Question #267254

Proof whether the following operations are inner product operations:

⟨x, y⟩ = 2x1y1 − x1y2 − x2y1 + 2x2y2, x=(x1, x2), y=(y1, y2)



1
Expert's answer
2021-11-22T03:42:38-0500

 x,y⟨x, y⟩ satisfies the following properties:


Linearity:

(ax+by,z)=a(x,z)+b(y,z)(ax+by,z)=a(x,z)+b(y,z)

(ax+by,z)=2(ax1+by1)z1(ax1+by1)z2(ax2+by2)z1+2(ax2+by2)z2=(ax+by,z)= 2(ax_1+by_1)z_1 − (ax_1+by_1)z_2 − (ax_2+by_2)z_1 + 2(ax_2+by_2)z_2=

=a(2x1z1x1z2x2z1+2x2z2)+b(2y1z1y1z2y2z1+2y2z2)=a( 2x_1z_1 − x_1z_2 − x_2z_1 + 2x_2z_2)+b( 2y_1z_1 − y_1z_2 − y_2z_1 + 2y_2z_2)

a(x,z)+b(y,z)=a(2x1z1x1z2x2z1+2x2z2)+b(2y1z1y1z2y2z1+2y2z2)a(x,z)+b(y,z)=a( 2x_1z_1 − x_1z_2 − x_2z_1 + 2x_2z_2)+b( 2y_1z_1 − y_1z_2 − y_2z_1 + 2y_2z_2)


Symmetric Property:

(x,y)=(y,x)(x,y)=(y,x)


Positive Definite Property:

x,x=2x1x1x1x2x2x1+2x2x2=(x1x2)2+x12+x220⟨x, x⟩ = 2x_1x_1 − x_1x_2 − x_2x_1 + 2x_2x_2=(x_1-x_2)^2+x_1^2+x_2^2\ge0


so,

x,y⟨x, y⟩ is inner product


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