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Linear Algebra, 2020a

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Section I. Complex Vector Spaces 401<br />

With these rules, all of the operations that we’ve used for real vector spaces<br />

carry over unchanged to vector spaces with complex scalars.<br />

2.2 Example Matrix multiplication is the same, although the scalar arithmetic<br />

involves more bookkeeping.<br />

(<br />

)(<br />

)<br />

1 + 1i 2 − 0i 1 + 0i 1 − 0i<br />

i<br />

(<br />

−2 + 3i 3i −i<br />

)<br />

(1 + 1i) · (1 + 0i)+(2 − 0i) · (3i) (1 + 1i) · (1 − 0i)+(2 − 0i) · (−i)<br />

=<br />

(i) · (1 + 0i)+(−2 + 3i) · (3i) (i) · (1 − 0i)+(−2 + 3i) · (−i)<br />

(<br />

)<br />

=<br />

1 + 7i 1 − 1i<br />

−9 − 5i 3 + 3i<br />

We shall carry over unchanged from the previous chapters everything that<br />

we can. For instance, we shall call this<br />

⎛ ⎞ ⎛ ⎞<br />

1 + 0i 0 + 0i<br />

0 + 0i<br />

〈<br />

⎜<br />

⎝<br />

⎟<br />

. ⎠ ,..., 0 + 0i<br />

⎜<br />

⎝<br />

⎟<br />

. ⎠ 〉<br />

0 + 0i 1 + 0i<br />

the standard basis for C n as a vector space over C and again denote it E n .<br />

Another example is that P n will be the vector space of degree n polynomials<br />

with coefficients that are complex.

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