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Question

Let p, q and r be three distinct positive real numbers. If \(\rm D = \left| {\begin{array}{*{20}{c}} \rm p&\rm q&\rm r\\ \rm q&\rm r&\rm p\\ \rm r&\rm p&\rm q \end{array}} \right|,\)  then which one of the following is correct?

This question was previously asked in
NDA 2020 GAT Previous Year Paper (06-Sep-2020)
The correct answer is

D < 0

Understanding the Determinant Problem

The question asks us to evaluate the sign of a specific 3x3 determinant, denoted by \( \rm D \). The entries of the determinant are three distinct positive real numbers, p, q, and r. We need to determine if D is less than, greater than, less than or equal to, or greater than or equal to zero.

The determinant given is:

\( \rm D = \left| {\begin{array}{*{20}{c}} \rm p&\rm q&\rm r\\ \rm q&\rm r&\rm p\\ \rm r&\rm p&\rm q \end{array}} \right| \)

Calculating the Determinant D

We can calculate this determinant using the cofactor expansion method. Let's expand along the first row:

\( \rm D = p \left| {\begin{array}{*{20}{c}} \rm r&\rm p\\ \rm p&\rm q \end{array}} \right| - q \left| {\begin{array}{*{20}{c}} \rm q&\rm p\\ \rm r&\rm q \end{array}} \right| + r \left| {\begin{array}{*{20}{c}} \rm q&\rm r\\ \rm r&\rm p \end{array}} \right| \)

Now, we calculate the 2x2 determinants:

  • The first 2x2 determinant is \( \rm (r \times q) - (p \times p) = rq - p^2 \)
  • The second 2x2 determinant is \( \rm (q \times q) - (p \times r) = q^2 - pr \)
  • The third 2x2 determinant is \( \rm (q \times p) - (r \times r) = qp - r^2 \)

Substitute these back into the expression for D:

\( \rm D = p(rq - p^2) - q(q^2 - pr) + r(qp - r^2) \)

Expand and simplify:

\( \rm D = prq - p^3 - q^3 + qpr + rqp - r^3 \)

Combine like terms (note that prq, qpr, and rqp are the same term, pqr):

\( \rm D = pqr - p^3 - q^3 + pqr + pqr - r^3 \)
\( \rm D = 3pqr - p^3 - q^3 - r^3 \)

We can factor out a negative sign to make the expression look more familiar:

\( \rm D = -(p^3 + q^3 + r^3 - 3pqr) \)

Analyzing the Determinant Expression using Algebraic Identity

The expression \( p^3 + q^3 + r^3 - 3pqr \) is related to a common algebraic identity:

\( p^3 + q^3 + r^3 - 3pqr = (p+q+r)(p^2 + q^2 + r^2 - pq - qr - rp) \)

Let's analyze the factors on the right-hand side based on the given information that p, q, and r are distinct positive real numbers.

Factor 1: \( (p+q+r) \)

Since p, q, and r are all positive real numbers, their sum \( p+q+r \) must be positive.

\( p > 0, q > 0, r > 0 \implies p+q+r > 0 \)

Factor 2: \( (p^2 + q^2 + r^2 - pq - qr - rp) \)

This factor can be rewritten by multiplying and dividing by 2:

\( p^2 + q^2 + r^2 - pq - qr - rp = \frac{1}{2}(2p^2 + 2q^2 + 2r^2 - 2pq - 2qr - 2rp) \)

Rearrange the terms:

\( = \frac{1}{2}[(p^2 - 2pq + q^2) + (q^2 - 2qr + r^2) + (r^2 - 2rp + p^2)] \)

Recognize the perfect square trinomials:

\( = \frac{1}{2}[(p-q)^2 + (q-r)^2 + (r-p)^2] \)

Now consider the terms inside the square brackets. Since p, q, and r are real numbers, the squares of the differences, \( (p-q)^2 \), \( (q-r)^2 \), and \( (r-p)^2 \), must be non-negative (greater than or equal to zero).

\( (p-q)^2 \ge 0 \)
\( (q-r)^2 \ge 0 \)
\( (r-p)^2 \ge 0 \)

Furthermore, the problem states that p, q, and r are distinct positive real numbers. This means that \( p \neq q \), \( q \neq r \), and \( r \neq p \). Therefore, the differences \( (p-q) \), \( (q-r) \), and \( (r-p) \) are all non-zero.

Since these differences are non-zero, their squares must be strictly positive:

\( (p-q)^2 > 0 \)
\( (q-r)^2 > 0 \)
\( (r-p)^2 > 0 \)

The sum of these three strictly positive terms, \( (p-q)^2 + (q-r)^2 + (r-p)^2 \), is also strictly positive. Multiplying by \( \frac{1}{2} \) (which is positive) maintains the strict positivity.

\( \frac{1}{2}[(p-q)^2 + (q-r)^2 + (r-p)^2] > 0 \)

So, the second factor \( (p^2 + q^2 + r^2 - pq - qr - rp) \) is strictly positive.

Determining the Sign of D

We have the expression for D:

\( \rm D = -(p^3 + q^3 + r^3 - 3pqr) \)

And we know that:

\( p^3 + q^3 + r^3 - 3pqr = (p+q+r)(p^2 + q^2 + r^2 - pq - qr - rp) \)

We determined that:

  • \( (p+q+r) > 0 \) (sum of positive numbers)
  • \( (p^2 + q^2 + r^2 - pq - qr - rp) > 0 \) (because p, q, r are distinct)

Therefore, their product is strictly positive:

\( p^3 + q^3 + r^3 - 3pqr > 0 \)

Finally, substitute this back into the expression for D:

\( \rm D = -(p^3 + q^3 + r^3 - 3pqr) \)

Since \( (p^3 + q^3 + r^3 - 3pqr) \) is strictly positive, \( \rm D \) must be strictly negative.

\( \rm D < 0 \)

Summary of Determinant Sign

For three distinct positive real numbers p, q, and r, the determinant \( \rm D \) is calculated as \( \rm D = 3pqr - p^3 - q^3 - r^3 = -(p^3 + q^3 + r^3 - 3pqr) \). Using the identity \( p^3 + q^3 + r^3 - 3pqr = (p+q+r)(p^2 + q^2 + r^2 - pq - qr - rp) \) and the fact that p, q, r are distinct, we showed that \( p^3 + q^3 + r^3 - 3pqr > 0 \). Consequently, \( \rm D \) must be less than 0.

Comparing this result with the given options:

  • Option 1: D \( \le \) 0 (Incorrect, D is strictly less than 0)
  • Option 2: D \( < \) 0 (Correct)
  • Option 3: D \( > \) 0 (Incorrect)
  • Option 4: D \( \ge \) 0 (Incorrect, D is strictly less than 0)
Property Value/Sign Reason
p, q, r Distinct positive real numbers Given in the problem
\( p+q+r \) \( > 0 \) Sum of positive numbers is positive
\( (p-q)^2 + (q-r)^2 + (r-p)^2 \) \( > 0 \) Sum of squares of non-zero differences (since p,q,r are distinct) is positive
\( p^2 + q^2 + r^2 - pq - qr - rp \) \( > 0 \) Equal to \( \frac{1}{2}[(p-q)^2 + (q-r)^2 + (r-p)^2] \), which is positive
\( p^3 + q^3 + r^3 - 3pqr \) \( > 0 \) Equal to \( (p+q+r)(p^2 + q^2 + r^2 - pq - qr - rp) \), which is a product of two positive terms
\( \rm D \) \( < 0 \) Equal to \( -(p^3 + q^3 + r^3 - 3pqr) \), which is the negative of a positive term

Revision Table: Determinants and Algebraic Identities

Concept Description Example/Formula
Determinant of a 3x3 Matrix A scalar value calculated from the elements of a square matrix. It provides information about the matrix, such as invertibility. \( \left| {\begin{array}{*{20}{c}} a&b&c\\ d&e&f\\ g&h&i \end{array}} \right| = a(ei-fh) - b(di-fg) + c(dh-eg) \)
Algebraic Identity: \( a^3 + b^3 + c^3 - 3abc \) A fundamental identity relating the sum of cubes and their product. \( a^3 + b^3 + c^3 - 3abc = (a+b+c)(a^2+b^2+c^2-ab-bc-ca) \)
Sum of Squares of Differences The expression \( a^2+b^2+c^2-ab-bc-ca \) can be expressed as half the sum of squares of differences. \( a^2+b^2+c^2-ab-bc-ca = \frac{1}{2}((a-b)^2 + (b-c)^2 + (c-a)^2) \)
Sign of Sum of Squares A sum of squares of real numbers is non-negative. It is strictly positive if at least one term being squared is non-zero. If \( x, y, z \) are real, \( x^2+y^2+z^2 \ge 0 \). If at least one of \( x, y, z \) is non-zero, \( x^2+y^2+z^2 > 0 \).

Additional Information: Cyclical Determinants and related concepts

The determinant in this problem is a special type known as a cyclical or circulant determinant. A basic circulant determinant of order 3 has the form:

\( \left| {\begin{array}{*{20}{c}} a&b&c\\ c&a&b\\ b&c&a \end{array}} \right| \)

The determinant in the problem is slightly different in the second and third rows' arrangement. However, the calculation leads to a form related to \( p^3+q^3+r^3 - 3pqr \).

The expression \( p^3+q^3+r^3 - 3pqr \) is zero if and only if \( p+q+r = 0 \) or \( p^2+q^2+r^2-pq-qr-rp = 0 \). For distinct real numbers, the second condition \( p^2+q^2+r^2-pq-qr-rp = 0 \) is equivalent to \( \frac{1}{2}((p-q)^2 + (q-r)^2 + (r-p)^2) = 0 \), which implies \( p-q=0, q-r=0, r-p=0 \), meaning \( p=q=r \). But the problem states p, q, and r are distinct. Also, since p, q, r are positive, \( p+q+r \) cannot be zero.

Therefore, for distinct positive real numbers p, q, r, the value \( p^3+q^3+r^3 - 3pqr \) is always strictly positive, leading to D being strictly negative.

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