If α,β=0, and f(n)=αn+βn and \left| {\matrix{ 3 & {1 + f\left( 1 \right)} & {1 + f\left( 2 \right)} \cr {1 + f\left( 1 \right)} & {1 + f\left( 2 \right)} & {1 + f\left( 3 \right)} \cr {1 + f\left( 2 \right)} & {1 + f\left( 3 \right)} & {1 + f\left( 4 \right)} \cr } } \right|=K(1−α)2(1−β)2(α−β)2, then K is equal to :
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Solution
1. Key Concept: Sum of Powers Determinant and Vandermonde Determinants
This problem involves evaluating a determinant whose elements are sums of powers. A powerful technique for such determinants is to express them as the product of two matrices, typically a matrix and its transpose, where one of these matrices is a Vandermonde matrix.
A Vandermonde determinant for distinct elements x1,x2,…,xn is given by:
V(x1,x2,…,xn)=11⋮1x1x2⋮xnx12x22⋮xn2……⋱…x1n−1x2n−1⋮xnn−1=∏1≤i<j≤n(xj−xi)
For a 3×3 matrix with elements x1,x2,x3, this simplifies to V(x1,x2,x3)=(x2−x1)(x3−x1)(x3−x2).
A key identity for determinants whose elements are sums of powers is:
If D is an n×n determinant with elements Dij=∑k=1mxki+j−2, then D=det(AAT) where A is an n×m matrix with Aik=xki−1.
If m=n, then D=(detA)2, where A is a Vandermonde-like matrix.
2. Step 1: Expressing Elements in Terms of Powers
We are given f(n)=αn+βn. The determinant elements are of the form 1+f(k).
Let's list the elements of the given determinant:
D = \left| {\matrix{ 3 & {1 + f\left( 1 \right)} & {1 + f\left( 2 \right)} \cr {1 + f\left( 1 \right)} & {1 + f\left( 2 \right)} & {1 + f\left( 3 \right)} \cr {1 + f\left( 2 \right)} & {1 + f\left( 3 \right)} & {1 + f\left( 4 \right)} \cr } } \right|
Substitute the definition of f(n):
1+f(1)=1+α1+β1
1+f(2)=1+α2+β2
1+f(3)=1+α3+β3
1+f(4)=1+α4+β4
The first element is a11=3. We can express this as 1+α0+β0=10+α0+β0.
Notice that each element aij in the determinant can be written as 1i+j−2+αi+j−2+βi+j−2.
Let x1=1, x2=α, x3=β. Then aij=x1i+j−2+x2i+j−2+x3i+j−2.
3. Step 2: Recognizing the Determinant as a Matrix Product
The general form Dij=∑k=1nxki+j−2 for an n×n matrix is known to be the determinant of the product of a matrix and its transpose.
Specifically, let A be a matrix defined by its elements Aik=xki−1.
For our 3×3 determinant and variables x1=1,x2=α,x3=β, the matrix A is:
A=x10x11x12x20x21x22x30x31x32=1111αα21ββ2
The transpose of A is:
AT=1111αβ1α2β2
Now, let's compute the product AAT:
AAT=1111αα21ββ21111αβ1α2β2
The element at position (i,j) of AAT is ∑k=13Aik(AT)kj=∑k=13xki−1xkj−1=∑k=13xki+j−2.
Let's verify a few elements:
(AAT)11=1⋅1+1⋅1+1⋅1=3
(AAT)12=1⋅1+1⋅α+1⋅β=1+α+β
(AAT)22=1⋅1+α⋅α+β⋅β=1+α2+β2
This confirms that the given determinant D is equal to det(AAT).
From the property of determinants, det(AAT)=det(A)det(AT).
Since det(AT)=det(A), we have D=(det(A))2.
4. Step 3: Evaluating the Determinant of the Vandermonde Matrix
Now we need to calculate det(A):
det(A)=1111αα21ββ2
This is a Vandermonde determinant with elements 1,α,β (in the order of columns).
Using the formula ∏1≤i<j≤n(xj−xi), with x1=1,x2=α,x3=β, we get:
det(A)=(α−1)(β−1)(β−α)
To explicitly show the calculation:
R2→R2−R1 and R3→R3−R1:
det(A)=1001α−1α2−11β−1β2−1
Expand along the first column:
det(A)=1⋅α−1(α−1)(α+1)β−1(β−1)(β+1)
Factor out (α−1) from the first column and (β−1) from the second column of the 2×2 matrix:
det(A)=(α−1)(β−1)1α+11β+1det(A)=(α−1)(β−1)[(β+1)−(α+1)]det(A)=(α−1)(β−1)(β−α)
5. Step 4: Calculating the Determinant D
We found that D=(det(A))2.
D=[(α−1)(β−1)(β−α)]2
We can rewrite the terms to match the form given in the problem:
(α−1)2=(−(1−α))2=(1−α)2
(β−1)2=(−(1−β))2=(1−β)2
(β−α)2=(−(α−β))2=(α−β)2
Substituting these back into the expression for D:
D=(1−α)2(1−β)2(α−β)2
6. Step 5: Comparing with the Given Expression
The problem states that D=K(1−α)2(1−β)2(α−β)2.
Comparing our derived expression for D with the given expression:
(1−α)2(1−β)2(α−β)2=K(1−α)2(1−β)2(α−β)2
By direct comparison, we find that K=1.
Tips and Common Mistakes:
Recognizing the pattern: The most crucial step is to identify the determinant as a sum of powers, which points to the Vandermonde determinant and the AAT factorization. Look for elements aij that are sums of xki+j−2 or similar power forms.
Vandermonde determinant formula: Remember the formula for a Vandermonde determinant. The order of subtraction matters for the sign, but since we are squaring the determinant in this problem, the sign ultimately doesn't affect the final result for K.
Careful with indexing: Ensure you correctly identify the xk values (here 1,α,β) and the powers (here 0,1,2,…).
Verification: If time permits, try a simple numerical example (e.g., α=2,β=3) to cross-check your determinant calculation. This can quickly reveal errors. For α=2,β=3, D=(1−2)2(1−3)2(2−3)2=(−1)2(−2)2(−1)2=1⋅4⋅1=4. Direct calculation of the determinant in the problem for these values also yields 4, confirming K=1.
7. Summary/Key Takeaway
This problem demonstrates a standard technique for evaluating determinants whose entries are sums of powers. By recognizing the structure aij=∑k=1mxki+j−2, the determinant can be factored as det(AAT), where A is a matrix whose columns are powers of xk. In this specific case, the determinant simplified to the square of a Vandermonde determinant involving 1,α, and β, leading to K=1.