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Stability and Robustness: Reliability in the World of Uncertainty

Stability and Robustness: Reliability in the World of Uncertainty

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Weak edges <strong>and</strong> weak treeDef<strong>in</strong>ition. A spann<strong>in</strong>g tree is a weak tree if it is a MST for somerealization s <strong>of</strong> edge costs. An edge e is a weak edge if it belongsto some weak tree.Theorem.1. A spann<strong>in</strong>g tree t is a weak tree iff it is a MST when <strong>the</strong> costs<strong>of</strong> every edge on this tree corresponds to its lower bounds <strong>and</strong><strong>the</strong> costs <strong>of</strong> o<strong>the</strong>r edges correspond to <strong>the</strong>ir upper bounds.2. Edge e is a weak edge iff <strong>the</strong>re exists a MST us<strong>in</strong>g edge ewhere <strong>the</strong> cost <strong>of</strong> edge e is at its lower bound <strong>and</strong> <strong>the</strong> costs <strong>of</strong><strong>the</strong> rema<strong>in</strong><strong>in</strong>g edges are at <strong>the</strong>ir upper bounds.16/04/2009 Yury Nikul<strong>in</strong>, Sensitivity analysis 19

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