12-240/Classnotes for Tuesday October 2: Difference between revisions

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== Subspace ==
== Subspace ==


Remind about the theorem of subspace: a non-empty subset W ⊂ V is a subspace iff is is closed under the operations of V and contain 0 of V
Remind about the theorem of subspace: a non-empty subset W ⊂ V is a subspace iff is is closed under the operations of V and contains 0 of V


Proof:
Proof:
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=> + W is closed under the operations of V.
=> + W is closed under the operations of V.


+ W has a unique identity of addition: <math>\forall\!\,</math> a <math>\in\!\,</math> W: 0 + a = a
+ W has a unique identity of addition: <math>\forall\!\,</math> a <math>\in\!\,</math> W: 0 + a = a


Moreover, a a <math>\in\!\,</math> V. Hence 0 is also identity of addtition of V
Moreover, a a <math>\in\!\,</math> V. Hence 0 is also identity of addtition of V
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Second direction
Second direction


if a non-empty subset W ⊂ V is closed under the operations of V
if a non-empty subset W ⊂ V is closed under the operations of V and contains 0 of V


we need to prove that
we need to prove that W is a vector space over operations of V, hence, and subspace of V.

Namely, we need to show that W satisfies all axioms of a vector space, but now we just consider some axioms and leave the rest to readers.

VS1: Consider <math>\forall\!\,</math> x,y <math>\in\!\,</math> W => a,b <math>\in\!\,</math> V

While V is a vector space

thus x + y = y + x ( and the sum <math>\in\!\,</math> W since W is closed under addition)


== Class Notes ==
== Class Notes ==

Revision as of 12:04, 4 October 2012

The "vitamins" slide we viewed today is here.

Today, the professor introduces more about subspace, linear combination, and related subjects.


Subspace

Remind about the theorem of subspace: a non-empty subset W ⊂ V is a subspace iff is is closed under the operations of V and contains 0 of V

Proof:

First direction:

if a non-empty subset W ⊂ V is a subspace , then W is a vector space over the operations of V .

=> + W is closed under the operations of V.

+ W has a unique identity of addition: a W: 0 + a = a

Moreover, a a V. Hence 0 is also identity of addtition of V


Second direction

if a non-empty subset W ⊂ V is closed under the operations of V and contains 0 of V

we need to prove that W is a vector space over operations of V, hence, and subspace of V.

Namely, we need to show that W satisfies all axioms of a vector space, but now we just consider some axioms and leave the rest to readers.

VS1: Consider x,y W => a,b V

While V is a vector space

thus x + y = y + x ( and the sum W since W is closed under addition)

Class Notes