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Linear Algebra - Sebastian Pancratz

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V F V ∗ = L(V, F) <br />

V V ∗ V <br />

V F B = {e1, . . . , en} V <br />

B ∗ = {ε1, . . . , εn} V ∗ B εj(ek) = δjk<br />

n j=1 λjεj = 0 k = 1, . . . , n λk = ( n j=1 λjεj)(ek) = 0 <br />

B∗ ε ∈ V ∗ ε = n j=1 ε(ej)εj B∗ V ∗ ε = n<br />

j=1 ajεj v = n<br />

j=1 xjej <br />

ε(v) =<br />

n<br />

ajxj = ⎛ ⎞<br />

x1<br />

⎜<br />

a1 . . .<br />

<br />

⎟<br />

an ⎝ ⎠ .<br />

j=1<br />

F n n<br />

U ≤ V U ◦ = {ε ∈ V ∗ : ε(u) = 0 ∀u ∈ U} U ◦ U<br />

V ∗ <br />

U ≤ V U ◦ ≤ V ∗ <br />

U ≤ V dim U + dim U ◦ = dim V <br />

<br />

U ≤ V e1, . . . , ek U B = {e1, . . . , ek, . . . , en} <br />

V U ◦ = 〈εk+1, . . . , εn〉 ε1, . . . , εn V ∗ B<br />

i > k εi(ej) = 0 j ≤ k εi ∈ U ◦ ε ∈ U ◦ ε = n<br />

j=1 λjεj <br />

j ≤ k λj = ε(ej) = 0 ε ∈ 〈εk+1, . . . , εn〉<br />

U, V F U α −→ V <br />

V ∗ α∗<br />

−→ U ∗ α∗ (ε) = ε ◦ α ε ∈ V ∗ α<br />

ε ◦ α : U → F α ∗ ∈ U ∗ θ1, θ2 ∈ V ∗ <br />

α ∗ (θ1 + θ2) = (θ1 + θ2) ◦ α<br />

= θ1 ◦ α + θ2 ◦ α<br />

xn

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