WEEK-06

Consider a scale-free network with a power-law degree distribution, where the degree exponent is exactly the mean between 2 and 3. The network starts with 1000 nodes, where some nodes have exactly 2 connections and others have more than 2 connections. After some time, the number of nodes grows to be 10 times bigger, and now the minimum degree is 4. By what percentage did kmax grow from the initial network to the larger network?
  1. kmax grows by approximately 100%.
  2. kmax decreases by approximately 100%.
  3. kmax grows by approximately 200%.
  4. kmax decreases by approximately 200%.
  5. None of the above
Original idea by: Thaysa Bello

Comentários

  1. Are we to assume that gamma is the same in the larger network?

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  2. We are assuming that the parameter gamma is constant and does not change as the network grows. Although this may not be realistic for real-world networks since the gamma parameter can change as the network grows, this simplification can help to isolate the influence of other variables on the network's properties, allowing us to study their effects on larger networks.

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