Bootstrap percolation and percolation

Your Name]In summary, bootstrap percolation is a variation of the initial percolation model that was introduced by Joel Spencer in 1979. Both models involve occupying or activating nodes in a network, have a critical threshold for the emergence of a giant component, and have various real-world applications. While the mechanism of activation differs between the two models, there are still results, such as the critical threshold and self-organized criticality, that are valid in both.
  • #1
MiKiDe
I read about bootstrap percolation and I would like to find links and similarities between bootstrap percolation and percolation (the initial model).
I wonder if there is any result in percolation that is still valid in the bootstrap model.
 
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  • #2


Hello,

Thank you for your interest in bootstrap percolation and its relationship to the initial percolation model. Bootstrap percolation is a variation of the percolation model that was introduced by mathematician Joel Spencer in 1979. It has since been studied extensively and has been applied to various fields such as physics, biology, and computer science.

Percolation, on the other hand, is a well-known mathematical model that was first introduced by Broadbent and Hammersley in 1957. It has been extensively studied and has numerous applications in various fields such as physics, chemistry, and sociology.

There are indeed links and similarities between bootstrap percolation and percolation. In fact, bootstrap percolation can be seen as an extension of the initial percolation model. Both models involve the concept of occupying or activating nodes in a network, and both have a critical threshold at which a giant component emerges.

One of the main differences between the two models is the mechanism of activation. In the initial percolation model, nodes are activated randomly, while in bootstrap percolation, nodes are activated based on a predetermined rule. However, there are results in percolation that are still valid in the bootstrap model.

For example, the critical threshold for the emergence of a giant component in bootstrap percolation is the same as in the initial percolation model. This result was first proven by Spencer in 1979 and has since been extended and generalized by other researchers.

Additionally, the concept of self-organized criticality, which is a key aspect of percolation, has also been studied in bootstrap percolation. In particular, it has been shown that bootstrap percolation exhibits self-organized criticality in certain cases.

In conclusion, while bootstrap percolation is a variation of the initial percolation model, there are still many similarities and results that are valid in both models. I hope this helps to answer your question. Please let me know if you have any further inquiries. Thank you.
 

Related to Bootstrap percolation and percolation

What is Bootstrap percolation?

Bootstrap percolation is a mathematical model that describes the spread of an infection or information through a network. It is used to study phenomena such as epidemics, social influence, and the spread of rumors.

What is the difference between Bootstrap percolation and percolation?

Bootstrap percolation and percolation are both models used to study the spread of information or infections. The main difference is that Bootstrap percolation has a threshold, or minimum number of infected nodes, that must be reached for the infection to spread further, while percolation does not have this threshold.

How is Bootstrap percolation used in real-world applications?

Bootstrap percolation has been used to study the spread of diseases, social media influence, and the spread of ideas in a population. It has also been applied in computer science, specifically in the analysis of networks and algorithms.

What are the limitations of Bootstrap percolation?

One limitation of Bootstrap percolation is that it assumes a homogeneous population, meaning that all individuals are equally likely to be infected or influenced. It also does not account for individual behaviors or interactions, which may affect the spread of information or infections in a real-world scenario.

How does Bootstrap percolation relate to other mathematical models?

Bootstrap percolation is closely related to other mathematical models such as epidemic models and diffusion models. It can also be seen as a special case of other percolation models, such as bond percolation or site percolation.

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