RESEARCHarXiv CS.LG·5/5/2026
Polynomial-Time Optimal Group Selection via the Double-Commutator Eigenvalue Problem
This paper presents a polynomial-time algorithm for optimal group selection within the algebraic diversity framework, reducing the combinatorial problem to a generalized eigenvalue problem. The method directly constructs the optimal group generator from the minimum eigenvector of the double-commutator matrix.
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