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Redundancy analysis using lcm-filtrations: networks, system signature and sensitivity evaluation

2025/05/02 by Fatemeh Mohammadi, Mohammadi, Fatemeh, Eduardo Sáenz‐de‐Cabezón +3
Engineering · #Advanced Optical Network Technologies #Commutative Algebra (math.AC) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Symbolic Computation (cs.SC)

paper · doi:10.48550/arxiv.2505.01416

openalex publication_date 2025/05/02 · openalex created_date 2025/10/16 · openalex updated_date 2026/07/28

Abstract

We introduce the lcm-filtration and stepwise filtration, comparing their performance across various scenarios in terms of computational complexity, efficiency, and redundancy. The lcm-filtration often involves identical steps or ideals, leading to unnecessary computations. To address this, we analyse how stepwise filtration can effectively compute only the non-identical steps, offering a more efficient approach. We compare these filtrations in applications to networks, system signatures, and sensitivity analysis.

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