Let $c_0,c_1,c_2,\dots$ be the sequence defined so...

생성일: 2025년 1월 18일

답변에 사용된 모델 OpenAI 01 Pro by OpenAI01

질문

Let $c_0,c_1,c_2,\dots$ be the sequence defined so that
\[
\frac{1-3x-\sqrt{1-14x+9x^2}}{4} = \sum_{k=0}^\infty c_k x^k
\]
for sufficiently small $x$. For a positive integer $n$, let $A$ be the $n$-by-$n$ matrix with $i,j$-entry $c_{i+j-1}$ for $i$ and $j$ in $\{1,\dots,n\}$. Find the determinant of $A$.

답변

Formulating the problem

I’m mapping out the expression 13x114x+9x24\frac{1 - 3x - \sqrt{1 - 14x + 9x^2}}{4} as a generating function for the sequence ckc_k. The matrix AA has a Toeplitz structure, and I’m aiming to determine its determinant.

Examine relationships

I’m noting the known relationship between the generating function and the determinant of a Toeplitz matrix. Factoring the expression under the square root is next.

Identifying key factors

I’m working through the discriminant for t214t+9=0t^2 - 14t + 9 = 0. This leads to solutions a=7+210a = 7 + 2\sqrt{10} and b=7210b = 7 - 2\sqrt{10}.

Breaking down the expression

I'm thinking through rewriting 13x(1αx)(1βx)4\frac{1 - 3x - \sqrt{(1 - \alpha x)(1 - \beta x)}}{4} in a way that reveals its connection to the generating function.

Pondering strategies

I'm exploring binomial expansion or partial fractions to find a simpler form for the generating function, aiming to express ckc_k in a closed form or use a generalized Chebyshev polynomial approach.

Analyzing coefficients

I’m working through the series expansion of 114x+9x2\sqrt{1 - 14x + 9x^2} and examining if ckc_k fits a linear recurrence. This might lead to identifying a closed form for the Toeplitz determinant.

Confirming the expansion

I’m confirming the expansion of 114x+9x2\sqrt{1 - 14x + 9x^2} and suggesting a rational combination approach to identify potential patterns or recurrence relations for ckc_k.

Reworking the equation

Expanding the terms to address the 114x+9x2\sqrt{1 - 14x + 9x^2} expression, I might identify patterns or recurrence relations for ckc_k.

Isolating terms

I’m rearranging the equation to isolate 114x+9x2\sqrt{1 - 14x + 9x^2}, ultimately confirming the expression simplifies to 8x8x. This step is crucial for further simplification.

Isolating again

I’m reiterating the isolation of 114x+9x2\sqrt{1 - 14x + 9x^2} by equating expressions, leading to the form x2G(x)2G(x)\frac{x - 2 G(x)^2}{G(x)} and verifying with the original definition.

Equating expressions

By isolating terms and equating expressions, I find that G(x)G(x) satisfies a quadratic equation in terms of xx. This leads to further insights into the relationship between the terms.

Examining coefficients

I’m analyzing the coefficients of G(x)G(x) by leveraging convolution and linear recurrence relations. This approach highlights the interplay between ci+j1c_{i+j-1} in the matrix.

Aligning coefficients

I'm aligning coefficients in the expression, noting that for n=0n=0, only c0c_0 contributes, resulting in a value of 0.

Analyzing coefficient patterns

OK, let's break down the coefficients. For n=1n=1, c1c_1 equals 1. For n2n \geq 2, c2c_2 is found using the recurrence relation, leading to c2=5c_2 = 5.

Calculating coefficients

I’m piecing together the coefficients c3c_3 and c4c_4 using the recurrence relation. The ratios don't suggest a straightforward pattern, so I’ll investigate further.

Solving for G(x)

I’m working through the quadratic equation for G(x)G(x) and pinpointing the correct sign for the solution. Calculating the discriminant helps in identifying valid roots.

Expressing G(x)

I’m working through expressing G(x)G(x) using binomial expansions for (1αx)1/2(1 - \alpha x)^{1/2} and (1βx)1/2(1 - \beta x)^{1/2}, ensuring the sums are valid.

Generating new insights

I’m working through the sums and noticing the coefficients don't fit known integer sequences. This suggests the coefficients might be special or have a non-integer ratio.

Piecing together patterns

I’m looking at the differences in the sequence and detailing the sums for dnd_n, noting that c0c_0 being zero simplifies the calculations.

Revisiting the recursion

I’m working through the sum k=1n1ckcnk\sum_{k=1}^{n-1} c_k c_{n-k}, separating cn1c_{n-1} and linking it to dn1d_{n-1} to refine cnc_n's expression.

Validating the formula

I’m confirming the formula for cnc_n by plugging in known values and ensuring the recursion is consistent, especially leveraging the symmetry of the sums for validation.

Polishing the approach

OK, let me see. I’m refining the recurrence by isolating terms and exploring if cnc_n fits a homogeneous linear recurrence of order 3 or 4, considering the generating function's complexity.

Breaking down the expression

I’m trying to reframe the expression 13x114x+9x24\frac{1 - 3x - \sqrt{1 - 14x + 9x^2}}{4} in terms of α\alpha and β\beta, and seeing if it forms a homogeneous linear recurrence.

Crunching specifics

I’m mapping out how the determinant of a Toeplitz matrix, with a symbol tied to the generating function, involves its factorization. This leads to considering formulas for the determinant.

Evaluating determinant patterns

I’m gathering info on any consistent patterns in the determinants for small Toeplitz matrices, specifically focusing on matrices of dimensions 1 and 2.

Calculating determinants

I’m wrapping up the determinants for small Toeplitz matrices by expanding n×nn \times n matrices, specifically working through the steps to compute the determinant for a 3x3 matrix.

Crunching the numbers

OK, let's break this down: calculating minors for the 3x3 matrix to determine a determinant of 1000, with smaller matrices showing a pattern in determinants for n=1n=1 and n=2n=2.

Taking a closer look

I'm mapping out the pattern in determinants: each time, the determinant increases significantly, suggesting a formula like 10n(n1)/210^{n(n-1)/2} might apply. This hypothesis needs further testing.

Piecing together

I’m working through the idea that the determinant formula for a n×nn \times n Toeplitz matrix might be 10n(n1)/210^{n(n-1)/2}. This pattern suggests a significant increase for each nn.

Wrapping up the matrix

I’ve calculated c7c_7 and assembled the 4x4 matrix. Now, I’m thinking about computing the determinant systematically to ensure it aligns with the expected value.

Analyzing determinant approaches

I’m exploring strategies to calculate the determinant of the 4x4 matrix, including partial cofactor expansion and examining the ratio of consecutive principal minors, to ensure it aligns with the expected value.

Testing the pattern

OK, let me see. I'm examining the determinant pattern for increasing Toeplitz matrices, noticing the ratio of consecutive principal minors aligns with 10n(n1)/210^{n(n-1)/2}. This pattern is quite intriguing.

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