Randomized trial explores vector determinants in mathematical frameworks, suggesting new computational tools.
The ARE (Action, Rectification, and Structure) method reorganizes the Leibniz expansion of the determinant via the right action of the cyclic group C_n on S_n, partitioning permutations into orbital classes. This paper introduces the vector determinant D_φ(A) = (G_0,...,Gₙ₋₁) ∈ ℂⁿ, where each mode G_k is the discrete Fourier transform of the orbital sums Λ_r(A). The classicaldeterminant is recovered exactly as the fundamental mode G_0(A) = det(A). The paper establishes multilinearity, Hermitian symmetry, orbital Parseval identity, vector Jacobi and Laplace formulas, vector Hadamard inequality, and a structural impossibility result (incompatibility of polynomial degrees) that prevents identification of orbital modes with circulant eigenvalues. A bilingual computational tool (Python/tkinter) is included.
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Ramón Moya (2026) studied this question.
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