Calculation methods of transient processes in growing networks with non-linear preferential attachment rule
| Autor: | V. N. Zadorozhnyi, V. A. Badryzlov |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Mathematical optimization
Computer science Stochastic process Numerical analysis Simulation modeling Graph theory 010103 numerical & computational mathematics Preferential attachment 01 natural sciences 010305 fluids & plasmas Nonlinear system 0103 physical sciences Process control Transient (oscillation) 0101 mathematics |
| Zdroj: | 2016 International Siberian Conference on Control and Communications (SIBCON). |
| DOI: | 10.1109/sibcon.2016.7491715 |
| Popis: | The problem of calculating transient processes in growing stochastic networks with non-linear preferential attachment rule is solved. Network growth dynamics equations are derived. Numerical methods for prompt calculation of transient processes in networks and specified network nodes are developed. The examples of the transient processes calculation are given. The proposed methods are confirmed by the results of simulation modeling. The use of developed methods allow to solve the problems of dynamic identification of the growing networks and regulation of the development processes. |
| Databáze: | OpenAIRE |
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