Growing multiplex networks
arXiv:1302.7126 · doi:10.1103/PhysRevLett.111.058701
Abstract
We propose a modeling framework for growing multiplexes where a node can belong to different networks. We define new measures for multiplexes and we identify a number of relevant ingredients for modeling their evolution such as the coupling between the different layers and the arrival time distribution of nodes. The topology of the multiplex changes significantly in the different cases under consideration, with effects of the arrival time of nodes on the degree distribution, average shortest paths and interdependence.
5 pages, 3 figures (main text) + 12 pages, 6 figures (appendix)
References in corpus (6)
- Diffusion dynamics on multiplex networks
- Multirelational Organization of Large-scale Social Networks in an Online World
- Statistical Mechanics of Multiplex Ensembles: Entropy and Overlap
- Remote synchronization reveals network symmetries and functional modules
- Transport on coupled spatial networks
- Connect and win: The role of social networks in political elections
Cited by in corpus (89)
- Multilayer Networks
- The structure and dynamics of multilayer networks
- Structural measures for multiplex networks
- Evolutionary games on multilayer networks: A colloquium
- Layer aggregation and reducibility of multilayer interconnected networks
- Contact patterns in a high school: a comparison between data collected using wearable sensors, contact diaries and friendship surveys
- Centrality in Interconnected Multilayer Networks
- Contact-based Social Contagion in Multiplex Networks
- Network robustness of multiplex networks with interlayer degree correlations
- Measuring and modelling correlations in multiplex networks
- Degree mixing in multilayer networks impedes the evolution of cooperation
- Percolation in Multiplex Networks with Overlap
- Chimera states in a multilayer network of coupled and uncoupled neurons
- Network structure of multivariate time series
- Multiplex PageRank
- Identifying modular flows on multilayer networks reveals highly overlapping organization in social systems
- Chimera states in uncoupled neurons induced by a multilayer structure
- Multiple percolation transitions in a configuration model of network of networks
- Pattern formation in multiplex networks
- Coevolution and correlated multiplexity in multiplex networks
- Towards real-world complexity: an introduction to multiplex networks
- Turing patterns in multiplex networks
- A multilayer perspective for the analysis of urban transportation systems
- The new challenges of multiplex networks: measures and models
- Threshold cascades with response heterogeneity in multiplex networks
- Determinants of public cooperation in multiplex networks
- Random walk centrality in interconnected multilayer networks
- Detectability thresholds and optimal algorithms for community structure in dynamic networks
- Characterizing interactions in online social networks during exceptional events
- Interdisciplinary and physics challenges of Network Theory
- Emergence of overlap in ensembles of spatial multiplexes and statistical mechanics of spatial interacting networks ensembles
- Biased imitation in coupled evolutionary games in interdependent networks
- Multimodal urban mobility and multilayer transport networks
- Functional Multiplex PageRank
- Communicability reveals a transition to coordinated behavior in multiplex networks
- Node and layer eigenvector centralities for multiplex networks
- Quantifying layer similarity in multiplex networks: a systematic study
- Emergence of multiplex communities in collaboration networks
- Non-linear growth and condensation in multiplex networks
- Two distinct transitions in spatially embedded multiplex networks
- Multiplex Recurrence Networks
- Emergence of synchronization in multiplex networks of mobile Rössler oscillators
- Strength of weak layers in cascading failures on multiplex networks: case of the international trade network
- Multiplex networks with heterogeneous activities of the nodes
- Multi-layer graph analysis for dynamic social networks
- Layer-switching cost and optimality in information spreading on multiplex networks
- Multilayer Network Science: from Cells to Societies
- Growing Multiplex Networks with Arbitrary Number of Layers
- Correlations between weights and overlap in ensembles of weighted multiplex networks
- Social Bootstrapping: How Pinterest and Last.fm Social Communities Benefit by Borrowing Links from Facebook
- On MultiAspect Graphs
- Interplay between consensus and coherence in a model of interacting opinions
- Layer Communities in Multiplex Networks
- Supersymmetric multiplex networks described by coupled Bose and Fermi statistics
- Multiplexity versus correlation: the role of local constraints in real multiplexes
- Effects of temporal correlations in social multiplex networks
- Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships
- Simulating the Spread of Epidemics in China on the Multi-layer Transportation Network: Beyond the Coronavirus in Wuhan
- Ensemble nonequivalence in random graphs with modular structure
- Dynamical origins of the community structure of multi-layer societies
- The robustness of interdependent networks under the interplay between cascading failures and virus propagation
- A survey on Human Mobility and its applications
- Dynamical robustness of network of oscillators
- Finite connected components in infinite directed and multiplex networks with arbitrary degree distributions
- Fractal fluctuations at mixed-order transitions in interdependent networks
- Global topological control for synchronized dynamics on networks
- Suppressed epidemics in multi-relational networks
- Pareto optimality in multilayer network growth
- A multi-layer network approach to modelling authorship influence on citation dynamics in physics journals
- Stochastic Block Models for Multiplex networks: an application to networks of researchers
- Bridging Online and Offline Social Networks: Multiplex Analysis
- Resilience by Structural Entrenchment: Dynamics of Single-Layer and Multiplex Networks Following Sudden Changes to Tie Costs
- A multilayer, multi-timescale model approach for economic and frequency control in power grids
- StickyPillars: Robust and Efficient Feature Matching on Point Clouds using Graph Neural Networks
- Spanning connectivity in a multilayer network and its relationship to site-bond percolation
- Interactions between financial and environmental networks in OECD countries
- The multi-layer network nature of systemic risk and its implications for the costs of financial crises
- The Role of Multiplex Network Structure in Cooperation through Generalized Reciprocity
- A generalized voter model with time-decaying memory on a multilayer network
- Reconstructing Sparse Multiplex Networks with Application to Covert Networks
- Multilayer network analysis of nuclear reactions
- Inter-layer Degree Correlations in Heterogeneously Growing Multiplex Networks
- A Network of Networks Approach to Interconnected Power Grids
- Asymmetrically interacting spreading dynamics on complex layered networks
- Reconstruction of multiplex networks with correlated layers
- Coarse-grained patterns in multiplex networks
- PlueckerNet: Learn to Register 3D Line Reconstructions
- Multiplex Networks with Intrinsic Fitness: Modeling the Merit-Fame Interplay via Latent Layers
- Cooperation dynamics of generalized reciprocity on complex networks