Linear Algebra - Show that this defines an inner product?

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SUMMARY

The discussion focuses on proving that the expression = 3(x1)(y1) - (x1)(y2) - (x2)(y1) + 3(x2)(y2) defines an inner product. The necessary conditions for an inner product space are outlined, including symmetry, linearity, and positive definiteness. Participants suggest substituting the given formula into the inner product properties to verify compliance with these conditions. A specific example using (x1,x2) = (2,3) and (y1,y2) = (4,5) is provided to illustrate the calculation of the inner product.

PREREQUISITES
  • Understanding of inner product space properties
  • Familiarity with linear algebra concepts
  • Basic knowledge of real number operations
  • Ability to manipulate algebraic expressions
NEXT STEPS
  • Study the properties of inner products in linear algebra
  • Learn about symmetry and linearity in vector spaces
  • Explore examples of inner products in different dimensions
  • Investigate applications of inner products in machine learning
USEFUL FOR

Students of linear algebra, educators teaching vector spaces, and anyone interested in the mathematical foundations of inner products.

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Homework Statement



If x = (x1, x2) and y = (y1, y2)...

Show that <x,y> = 3(x1)(y1) - (x1)(y2) - (x2)(y1) + 3(x2)(y2)

Homework Equations



I know that to define it as an inner product space, the following must be correct:

<x,y> = <y,x>
a<x,y> = <ax,y>
<x,y+z> = <x,y> + <x,z>
<x,x> >/= 0
<x,x> = 0 therefore x=0

The Attempt at a Solution



I have a fair idea what the rules above mean, however I have no clue how to apply it to the question. Help??
 
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Replace each <x, y> with the formula you are given, 3x_1y_1- x_1y_2 - x_2y_1+ 3x_2y_2, and see if they are true.

The first one, <x, y>= <y, x> would become 3x_1y_1- x_1y_2 - x_2y_1+ 3x_2y_2= 3y_1x1- y_1x_2 - y_2x_1+ 3y_2x_2. Is that true?
 
In the definition of the above inner product, x1,2, y1,y2 are ordinary real numbers and (x1)(y1)... are products of these numbers.

What do you get if you exchange x and y? As an example, let be (x1,x2)=(2,3) and (y1,y2)=(4,5). What is the inner product <x,y>?
Now let be (x1,x2)=(4,5) and (y1,y2)=(2,3). What is the inner product now?

ehild
 

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