Assuming the standard definitions of addition and scalar multiplication, decide whether or not the following sets are vector spaces.Justify your answers by verifying that all properties of a vector space are satisfied or that at least one of the properties fails to hold.(a) The setVof all3×3lower triangular matrices (all entries above the main diagonal are zero).(b) The setVof all2×2matrices whose determinants are 0.

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(a) The set V of all 3×3 matrices is a lower triangular matrix.

(b) It is found that V is not a group under addition. Hence V is not a vector space.

What is the lower triangular matrix?

Matrix of Lower-Triangular Shapes A lower-triangular matrix is one that contains nonzero entries solely on the diagonal and below it.

(a) Let V is a 3×3 lower triangular matrix

If in these cases V belongs to the null matrices as;

[tex]\left[\begin{array}{ccc}0&0&0\\0&0&0\\0&0&0\end{array}\right][/tex]        

A∈V, B∈V,  A-B∈V

[tex]\rm A =\left[\begin{array}{ccc}a_1&0&0\\a_2&a_3&0\\a_4&a_5&a_6\end{array}\right][/tex]

[tex]\rm B =\left[\begin{array}{ccc}b_1&0&0\\b_2&b_3&0\\b_4&b_5&b_6\end{array}\right][/tex]

[tex]\rm A-B =\left[\begin{array}{ccc}a_1-b_1&0&0\\a_2-b_2&a_3-b_3&0\\a_4-b_4&a_5-b_5&a_6-b_6\end{array}\right][/tex]

AB is a lower triangular matrix.

(b) V is a vector space with a 2×2 matrix with the determinant is equal to zero.

[tex]\rm A =\left[\begin{array}{cc}1&1\\1&1&\end{array}\right][/tex]

[tex]\rm B= \left[\begin{array}{cc}1&-1\\-1&1&\end{array}\right][/tex]

det (A)= 1-1 = 0

det (B)=(-1)-(-1)= 0

[tex]\rm A+B =\left[\begin{array}{cc}2&0\\0&2&\end{array}\right][/tex]

det (A+B)= 4

A+B ∉V

It is found that V is not a group under addition . Hence V is not a vector space.

To learn more about the lower triangular matrix refer to the link;

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