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torch.special.shifted_chebyshev_polynomial_u

function shifted_chebyshev_polynomial_u<S extends Shape>(x: Tensor<S, 'float32'>, n: number | Tensor, options?: SpecialPolynomialOptions<S>): Tensor<S, 'float32'>

Computes shifted Chebyshev polynomial of the second kind U*_n(x).

The shifted second kind U*_n(x) = U_n(2x - 1) transforms the domain of the second kind polynomial from [-1, 1] to [0, 1]. Inherits the √(1-x²) weight structure but now applies to [0, 1] directly. Used for:

  • Quantum mechanics on [0, 1]: angular momentum basis functions, radial wave functions
  • Spectral methods with √(x(1-x)) weight: suited for problems with boundary singularities
  • Function approximation where second-kind basis is preferred: derivative approximation, slope control
  • Probability density functions: approximating weighted PDFs on [0, 1]
Un∗(x)=Un(2x−1)x∈[0,1]Boundary: Un∗(0)=(−1)n(n+1),Un∗(1)=n+1Orthogonality: ∫01x(1−x)Um∗(x)Un∗(x)dx={π/2m=n0m≠n\begin{aligned} U^*_n(x) = U_n(2x - 1) \quad x \in [0, 1] \\ \text{Boundary: } U^*_n(0) = (-1)^n(n+1), \quad U^*_n(1) = n+1 \\ \text{Orthogonality: } \int_0^1 \sqrt{x(1-x)} U^*_m(x) U^*_n(x) dx = \begin{cases} \pi/2 & m=n \\ 0 & m \neq n \end{cases} \end{aligned}Un∗​(x)=Un​(2x−1)x∈[0,1]Boundary: Un∗​(0)=(−1)n(n+1),Un∗​(1)=n+1Orthogonality: ∫01​x(1−x)​Um∗​(x)Un∗​(x)dx={π/20​m=nm=n​​
  • Domain [0, 1]: Direct computation avoids manual domain mapping
  • Weight √(x(1-x)): Natural on [0, 1]; transformed from √(1-u²) on [-1, 1]
  • Boundary amplitude: Grows as n+1 at x=1; opposite sign at x=0
  • Same recurrence: Efficient three-term recurrence like standard U_n
  • Different from T*_n: Use when second-kind orthogonality structure is needed
  • Boundary singularities: Weight function vanishes at endpoints; be careful numerically

Parameters

xTensor<S, 'float32'>
Input tensor with values in [0, 1]
nnumber | Tensor
Polynomial degree (non-negative integer). Can be scalar or Tensor
optionsSpecialPolynomialOptions<S>optional
Optional output tensor

Returns

Tensor<S, 'float32'>– Tensor with U*_n(x) values

Examples

// Shifted second kind on [0, 1]
const x = torch.linspace(0, 1, 5);
const U_star_0 = torch.special.shifted_chebyshev_polynomial_u(x, 0);  // [1, 1, 1, 1, 1]
const U_star_1 = torch.special.shifted_chebyshev_polynomial_u(x, 1);  // 4*x - 2
const U_star_2 = torch.special.shifted_chebyshev_polynomial_u(x, 2);  // 16*x^2 - 16*x + 2

// Quantum basis on [0, 1]
const r = torch.linspace(0, 1, 100);  // Radial coordinate [0, 1]
const n_basis = 3;
const basis = torch.special.shifted_chebyshev_polynomial_u(r, n_basis);
// Natural basis for radial functions normalized to [0, 1]

// Boundary behavior comparison
const x_ends = torch.tensor([0.0, 1.0]);
const U_star_ends = torch.special.shifted_chebyshev_polynomial_u(x_ends, 5);
// U*_5(0) = -6, U*_5(1) = 6 (opposite signs at boundaries)

See Also

  • PyTorch torch.special.shifted_chebyshev_polynomial_u()
  • torch.special.shifted_chebyshev_polynomial_t - Shifted first kind
  • torch.special.chebyshev_polynomial_u - Standard second kind on [-1, 1]
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