Name
Title | ||
|---|---|---|
Evolutionary Approach Based On The Ising Model To Analyze Changes In The Structure Of The It Networks |
Abstract | ||
|---|---|---|
The paper presents a solution based on the Ising model considering the long-term nature of changes taking place in the network infrastructure. It takes into account the individual nature of separate nodes expressed through the parameter of their susceptibility to possible changes. This parameter directly affects the conviction of a given node about the need to change the state in which it is currently to another one, dominating in its environment. Thanks to the introduced modification of the algorithm, modeled processes occurring in IT networks are more peaceful and changes have an evolutionary character. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1007/978-3-030-30440-9_6 | INFORMATION SYSTEMS ARCHITECTURE AND TECHNOLOGY, ISAT 2019, PT I |
Keywords | DocType | Volume |
Ising model, Complex networks, Social networks, Computer networks, IoT, IoE, Phase transitions | Conference | 1050 |
ISSN | Citations | PageRank |
2194-5357 | 0 | 0.34 |
References | Authors | |
0 | 2 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Andrzej Paszkiewicz | 1 | 2 | 5.50 |
| Kamil Iwaniec | 2 | 0 | 0.34 |