Evolving network – simulation study

Evolving network - simulation study. From regular lattice to scale free network

The Watts-Strogatz algorithm of transferring the square lattice to a small world network is modified by introducing preferential rewiring constrained by connectivity demand. The evolution of the network is two-step: sequential preferential rewiring of edges controlled by p and updating the information about changes done. The evolving system self-organizes into stationary states. The topological...

Cooperative Co-Evolving Neural Networks for Robosoccer Simulation

Self-Evolving Network Software

Future network systems with myriads of elements must become selfmanaged: Beyond autoconfiguration, they will have to evolve by themselves as context and elements change and to manage their code base by themselves in a self-organized way. Building such autonomic communication networks requires a radical shift in current network technology. In this paper we discuss the issues involved in network ...

study on vehicular network application and simulation

VANET is an emerging mobile ad hoc network paradigm that facilitates vehicle-to-vehicle and vehicle-to-infrastructure communication. The most important application of the VANET is for driving safety. Road condition-awareness is critical for driving safety. Existing VANETbased systems usually assume drivers detect and report safety related road conditions, which however may be untrue because, dr...

Diversity sustains an evolving network.

We study an evolutionary model of a complex system that evolves under catalytic dynamics and Darwinian selection and exhibits spontaneous growth, stasis and then a collapse of its structure. We find that the typical lifetime of the system increases sharply with the diversity of its components or species. We also find that the prime reason for crashes is a naturally occurring internal fragility ...