Random Process and Linear Algebra: Unit V: Linear Transformation and Inner Product Spaces,,

Inner product spaces - Orthogonal complement, Finite - Dimensional subspace

Problems about Inner product spaces - Orthogonal complement, Finite - Dimensional subspace

(c) Inner product spaces - Orthogonal complement, finite - dimensional subspace.

Problem 1.


Solution :


We can also have



Therefore, we have the solution set which is the required  which can be given as :


Problem 2.

Let S0 = {x0}, where x0 is a nonzero vector in R3. Describe  geometrically. Now suppose that S = {x1, x2} is a linearly independent subset of R3. Describe  geometrically.

Solution :

Let S0 = {x0}, where x0 is a nonzero vector in R3.

Assume x0 as a direction.

Therefore, by definition,  consists of two linearly independent vectors.

A plane, orthogonal to the direction defined by the vector x0, is constructed by span of these two vectors.

Let S = {x1,x2}. Assume that one plane is constructed by spanning of the vectors contained in S.

Therefore, by definition,  consists of a single element. A linear span of this element is a line.

Therefore,  represents a line orthogonal to the plane which can be generated by the linear span of the elements of S.

Problem 3.

Let W1 and W2 be subspaces of a finite-dimensional inner product space.

Prove that 

Solution :

Let W1 and W2 be subspaces of a finite-dimensional inner product space.

To prove that


Proof :


Proceeding in a similar way, we can find that x is an element in  and therefore,



Random Process and Linear Algebra: Unit V: Linear Transformation and Inner Product Spaces,, : Tag: : - Inner product spaces - Orthogonal complement, Finite - Dimensional subspace