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#83 suggests to reformulate the matrix power with explicit intervals.
When interpreting an interval matrix M
as a set of matrices Aᵢ
, and we only require that
M^k ⊇ ⋃ᵢ Aᵢ^k
holds, we can do better: Perform the multiplications symbolically: e.g., in 2D, consider M = [a b; c d]
and write M^k
as a matrix whose entries are polynomials in the original intervals a,b,c,d
. Then in the end evaluate the final polynomials with interval arithmetic.
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