Question #79909

Let P3 be the inner product space of polynomials of degree at most 3 over R with
respect to the inner product
h f ;gi =
Z 1
0
f (x)g(x)dx:
Apply the Gram-Schmidt orthogonalisation process to find an orthonormal basis for
the subspace of P3 generated by the vectors (8)

1

Expert's answer

Answer on Question #79909 – Math – Linear Algebra

Question

Let P3P_3 be the inner product space of polynomials of degree at most 3 over R\mathbb{R} with respect to the inner product 01f(x)g(x)dx\int_0^1 f(x)g(x)dx. Apply the Gram-Schmidt orthogonalisation process to find an orthonormal basis for the subspace of P3P_3 generated by the vectors {12x,2x+6x2,3x2+4x3}\{1 - 2x, 2x + 6x^2, -3x^2 + 4x^3\}

Solution

1. Obviously these vectors are linearly independent.

2.

a. u1=v1=12xu_{1} = v_{1} = \mathbf{1} - 2x

u1,u1=01(14x+4x2)dx=4/34/21=1/3\langle u _ {1}, u _ {1} \rangle = \int_ {0} ^ {1} (1 - 4 x + 4 x ^ {2}) d x = 4 / 3 - 4 / 2 - 1 = 1 / 3


b.


u1,v2=01(12x)(2x+6x2)dx=01(12x3+2x2+2x)dx=12/4+2/3+1=4/3\begin{array}{l} \langle u _ {1}, v _ {2} \rangle = \int_ {0} ^ {1} (1 - 2 x) (2 x + 6 x ^ {2}) d x = \int_ {0} ^ {1} (- 1 2 x ^ {3} + 2 x ^ {2} + 2 x) d x = - 1 2 / 4 + 2 / 3 + 1 = \\ - 4 / 3 \\ \end{array}u2,u2=01(36x472x3+84x248x+16)dx=36/518+2824+16=46/5\langle u _ {2}, u _ {2} \rangle = \int_ {0} ^ {1} (3 6 x ^ {4} - 7 2 x ^ {3} + 8 4 x ^ {2} - 4 8 x + 1 6) d x = 3 6 / 5 - 1 8 + 2 8 - 2 4 + 1 6 = 4 6 / 5u2=v2u1,v2u1,u1u1=2x+6x2+48x=46x+6x2u _ {2} = v _ {2} - \frac {\left\langle u _ {1} , v _ {2} \right\rangle}{\left\langle u _ {1} , u _ {1} \right\rangle} u _ {1} = 2 x + 6 x ^ {2} + 4 - 8 x = 4 - 6 x + 6 x ^ {2}


c.


u1,v3=01(12x)(3x2+4x3)dx=01(8x4+10x33x2)dx=8/5+10/41=1/10\begin{array}{l} \langle u _ {1}, v _ {3} \rangle = \int_ {0} ^ {1} (1 - 2 x) (- 3 x ^ {2} + 4 x ^ {3}) d x = \int_ {0} ^ {1} (- 8 x ^ {4} + 1 0 x ^ {3} - 3 x ^ {2}) d x = - 8 / 5 + 1 0 / 4 - \\ 1 = - 1 / 1 0 \\ \end{array}u2,v3=01(46x+6x2)(3x2+4x3)dx=01(24x542x4+34x312x2)dx=442/5+34/44=2/5+2/4=1/10\begin{array}{l} \langle u _ {2}, v _ {3} \rangle = \int_ {0} ^ {1} (4 - 6 x + 6 x ^ {2}) (- 3 x ^ {2} + 4 x ^ {3}) d x = \int_ {0} ^ {1} (2 4 x ^ {5} - 4 2 x ^ {4} + 3 4 x ^ {3} - 1 2 x ^ {2}) d x = 4 - \\ 4 2 / 5 + 3 4 / 4 - 4 = - 2 / 5 + 2 / 4 = 1 / 1 0 \\ \end{array}u3,u3=01(16x6564/23x5+54141/10580x4+28199/5290x368061/52900x27257/26450x+3481/52900)dx=16/794/23+54141/52900+140995/(252900)22687/529007257/52900+3481/52900=290/161+196351/252900=1759/32200\begin{array}{l} \langle u _ {3}, u _ {3} \rangle = \int_ {0} ^ {1} (1 6 x ^ {6} - 5 6 4 / 2 3 x ^ {5} + 5 4 1 4 1 / 1 0 5 8 0 x ^ {4} + 2 8 1 9 9 / 5 2 9 0 x ^ {3} - \\ 6 8 0 6 1 / 5 2 9 0 0 x ^ {2} - 7 2 5 7 / 2 6 4 5 0 x + 3 4 8 1 / 5 2 9 0 0) d x = 1 6 / 7 - 9 4 / 2 3 + 5 4 1 4 1 / 5 2 9 0 0 + \\ 1 4 0 9 9 5 / (2 * 5 2 9 0 0) - 2 2 6 8 7 / 5 2 9 0 0 - 7 2 5 7 / 5 2 9 0 0 + 3 4 8 1 / 5 2 9 0 0 = - 2 9 0 / 1 6 1 + \\ 1 9 6 3 5 1 / 2 * 5 2 9 0 0 = \mathbf {1 7 5 9} / 3 2 2 0 0 \\ \end{array}u3=v3u1,v3u1,u1u1u2,v3u2,u2u2=3x2+4x3+3/106/10x4/92+6/92xu _ {3} = v _ {3} - \frac {\left\langle u _ {1} , v _ {3} \right\rangle}{\left\langle u _ {1} , u _ {1} \right\rangle} u _ {1} - \frac {\left\langle u _ {2} , v _ {3} \right\rangle}{\left\langle u _ {2} , u _ {2} \right\rangle} u _ {2} = - 3 x ^ {2} + 4 x ^ {3} + 3 / 1 0 - 6 / 1 0 x - 4 / 9 2 + 6 / 9 2 x -6/92x2=59/230123/230x141/46x2+4x36 / 9 2 x ^ {2} = \mathbf {5 9} / 2 3 0 - \mathbf {1 2 3} / 2 3 0 x - \mathbf {1 4 1} / 4 6 x ^ {2} + 4 x ^ {3}

Answer:

b1=3(12x),b2=5/46(46x+6x2),b _ {1} = \sqrt {3} (1 - 2 x), b _ {2} = \sqrt {5 / 4 6} (4 - 6 x + 6 x ^ {2}),b3=805/1759(59/230123/230x141/46x2+4x3).b _ {3} = 8 0 \sqrt {5 / 1 7 5 9} (5 9 / 2 3 0 - 1 2 3 / 2 3 0 x - 1 4 1 / 4 6 x ^ {2} + 4 x ^ {3}).


Answer provided by https://www.AssignmentExpert.com

Need a fast expert's response?

Submit order

and get a quick answer at the best price

for any assignment or question with DETAILED EXPLANATIONS!

LATEST TUTORIALS
APPROVED BY CLIENTS