let W be an inner product space and let w1 and w2 be vectors in W. suppose ll w1 ll =5^1/2 and ll w2 ll= 4 and the angle between w1 and w2 is pi/3. compute
Answer:
Given w1 and w2 are two vectors in W and
ll w1 ll =51/2______(1)
ll w2 ll =4_________(2)
Angle between w1 and w2=.
To compute
We know that,
"If u1 and u2 are two vectors and be the angle between them, then
= where is angle between w1 and w2
where ∥u1∥=
and ∥u2∥=
1.
(a) <w1,w1> =? ; given ll w1 ll =
using inner product property,
ll w1 ll =
ll w1 ll2 = <w1,w1> (square both sides)
<w1,w1> = ll w1 ll2
= ()2
=(51/2)2 (multiply by 2)
=5
Therefore, <w1,w1> =5
(b) <w2,w2>=? ; given ll w2 ll =4
Using,
ll w2 ll=
squaring both sides we get,
ll w2 ll2 = <w2,w2>
Hence, <w2,w2>= ll w2 ll2
<w2,w2>= (4)2 = 16
Therefore, <w2,w2> = 16
(2)To find <w1, w2>
we know,
= where is angle between w1 and w2
Given, ll w1 ll =
llw2 ll = 4
and =
=
= ( = )
<w1, w2> = () (4) (divide 4 by 2 to eliminate the half)
=2
Therefore, <w1, w2> = 2 ____(3)
(3)
To find <w1+ 2w2, 3w1-w2>.
We know, according to property of inner product.
<αa+βb, γc+δd> = <αa, γc+δd> + <βb, γc+δd>
where α, β, γ and δ are real constants and a,b,c,d are vectors.
Hence, <αa+βb, γc+δd> = α<a, γc+δd> + β<b, γc+δd>
= α(<a, γc> + <a, δd>) + β (<b, γc> + <b, δd>)
= α(γ<a, c> + δ<a, d>) + β (γ<b, c> + δ<b, d>)
=αγ<a, c> + δα<a, d>) + βγ<b, c> + δβ<b, d>)
Here,
<w1+ 2w2, 3w1-w2> = <w1, 3w1-w2> + <2w2, 3w1-w2>
=1<w1, 3w1> + 1<w1, -w2> + 2<w2, 3w1> + 2 <w2, -w2>
=1(3)<w1, w1> + 1(-1)<w1, w2> + 2(3)<w2, w1> + 2(-1) <w2, w2>
Hence,
<w1+ 2w2, 3w1-w2>=
=3<w1, w1> -1<w1, w2> + 6<w2, w1> - 2<w2, w2>
From previous solutions;
<w1, w1> = ll w1 ll2
<w1, w2> = <w2, w1>
<w1+ 2w2, 3w1-w2>
=3 ll w1 ll2 - <w1, w2> + 6<w2, w1> - 2 ll w2 ll2
=3 ll w1 ll2 - <w1, w2> + 6< w1,w2> - 2 ll w2 ll2
=3 ll w1 ll2 + 5< w1,w2> - 2 ll w2 ll2
From (1) , (2) , (3) we have
ll w1 ll = , ll w2 ll = 4, and < w1,w2> = 2
Therefore,
<w1+ 2w2, 3w1-w2> = 3()2 + 5(2)- 2(4)2
= 3(5) + 10 - 2 (16)
= 15+ 10 - 32
=-17+10
Hence, <w1+ 2w2, 3w1-w2> = -17+10
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