Bianca was helping prepare the decorative flags for the booths at the São João festival, traditionally known as Festa Junina in Brazil. While cutting the flags, she removed the some portions, leaving only triangular shapes. This inspired her to relate the patterns to concepts from her Graph Algorithms course in her Master’s program in Computer Science. 

The figure below presents the decorative flags, which Bianca reimagined as two networks, N1​ and N2, composed of the same number of vertices but with different levels of connectivity. Based on the visual structure of the networks and the concepts of robustness in graphs, choose the correct alternative and help Bianca with her reasoning.



a) Network N1​ ​has the smallest value of the critical threshold fc because of its denser structure.

b) Among the two networks, N1​ requires the largest fraction of node removals to break apart, indicating the highest critical threshold fc.

c) Although network N2 has the smallest critical threshold fc, it is still the most resilient structure and the most prone to spreading failures.

d) The lower average connectivity of network N2 leads to a larger critical threshold fc.

e) None of the above.


Original idea by: Melissa Araújo.

Comentários

  1. I feel that these considerations on f_c work best for large networks. For instance, the Molloy-Reed criterion is for networks with N going to infinity. For small networks such as the ones considered here the conclusions are not so straightforward. Therefore, I prefer to leave this question out.

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