (elnlfn 31169 analog.) (Contributed by NM, 16-Apr-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ π‘Œ ∧ 𝐺 ∈ 𝐹) β†’ (𝑋 ∈ (πΎβ€˜πΊ) ↔ (𝑋 ∈ 𝑉 ∧ (πΊβ€˜π‘‹) = 0 )))
 
Theoremlkrval2 37949* Value of the kernel of a functional. (Contributed by NM, 15-Apr-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ 𝑋 ∧ 𝐺 ∈ 𝐹) β†’ (πΎβ€˜πΊ) = {π‘₯ ∈ 𝑉 ∣ (πΊβ€˜π‘₯) = 0 })
 
Theoremellkr2 37950 Membership in the kernel of a functional. (Contributed by NM, 12-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ π‘Œ)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    β‡’   (πœ‘ β†’ (𝑋 ∈ (πΎβ€˜πΊ) ↔ (πΊβ€˜π‘‹) = 0 ))
 
Theoremlkrcl 37951 A member of the kernel of a functional is a vector. (Contributed by NM, 16-Apr-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ π‘Œ ∧ 𝐺 ∈ 𝐹 ∧ 𝑋 ∈ (πΎβ€˜πΊ)) β†’ 𝑋 ∈ 𝑉)
 
Theoremlkrf0 37952 The value of a functional at a member of its kernel is zero. (Contributed by NM, 16-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ π‘Œ ∧ 𝐺 ∈ 𝐹 ∧ 𝑋 ∈ (πΎβ€˜πΊ)) β†’ (πΊβ€˜π‘‹) = 0 )
 
Theoremlkr0f 37953 The kernel of the zero functional is the set of all vectors. (Contributed by NM, 17-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LMod ∧ 𝐺 ∈ 𝐹) β†’ ((πΎβ€˜πΊ) = 𝑉 ↔ 𝐺 = (𝑉 Γ— { 0 })))
 
Theoremlkrlss 37954 The kernel of a linear functional is a subspace. (nlelshi 31301 analog.) (Contributed by NM, 16-Apr-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   π‘† = (LSubSpβ€˜π‘Š)    β‡’   ((π‘Š ∈ LMod ∧ 𝐺 ∈ 𝐹) β†’ (πΎβ€˜πΊ) ∈ 𝑆)
 
Theoremlkrssv 37955 The kernel of a linear functional is a set of vectors. (Contributed by NM, 1-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (πΎβ€˜πΊ) βŠ† 𝑉)
 
Theoremlkrsc 37956 The kernel of a nonzero scalar product of a functional equals the kernel of the functional. (Contributed by NM, 9-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΏ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝑅 ∈ 𝐾)    &    0 = (0gβ€˜π·)    &   (πœ‘ β†’ 𝑅 β‰  0 )    β‡’   (πœ‘ β†’ (πΏβ€˜(𝐺 ∘f Β· (𝑉 Γ— {𝑅}))) = (πΏβ€˜πΊ))
 
Theoremlkrscss 37957 The kernel of a scalar product of a functional includes the kernel of the functional. (The inclusion is proper for the zero product and equality otherwise.) (Contributed by NM, 9-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΏ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝑅 ∈ 𝐾)    β‡’   (πœ‘ β†’ (πΏβ€˜πΊ) βŠ† (πΏβ€˜(𝐺 ∘f Β· (𝑉 Γ— {𝑅}))))
 
Theoremeqlkr 37958* Two functionals with the same kernel are the same up to a constant. (Contributed by NM, 18-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΏ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ (𝐺 ∈ 𝐹 ∧ 𝐻 ∈ 𝐹) ∧ (πΏβ€˜πΊ) = (πΏβ€˜π»)) β†’ βˆƒπ‘Ÿ ∈ 𝐾 βˆ€π‘₯ ∈ 𝑉 (π»β€˜π‘₯) = ((πΊβ€˜π‘₯) Β· π‘Ÿ))
 
Theoremeqlkr2 37959* Two functionals with the same kernel are the same up to a constant. (Contributed by NM, 10-Oct-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΏ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ (𝐺 ∈ 𝐹 ∧ 𝐻 ∈ 𝐹) ∧ (πΏβ€˜πΊ) = (πΏβ€˜π»)) β†’ βˆƒπ‘Ÿ ∈ 𝐾 𝐻 = (𝐺 ∘f Β· (𝑉 Γ— {π‘Ÿ})))
 
Theoremeqlkr3 37960 Two functionals with the same kernel are equal if they are equal at any nonzero value. (Contributed by NM, 2-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘† = (Scalarβ€˜π‘Š)    &   π‘… = (Baseβ€˜π‘†)    &    0 = (0gβ€˜π‘†)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    &   (πœ‘ β†’ (πΎβ€˜πΊ) = (πΎβ€˜π»))    &   (πœ‘ β†’ (πΊβ€˜π‘‹) = (π»β€˜π‘‹))    &   (πœ‘ β†’ (πΊβ€˜π‘‹) β‰  0 )    β‡’   (πœ‘ β†’ 𝐺 = 𝐻)
 
Theoremlkrlsp 37961 The subspace sum of a kernel and the span of a vector not in the kernel (by ellkr 37948) is the whole vector space. (Contributed by NM, 19-Apr-2014.)
𝐷 = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π‘‰ = (Baseβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ (𝑋 ∈ 𝑉 ∧ 𝐺 ∈ 𝐹) ∧ (πΊβ€˜π‘‹) β‰  0 ) β†’ ((πΎβ€˜πΊ) βŠ• (π‘β€˜{𝑋})) = 𝑉)
 
Theoremlkrlsp2 37962 The subspace sum of a kernel and the span of a vector not in the kernel is the whole vector space. (Contributed by NM, 12-May-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ (𝑋 ∈ 𝑉 ∧ 𝐺 ∈ 𝐹) ∧ Β¬ 𝑋 ∈ (πΎβ€˜πΊ)) β†’ ((πΎβ€˜πΊ) βŠ• (π‘β€˜{𝑋})) = 𝑉)
 
Theoremlkrlsp3 37963 The subspace sum of a kernel and the span of a vector not in the kernel is the whole vector space. (Contributed by NM, 29-Jun-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ (𝑋 ∈ 𝑉 ∧ 𝐺 ∈ 𝐹) ∧ Β¬ 𝑋 ∈ (πΎβ€˜πΊ)) β†’ (π‘β€˜((πΎβ€˜πΊ) βˆͺ {𝑋})) = 𝑉)
 
Theoremlkrshp 37964 The kernel of a nonzero functional is a hyperplane. (Contributed by NM, 29-Jun-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π» = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ 𝐺 ∈ 𝐹 ∧ 𝐺 β‰  (𝑉 Γ— { 0 })) β†’ (πΎβ€˜πΊ) ∈ 𝐻)
 
Theoremlkrshp3 37965 The kernels of nonzero functionals are hyperplanes. (Contributed by NM, 17-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π» = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((πΎβ€˜πΊ) ∈ 𝐻 ↔ 𝐺 β‰  (𝑉 Γ— { 0 })))
 
Theoremlkrshpor 37966 The kernel of a functional is either a hyperplane or the full vector space. (Contributed by NM, 7-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((πΎβ€˜πΊ) ∈ 𝐻 ∨ (πΎβ€˜πΊ) = 𝑉))
 
Theoremlkrshp4 37967 A kernel is a hyperplane iff it doesn't contain all vectors. (Contributed by NM, 1-Nov-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((πΎβ€˜πΊ) β‰  𝑉 ↔ (πΎβ€˜πΊ) ∈ 𝐻))
 
Theoremlshpsmreu 37968* Lemma for lshpkrex 37977. Show uniqueness of ring multiplier π‘˜ when a vector 𝑋 is broken down into components, one in a hyperplane and the other outside of it . TODO: do we need the cbvrexv 3362 for π‘Ž to 𝑐? (Contributed by NM, 4-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    β‡’   (πœ‘ β†’ βˆƒ!π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ 𝑋 = (𝑦 + (π‘˜ Β· 𝑍)))
 
Theoremlshpkrlem1 37969* Lemma for lshpkrex 37977. The value of tentative functional 𝐺 is zero iff its argument belongs to hyperplane π‘ˆ. (Contributed by NM, 14-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    β‡’   (πœ‘ β†’ (𝑋 ∈ π‘ˆ ↔ (πΊβ€˜π‘‹) = 0 ))
 
Theoremlshpkrlem2 37970* Lemma for lshpkrex 37977. The value of tentative functional 𝐺 is a scalar. (Contributed by NM, 16-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    β‡’   (πœ‘ β†’ (πΊβ€˜π‘‹) ∈ 𝐾)
 
Theoremlshpkrlem3 37971* Lemma for lshpkrex 37977. Defining property of πΊβ€˜π‘‹. (Contributed by NM, 15-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    β‡’   (πœ‘ β†’ βˆƒπ‘§ ∈ π‘ˆ 𝑋 = (𝑧 + ((πΊβ€˜π‘‹) Β· 𝑍)))
 
Theoremlshpkrlem4 37972* Lemma for lshpkrex 37977. Part of showing linearity of 𝐺. (Contributed by NM, 16-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    β‡’   (((πœ‘ ∧ 𝑙 ∈ 𝐾 ∧ 𝑒 ∈ 𝑉) ∧ (𝑣 ∈ 𝑉 ∧ π‘Ÿ ∈ 𝑉 ∧ 𝑠 ∈ 𝑉) ∧ (𝑒 = (π‘Ÿ + ((πΊβ€˜π‘’) Β· 𝑍)) ∧ 𝑣 = (𝑠 + ((πΊβ€˜π‘£) Β· 𝑍)))) β†’ ((𝑙 Β· 𝑒) + 𝑣) = (((𝑙 Β· π‘Ÿ) + 𝑠) + (((𝑙(.rβ€˜π·)(πΊβ€˜π‘’))(+gβ€˜π·)(πΊβ€˜π‘£)) Β· 𝑍)))
 
Theoremlshpkrlem5 37973* Lemma for lshpkrex 37977. Part of showing linearity of 𝐺. (Contributed by NM, 16-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    β‡’   (((πœ‘ ∧ 𝑙 ∈ 𝐾 ∧ 𝑒 ∈ 𝑉) ∧ (𝑣 ∈ 𝑉 ∧ π‘Ÿ ∈ π‘ˆ ∧ (𝑠 ∈ π‘ˆ ∧ 𝑧 ∈ π‘ˆ)) ∧ (𝑒 = (π‘Ÿ + ((πΊβ€˜π‘’) Β· 𝑍)) ∧ 𝑣 = (𝑠 + ((πΊβ€˜π‘£) Β· 𝑍)) ∧ ((𝑙 Β· 𝑒) + 𝑣) = (𝑧 + ((πΊβ€˜((𝑙 Β· 𝑒) + 𝑣)) Β· 𝑍)))) β†’ (πΊβ€˜((𝑙 Β· 𝑒) + 𝑣)) = ((𝑙(.rβ€˜π·)(πΊβ€˜π‘’))(+gβ€˜π·)(πΊβ€˜π‘£)))
 
Theoremlshpkrlem6 37974* Lemma for lshpkrex 37977. Show linearlity of 𝐺. (Contributed by NM, 17-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &    0 = (0gβ€˜π·)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    β‡’   ((πœ‘ ∧ (𝑙 ∈ 𝐾 ∧ 𝑒 ∈ 𝑉 ∧ 𝑣 ∈ 𝑉)) β†’ (πΊβ€˜((𝑙 Β· 𝑒) + 𝑣)) = ((𝑙(.rβ€˜π·)(πΊβ€˜π‘’))(+gβ€˜π·)(πΊβ€˜π‘£)))
 
Theoremlshpkrcl 37975* The set 𝐺 defined by hyperplane π‘ˆ is a linear functional. (Contributed by NM, 17-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    &   πΉ = (LFnlβ€˜π‘Š)    β‡’   (πœ‘ β†’ 𝐺 ∈ 𝐹)
 
Theoremlshpkr 37976* The kernel of functional 𝐺 is the hyperplane defining it. (Contributed by NM, 17-Jul-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘Š)    &   π‘ = (LSpanβ€˜π‘Š)    &    βŠ• = (LSSumβ€˜π‘Š)    &   π» = (LSHypβ€˜π‘Š)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ π‘ˆ ∈ 𝐻)    &   (πœ‘ β†’ 𝑍 ∈ 𝑉)    &   (πœ‘ β†’ (π‘ˆ βŠ• (π‘β€˜{𝑍})) = 𝑉)    &   π· = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = ( ·𝑠 β€˜π‘Š)    &   πΊ = (π‘₯ ∈ 𝑉 ↦ (β„©π‘˜ ∈ 𝐾 βˆƒπ‘¦ ∈ π‘ˆ π‘₯ = (𝑦 + (π‘˜ Β· 𝑍))))    &   πΏ = (LKerβ€˜π‘Š)    β‡’   (πœ‘ β†’ (πΏβ€˜πΊ) = π‘ˆ)
 
Theoremlshpkrex 37977* There exists a functional whose kernel equals a given hyperplane. Part of Th. 1.27 of Barbu and Precupanu, Convexity and Optimization in Banach Spaces. (Contributed by NM, 17-Jul-2014.)
𝐻 = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   ((π‘Š ∈ LVec ∧ π‘ˆ ∈ 𝐻) β†’ βˆƒπ‘” ∈ 𝐹 (πΎβ€˜π‘”) = π‘ˆ)
 
Theoremlshpset2N 37978* The set of all hyperplanes of a left module or left vector space equals the set of all kernels of nonzero functionals. (Contributed by NM, 17-Jul-2014.) (New usage is discouraged.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π» = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   (π‘Š ∈ LVec β†’ 𝐻 = {𝑠 ∣ βˆƒπ‘” ∈ 𝐹 (𝑔 β‰  (𝑉 Γ— { 0 }) ∧ 𝑠 = (πΎβ€˜π‘”))})
 
TheoremislshpkrN 37979* The predicate "is a hyperplane" (of a left module or left vector space). TODO: should it be π‘ˆ = (πΎβ€˜π‘”) or (πΎβ€˜π‘”) = π‘ˆ as in lshpkrex 37977? Both standards seem to be used randomly throughout set.mm; we should decide on a preferred one. (Contributed by NM, 7-Oct-2014.) (New usage is discouraged.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &    0 = (0gβ€˜π·)    &   π» = (LSHypβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΎ = (LKerβ€˜π‘Š)    β‡’   (π‘Š ∈ LVec β†’ (π‘ˆ ∈ 𝐻 ↔ βˆƒπ‘” ∈ 𝐹 (𝑔 β‰  (𝑉 Γ— { 0 }) ∧ π‘ˆ = (πΎβ€˜π‘”))))
 
Theoremlfl1dim 37980* Equivalent expressions for a 1-dim subspace (ray) of functionals. (Contributed by NM, 24-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΏ = (LKerβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ {𝑔 ∈ 𝐹 ∣ (πΏβ€˜πΊ) βŠ† (πΏβ€˜π‘”)} = {𝑔 ∣ βˆƒπ‘˜ ∈ 𝐾 𝑔 = (𝐺 ∘f Β· (𝑉 Γ— {π‘˜}))})
 
Theoremlfl1dim2N 37981* Equivalent expressions for a 1-dim subspace (ray) of functionals. TODO: delete this if not useful; lfl1dim 37980 may be more compatible with lspsn 20606. (Contributed by NM, 24-Oct-2014.) (New usage is discouraged.)
𝑉 = (Baseβ€˜π‘Š)    &   π· = (Scalarβ€˜π‘Š)    &   πΉ = (LFnlβ€˜π‘Š)    &   πΏ = (LKerβ€˜π‘Š)    &   πΎ = (Baseβ€˜π·)    &    Β· = (.rβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LVec)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ {𝑔 ∈ 𝐹 ∣ (πΏβ€˜πΊ) βŠ† (πΏβ€˜π‘”)} = {𝑔 ∈ 𝐹 ∣ βˆƒπ‘˜ ∈ 𝐾 𝑔 = (𝐺 ∘f Β· (𝑉 Γ— {π‘˜}))})
 
21.26.8  Opposite rings and dual vector spaces
 
Syntaxcld 37982 Extend class notation with left dualvector space.
class LDual
 
Definitiondf-ldual 37983* Define the (left) dual of a left vector space (or module) in which the vectors are functionals. In many texts, this is defined as a right vector space, but by reversing the multiplication we achieve a left vector space, as is done in definition of dual vector space in [Holland95] p. 218. This allows to reuse our existing collection of left vector space theorems. The restriction on ∘f (+gβ€˜π‘£) allows it to be a set; see ofmres 7968. Note the operation reversal in the scalar product to allow to use the original scalar ring instead of the oppr ring, for convenience. (Contributed by NM, 18-Oct-2014.)
LDual = (𝑣 ∈ V ↦ ({⟨(Baseβ€˜ndx), (LFnlβ€˜π‘£)⟩, ⟨(+gβ€˜ndx), ( ∘f (+gβ€˜(Scalarβ€˜π‘£)) β†Ύ ((LFnlβ€˜π‘£) Γ— (LFnlβ€˜π‘£)))⟩, ⟨(Scalarβ€˜ndx), (opprβ€˜(Scalarβ€˜π‘£))⟩} βˆͺ {⟨( ·𝑠 β€˜ndx), (π‘˜ ∈ (Baseβ€˜(Scalarβ€˜π‘£)), 𝑓 ∈ (LFnlβ€˜π‘£) ↦ (𝑓 ∘f (.rβ€˜(Scalarβ€˜π‘£))((Baseβ€˜π‘£) Γ— {π‘˜})))⟩}))
 
Theoremldualset 37984* Define the (left) dual of a left vector space (or module) in which the vectors are functionals. In many texts, this is defined as a right vector space, but by reversing the multiplication we achieve a left vector space, as is done in definition of dual vector space in [Holland95] p. 218. This allows to reuse our existing collection of left vector space theorems. Note the operation reversal in the scalar product to allow to use the original scalar ring instead of the oppr ring, for convenience. (Contributed by NM, 18-Oct-2014.)
𝑉 = (Baseβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &    ✚ = ( ∘f + β†Ύ (𝐹 Γ— 𝐹))    &   πΉ = (LFnlβ€˜π‘Š)    &   π· = (LDualβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    Β· = (.rβ€˜π‘…)    &   π‘‚ = (opprβ€˜π‘…)    &    βˆ™ = (π‘˜ ∈ 𝐾, 𝑓 ∈ 𝐹 ↦ (𝑓 ∘f Β· (𝑉 Γ— {π‘˜})))    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    β‡’   (πœ‘ β†’ 𝐷 = ({⟨(Baseβ€˜ndx), 𝐹⟩, ⟨(+gβ€˜ndx), ✚ ⟩, ⟨(Scalarβ€˜ndx), π‘‚βŸ©} βˆͺ {⟨( ·𝑠 β€˜ndx), βˆ™ ⟩}))
 
Theoremldualvbase 37985 The vectors of a dual space are functionals of the original space. (Contributed by NM, 18-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π· = (LDualβ€˜π‘Š)    &   π‘‰ = (Baseβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    β‡’   (πœ‘ β†’ 𝑉 = 𝐹)
 
Theoremldualelvbase 37986 Utility theorem for converting a functional to a vector of the dual space in order to use standard vector theorems. (Contributed by NM, 6-Jan-2015.)
𝐹 = (LFnlβ€˜π‘Š)    &   π· = (LDualβ€˜π‘Š)    &   π‘‰ = (Baseβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ 𝐺 ∈ 𝑉)
 
Theoremldualfvadd 37987 Vector addition in the dual of a vector space. (Contributed by NM, 21-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    ✚ = (+gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    &    ⨣ = ( ∘f + β†Ύ (𝐹 Γ— 𝐹))    β‡’   (πœ‘ β†’ ✚ = ⨣ )
 
Theoremldualvadd 37988 Vector addition in the dual of a vector space. (Contributed by NM, 21-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    ✚ = (+gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 ✚ 𝐻) = (𝐺 ∘f + 𝐻))
 
Theoremldualvaddcl 37989 The value of vector addition in the dual of a vector space is a functional. (Contributed by NM, 21-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π· = (LDualβ€˜π‘Š)    &    + = (+gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝐺 + 𝐻) ∈ 𝐹)
 
Theoremldualvaddval 37990 The value of the value of vector addition in the dual of a vector space. (Contributed by NM, 7-Jan-2015.)
𝑉 = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜π‘…)    &   πΉ = (LFnlβ€˜π‘Š)    &   π· = (LDualβ€˜π‘Š)    &    ✚ = (+gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐻 ∈ 𝐹)    &   (πœ‘ β†’ 𝑋 ∈ 𝑉)    β‡’   (πœ‘ β†’ ((𝐺 ✚ 𝐻)β€˜π‘‹) = ((πΊβ€˜π‘‹) + (π»β€˜π‘‹)))
 
Theoremldualsca 37991 The ring of scalars of the dual of a vector space. (Contributed by NM, 18-Oct-2014.)
𝐹 = (Scalarβ€˜π‘Š)    &   π‘‚ = (opprβ€˜πΉ)    &   π· = (LDualβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ 𝑋)    β‡’   (πœ‘ β†’ 𝑅 = 𝑂)
 
Theoremldualsbase 37992 Base set of scalar ring for the dual of a vector space. (Contributed by NM, 24-Oct-2014.)
𝐹 = (Scalarβ€˜π‘Š)    &   πΏ = (Baseβ€˜πΉ)    &   π· = (LDualβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π·)    &   πΎ = (Baseβ€˜π‘…)    &   (πœ‘ β†’ π‘Š ∈ 𝑉)    β‡’   (πœ‘ β†’ 𝐾 = 𝐿)
 
TheoremldualsaddN 37993 Scalar addition for the dual of a vector space. (Contributed by NM, 24-Oct-2014.) (New usage is discouraged.)
𝐹 = (Scalarβ€˜π‘Š)    &    + = (+gβ€˜πΉ)    &   π· = (LDualβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π·)    &    ✚ = (+gβ€˜π‘…)    &   (πœ‘ β†’ π‘Š ∈ 𝑉)    β‡’   (πœ‘ β†’ ✚ = + )
 
Theoremldualsmul 37994 Scalar multiplication for the dual of a vector space. (Contributed by NM, 19-Oct-2014.) (Revised by Mario Carneiro, 22-Sep-2015.)
𝐹 = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜πΉ)    &    Β· = (.rβ€˜πΉ)    &   π· = (LDualβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π·)    &    βˆ™ = (.rβ€˜π‘…)    &   (πœ‘ β†’ π‘Š ∈ 𝑉)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ π‘Œ ∈ 𝐾)    β‡’   (πœ‘ β†’ (𝑋 βˆ™ π‘Œ) = (π‘Œ Β· 𝑋))
 
Theoremldualfvs 37995* Scalar product operation for the dual of a vector space. (Contributed by NM, 18-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘‰ = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    Γ— = (.rβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    βˆ™ = ( ·𝑠 β€˜π·)    &   (πœ‘ β†’ π‘Š ∈ π‘Œ)    &    Β· = (π‘˜ ∈ 𝐾, 𝑓 ∈ 𝐹 ↦ (𝑓 ∘f Γ— (𝑉 Γ— {π‘˜})))    β‡’   (πœ‘ β†’ βˆ™ = Β· )
 
Theoremldualvs 37996 Scalar product operation value (which is a functional) for the dual of a vector space. (Contributed by NM, 18-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘‰ = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    Γ— = (.rβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    βˆ™ = ( ·𝑠 β€˜π·)    &   (πœ‘ β†’ π‘Š ∈ π‘Œ)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝑋 βˆ™ 𝐺) = (𝐺 ∘f Γ— (𝑉 Γ— {𝑋})))
 
Theoremldualvsval 37997 Value of scalar product operation value for the dual of a vector space. (Contributed by NM, 18-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘‰ = (Baseβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    Γ— = (.rβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    βˆ™ = ( ·𝑠 β€˜π·)    &   (πœ‘ β†’ π‘Š ∈ π‘Œ)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    &   (πœ‘ β†’ 𝐴 ∈ 𝑉)    β‡’   (πœ‘ β†’ ((𝑋 βˆ™ 𝐺)β€˜π΄) = ((πΊβ€˜π΄) Γ— 𝑋))
 
Theoremldualvscl 37998 The scalar product operation value is a functional. (Contributed by NM, 18-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    Β· = ( ·𝑠 β€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝑋 Β· 𝐺) ∈ 𝐹)
 
Theoremldualvaddcom 37999 Commutative law for vector (functional) addition. (Contributed by NM, 17-Jan-2015.)
𝐹 = (LFnlβ€˜π‘Š)    &   π· = (LDualβ€˜π‘Š)    &    + = (+gβ€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐹)    &   (πœ‘ β†’ π‘Œ ∈ 𝐹)    β‡’   (πœ‘ β†’ (𝑋 + π‘Œ) = (π‘Œ + 𝑋))
 
Theoremldualvsass 38000 Associative law for scalar product operation. (Contributed by NM, 20-Oct-2014.)
𝐹 = (LFnlβ€˜π‘Š)    &   π‘… = (Scalarβ€˜π‘Š)    &   πΎ = (Baseβ€˜π‘…)    &    Γ— = (.rβ€˜π‘…)    &   π· = (LDualβ€˜π‘Š)    &    Β· = ( ·𝑠 β€˜π·)    &   (πœ‘ β†’ π‘Š ∈ LMod)    &   (πœ‘ β†’ 𝑋 ∈ 𝐾)    &   (πœ‘ β†’ π‘Œ ∈ 𝐾)    &   (πœ‘ β†’ 𝐺 ∈ 𝐹)    β‡’   (πœ‘ β†’ ((π‘Œ Γ— 𝑋) Β· 𝐺) = (𝑋 Β· (π‘Œ Β· 𝐺)))
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78 7701-7800 79 7801-7900 80 7901-8000 81 8001-8100 82 8101-8200 83 8201-8300 84 8301-8400 85 8401-8500 86 8501-8600 87 8601-8700 88 8701-8800 89 8801-8900 90 8901-9000 91 9001-9100 92 9101-9200 93 9201-9300 94 9301-9400 95 9401-9500 96 9501-9600 97 9601-9700 98 9701-9800 99 9801-9900 100 9901-10000 101 10001-10100 102 10101-10200 103 10201-10300 104 10301-10400 105 10401-10500 106 10501-10600 107 10601-10700 108 10701-10800 109 10801-10900 110 10901-11000 111 11001-11100 112 11101-11200 113 11201-11300 114 11301-11400 115 11401-11500 116 11501-11600 117 11601-11700 118 11701-11800 119 11801-11900 120 11901-12000 121 12001-12100 122 12101-12200 123 12201-12300 124 12301-12400 125 12401-12500 126 12501-12600 127 12601-12700 128 12701-12800 129 12801-12900 130 12901-13000 131 13001-13100 132 13101-13200 133 13201-13300 134 13301-13400 135 13401-13500 136 13501-13600 137 13601-13700 138 13701-13800 139 13801-13900 140 13901-14000 141 14001-14100 142 14101-14200 143 14201-14300 144 14301-14400 145 14401-14500 146 14501-14600 147 14601-14700 148 14701-14800 149 14801-14900 150 14901-15000 151 15001-15100 152 15101-15200 153 15201-15300 154 15301-15400 155 15401-15500 156 15501-15600 157 15601-15700 158 15701-15800 159 15801-15900 160 15901-16000 161 16001-16100 162 16101-16200 163 16201-16300 164 16301-16400 165 16401-16500 166 16501-16600 167 16601-16700 168 16701-16800 169 16801-16900 170 16901-17000 171 17001-17100 172 17101-17200 173 17201-17300 174 17301-17400 175 17401-17500 176 17501-17600 177 17601-17700 178 17701-17800 179 17801-17900 180 17901-18000 181 18001-18100 182 18101-18200 183 18201-18300 184 18301-18400 185 18401-18500 186 18501-18600 187 18601-18700 188 18701-18800 189 18801-18900 190 18901-19000 191 19001-19100 192 19101-19200 193 19201-19300 194 19301-19400 195 19401-19500 196 19501-19600 197 19601-19700 198 19701-19800 199 19801-19900 200 19901-20000 201 20001-20100 202 20101-20200 203 20201-20300 204 20301-20400 205 20401-20500 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268 26701-26800 269 26801-26900 270 26901-27000 271 27001-27100 272 27101-27200 273 27201-27300 274 27301-27400 275 27401-27500 276 27501-27600 277 27601-27700 278 27701-27800 279 27801-27900 280 27901-28000 281 28001-28100 282 28101-28200 283 28201-28300 284 28301-28400 285 28401-28500 286 28501-28600 287 28601-28700 288 28701-28800 289 28801-28900 290 28901-29000 291 29001-29100 292 29101-29200 293 29201-29300 294 29301-29400 295 29401-29500 296 29501-29600 297 29601-29700 298 29701-29800 299 29801-29900 300 29901-30000 301 30001-30100 302 30101-30200 303 30201-30300 304 30301-30400 305 30401-30500 306 30501-30600 307 30601-30700 308 30701-30800 309 30801-30900 310 30901-31000 311 31001-31100 312 31101-31200 313 31201-31300 314 31301-31400 315 31401-31500 316 31501-31600 317 31601-31700 318 31701-31800 319 31801-31900 320 31901-32000 321 32001-32100 322 32101-32200 323 32201-32300 324 32301-32400 325 32401-32500 326 32501-32600 327 32601-32700 328 32701-32800 329 32801-32900 330 32901-33000 331 33001-33100 332 33101-33200 333 33201-33300 334 33301-33400 335 33401-33500 336 33501-33600 337 33601-33700 338 33701-33800 339 33801-33900 340 33901-34000 341 34001-34100 342 34101-34200 343 34201-34300 344 34301-34400 345 34401-34500 346 34501-34600 347 34601-34700 348 34701-34800 349 34801-34900 350 34901-35000 351 35001-35100 352 35101-35200 353 35201-35300 354 35301-35400 355 35401-35500 356 35501-35600 357 35601-35700 358 35701-35800 359 35801-35900 360 35901-36000 361 36001-36100 362 36101-36200 363 36201-36300 364 36301-36400 365 36401-36500 366 36501-36600 367 36601-36700 368 36701-36800 369 36801-36900 370 36901-37000 371 37001-37100 372 37101-37200 373 37201-37300 374 37301-37400 375 37401-37500 376 37501-37600 377 37601-37700 378 37701-37800 379 37801-37900 380 37901-38000 381 38001-38100 382 38101-38200 383 38201-38300 384 38301-38400 385 38401-38500 386 38501-38600 387 38601-38700 388 38701-38800 389 38801-38900 390 38901-39000 391 39001-39100 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