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C - SNAP - Stanford University

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Theorem:<br />

F c(G) is monotonic, and submodular<br />

Proof:<br />

Single cascade c, some edge e=(r,s) of weight. w rs<br />

Show F c(G∪ {e}) – F c(G) ≥ F c(G’∪ {e}) – F C (G’)<br />

Let w .s be max weight in-edge of s in G<br />

Let w’ .s be max weight in-edge of s in G’<br />

Since G ⊆ G’ : w .s ≤ w’ .s and w rs= w’ rs

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