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Motivated by trying to understand the behavior of the simplex method, Athanasiadis, De Loera and Zhang provided upper and lower bounds on the number of the monotone paths on 3-polytopes. For simple 3-polytopes with vertices, they showed that the number of monotone paths is bounded above by , with being the golden ratio. We improve the result and show that for a larger family of graphs the number is bounded above by for some universal constant . Meanwhile, the best known construction and conjectured extremizer is approximately .

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