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# Properties of Determinants

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In this section, some properties of determinants which simplifies its evaluation by obtaining maximum number of zeros in a row or a column.  These properties are true for determinants of any order.

Property 1:  The value of the determinant remains unchanged if its rows and columns are interchanged.
Verification Let triangle = |(a_1,a_2,a_3),(b_1,b_2,b_3),(c_1,c_2,c_3)|
Expanding along first row, we get
triangle = a_1|(b_2,b_3),(c_2,c_3)| - a_2 |(b_1,b_3),(c_1,c_3)| + a_3 |(b_1,b_2),(c_1,c_2)|
= a_1 (b_2 c_3 – b_3 c_2) – a_2 (b_1 c_3 – b_3 c_1) + a_3 (b_1 c_2 – b_2 c_1)
By interchanging the rows and columns of ∆, we get the determinant
∆_1 = |(a_1,b_1,c_1),(a_2,b_2,c_2),(a_3,b_3,c_3)|
Expanding ∆_1 along first column, we get
∆_1 = a_1 (b_2 c_3 – c_2 b_3) – a_2 (b_1 c_3 – b_3 c_1) + a_3 (b_1 c_2 – b_2 c_1)
Hence ∆ = ∆_1
Remark:  It follows from above property that if A is a square matrix, then det (A) = det (A′), where A′ = transpose of A.

Property 2:  If any two rows (or columns) of a determinant are interchanged, then sign of determinant changes.
Verification Let ∆ =|(a_1,a_2,a_3),(b_1,b_2,b_3),(c_1,c_2,c_3)|
Expanding along first row, we get
∆ = a_1 (b_2 c_3 – b_3 c_2) – a_2 (b_1 c_3 – b_3 c_1) + a_3 (b_1 c_2 – b_2 c_1)
Interchanging first and third rows, the new determinant obtained is given by
∆_1 = |(c_1,c_2,c_3),(b_1,b_2,b_3),(a_1,a_2,a_3)|
Expanding along third row, we get
∆_1 = a_1 (c_2 b_3 – b_2 c_3) – a_2 (c_1 b_3 – c_3 b_1) + a_3 (b_2 c_1  – b_1 c_2)
= – [a_1 (b_2 c_3 – b_3 c_2) – a_2 (b_1 c_3 – b_3 c_1) + a_3 (b_1 c_2 – b_2 c_1)]
Clearly ∆_1 = – ∆
Similarly, we can verify the result by interchanging any two columns.

Property 3: If any two rows (or columns) of a determinant are identical (all corresponding elements are same), then value of determinant is zero.
Proof:  If we interchange the identical rows (or columns) of the determinant ∆, then ∆ does not change. However, by Property 2, it follows that ∆ has changed its sign
Therefore ∆ = – ∆
or ∆ = 0

Property 4:  If each element of a row (or a column) of a determinant is multiplied by a constant k, then its value gets multiplied by k.
Verification Let ∆ = |(a_1,b_1,c_1 ),(a_2,b_2,c_2),(a_3,b_3,c_3)|
and ∆_1 be the determinant obtained by multiplying the elements of the first row by k. Then
∆_1 = |(ka_1,kb_1,kc_1 ),(a_2,b_2,c_2),(a_3,b_3,c_3)|
Expanding along first row, we get

∆_1 = k a_1 (b_2 c_3 – b_3 c_2) – k b_1 (a_2 c_3 – c_2 a_3) + k c_1 (a_2  b_3 – b_2 a_3)
= k [a_1 (b_2 c_3 – b_3 c_2) – b_1 (a_2 c_3 – c_2 a_3) + c_1 (a_2 b_3 – b_2 a_3)]
= k ∆

Hence  |(ka_1,kb_1,kc_1 ),(a_2,b_2,c_2),(a_3,b_3,c_3)| = k   |(a_1,b_1,c_1 ),(a_2,b_2,c_2),(a_3,b_3,c_3)|

Remarks:
(i) By this property, we can take out any common factor from any one row or any one column of a given determinant.
(ii) If corresponding elements of any two rows (or columns) of a determinant are proportional (in the same ratio), then its value is zero. For example
∆ = |(a_1,a_2,a_3 ),(b_1,b_2,b_3),(ka_1,ka_2,ka_3)| =0   (rows R_1 and R_2 are proportional)

Property 5:  If some or all elements of a row or column of a determinant are expressed as sum of two (or more) terms, then the determinant can be expressed as sum of two (or more) determinants.
For example, |(a_1+lambda_1 , a_2 + lambda_2 , a_3 + lambda_3),(b_1,b_2 ,b_3),(c_1,c_2,c_3)| = |(a_1,a_2,a_3),(b
_1,b_2,b_3), (c_1,c_2,c_3)| + |(lambda_1,lambda_2,lambda_3),( b_1,b_2,b_3), (c_1,c_2,c_3)|

Verification L.H.S.

=  |(a_1+lambda_1 , a_2 + lambda_2 , a_3 + lambda_3),(b_1,b_2 ,b_3),(c_1,c_2,c_3)|

Expanding the determinants along the first row, we get

∆ = (a_1 + λ_1) (b_2 c_3 – c_2 b_3) – (a_2 + λ_2) (b_1 c_3 – b_3 c_1) + (a_3 + λ_3) (b_1 c_2 – b_2 c_1)
= a_1 (b_2 c_3 – c_2 b_3) – a_2 (b_1 c_3 – b_3 c_1) + a_3 (b_1 c_2 – b_2 c_1) + λ_1 (b_2 c_3 – c_2 b_3) – λ_2 (b_1 c_3 – b_3 c_1) + λ_3 (b_1 c_2 – b_2 c_1)  (by arranging terms)

= |(a_1,a_2,a_3),(b_1,b_2,b_3),(c_1,c_2,c_3)| + |(lambda_1,lambda_2,lambda_3),(b_1,b_2,b_3),(c_1,c_2,c_3)| = R.H.S.

Property 6:  If, to each element of any row or column of a determinant, the equimultiples of corresponding elements of other row (or column) are added, then value of determinant remains the same, i.e., the value of determinant remain same if we apply the operation R_i  → R_i + kR_j or C_i → C_i + kC_j.
Verification Let
∆ = |(a_1,a_2,a_3),(b_1,b_2,b_3),(c_1,c_2,c_3)| and

∆_1 = |((a_1 +kc_1),(a_2+kc_2),(a_3 + kc_3)),(b_1,b_2,b_3),(c_1,c_2,c_3)|,

where ∆_1 is obtained by the operation R_1 → R_1 + kR_3 . Here, we have multiplied the elements of the third row (R_3) by a constant k and added them to the corresponding elements of the first row (R_1).

Symbolically, we write this operation as R_1 → R_1 + k R_3.
Now, again ∆_1 = |(a_1,a_2,a_3),(b_1,b_2,b_3),(c_1,c_2,c_3)| + |(kc_1,kc_2,kc_3),(b_1,b_2,b_3),(c_1,c_2,c_3)| (Using Property 5)
= ∆ + 0 (since R_1 and R_3 are proportional)
Hence ∆ = ∆_1

Remarks:
(i) If ∆1 is the determinant obtained by applying R_i → kR_i or C_i → kC_i to the determinant ∆, then ∆_1 = k∆.

(ii) If more than one operation like R_i → R_i + kR_j is done in one step, care should be taken to see that a row that is affected in one operation should not be used in another operation. A similar remark applies to column operations.

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Determinants Part 2- Properties of determinants [00:37:50]
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