Banded matrices are special types of matrices characterized by having non-zero elements concentrated around the main diagonal, with all other elements being zero. This structure significantly reduces the amount of storage needed and computational complexity when performing matrix operations, especially in numerical methods such as LU factorization, where the banded structure can lead to more efficient algorithms.
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