Mutually connected component of networks of networks with replica nodes
Ginestra Bianconi, S. N. Dorogovt︠s︡ev, J. F. F. Mendes
Abstract
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Ginestra Bianconi, S. N. Dorogovt︠s︡ev, J. F. F. Mendes
Abstract
Open-access reader
We describe the emergence of the giant mutually connected component in networks of networks in which each node has a single replica node in any layer and can be interdependent only on its replica nodes in the interdependent layers. We prove that if, in these networks, all the nodes of one network (layer) are interdependent on the nodes of the same other interconnected layer, then, remarkably, the mutually connected component does not depend on the topology of the network of networks. This component coincides with the mutual component of the fully connected network of networks constructed from the same set of layers, i.e., a multiplex network.
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We describe the emergence of the giant mutually connected component in networks of networks in which each node has a single replica node in any layer and can be interdependent only on its replica nodes in the interdependent layers. We prove that if, in these networks, all the nodes of one network (layer) are interdependent on the nodes of the same other interconnected layer, then, remarkably, the mutually connected component does not depend on the topology of the network of networks. This component coincides with the mutual component of the fully connected network of networks constructed from the same set of layers, i.e., a multiplex network.
Key concepts: Replica, Interdependent networks, Connected component, Component (thermodynamics), Node (physics), Giant component, Computer science, Topology (electrical circuits)