Difference between revisions of "Addition of vector spaces"
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(Created page with " ==Definitions== {| class="wikitable" border="1" |- ! Name ! Expression ! Notes |- !colspan="3" | Finite |- |rowspan="3" | External direct sum | Given <math>V_1,\cdots,V_n...") |
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<math>V_1+V_2+\cdots+V_n</math> | <math>V_1+V_2+\cdots+V_n</math> | ||
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+ | |- | ||
+ | !colspan="3" | For any family of vectors (here {{M|K}} will denote an [[Indexing set|indexing set]] and <math>\mathcal{F}=\left\{V_i|i\in K\right\}</math> (a family of [[Vector space|vector spaces]] over {{M|F}})) | ||
|- | |- | ||
| [[Direct product]] | | [[Direct product]] | ||
− | | | + | | <math>V=\prod_{i\in K}V_i=\left\{\left.f:K\rightarrow\bigcup_{i\in K}V_i\right|f(i)\in V_i\ \forall i\in K\right\}</math> |
− | <math>V=\ | + | | Generalisation of the external direct sum |
+ | |- | ||
+ | |rowspan="3" | [[External direct sum]] | ||
+ | | <math>V=\mathop{\boxplus}_{i\in K}V_i=\left\{\left.f:K\rightarrow\bigcup_{i\in K}V_i\right|f(i)\in V_i\ \forall i\in K,\ f\text{ has finite support}\right\}</math> | ||
+ | | '''Note:''' <br/> | ||
+ | * The alternative notation <math>\bigoplus_{i\in K}^\text{ext}</math> is sometimes used | ||
+ | |- | ||
+ | !colspan="2" | Finite support: | ||
+ | |- | ||
+ | | A function {{M|f}} has finite support if {{M|1=f(i)=0}} for all but finitely many {{M|i\in K}} | ||
+ | | So it is "zero almost everywhere" - the set <math>\{f(i)|f(i)\ne 0\}</math> is finite. | ||
+ | |- | ||
+ | | [[Internal direct sum]] | ||
+ | | <math>V=\bigoplus\mathcal{F}</math> or <math>V=\bigoplus_{i\in I}</math> where the following hold: | ||
+ | # A | ||
+ | # B | ||
|} | |} | ||
Revision as of 10:41, 24 April 2015
Definitions
Name | Expression | Notes |
---|---|---|
Finite | ||
External direct sum | Given V1,⋯,Vn which are vector spaces over the same field F: V=⊞ |
This is the easiest definition, for example \mathbb{R}^n=\mathop{\boxplus}^n_{i=1}\mathbb{R}=\underbrace{\mathbb{R}\boxplus\cdots\boxplus\mathbb{R}}_{n\text{ times}} Operations: (given u,v\in V where u_i and c is a scalar in F)
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Alternative form | ||
V=\mathop{\boxplus}^n_{i=1}V_i=\left\{\left.f:\{1,\cdots,n\}\rightarrow\bigcup_{i=1}^nV_i\right|f(i)\in V_i\ \forall i\in\{1,\cdots,n\}\right\} | Consider the association: (v_1,\cdots,v_n)\mapsto\left[\left.f:\{1,\cdots,n\}\rightarrow\bigcup_{i=1}^nV_i\right|f(i)=v_i\ \forall i\right]
Are isomorphic | |
Sum of vector spaces | Given V_1,\cdots,V_n which are vector subspaces of V \sum^n_{i=1}V_i=\left\{v_1+\cdots+v_n|v_i\in V_i,\ i=1,2,\cdots,n\right\} |
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For any family of vectors (here K will denote an indexing set and \mathcal{F}=\left\{V_i|i\in K\right\} (a family of vector spaces over F)) | ||
Direct product | V=\prod_{i\in K}V_i=\left\{\left.f:K\rightarrow\bigcup_{i\in K}V_i\right|f(i)\in V_i\ \forall i\in K\right\} | Generalisation of the external direct sum |
External direct sum | V=\mathop{\boxplus}_{i\in K}V_i=\left\{\left.f:K\rightarrow\bigcup_{i\in K}V_i\right|f(i)\in V_i\ \forall i\in K,\ f\text{ has finite support}\right\} | Note:
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Finite support: | ||
A function f has finite support if f(i)=0 for all but finitely many i\in K | So it is "zero almost everywhere" - the set \{f(i)|f(i)\ne 0\} is finite. | |
Internal direct sum | V=\bigoplus\mathcal{F} or V=\bigoplus_{i\in I} where the following hold:
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