Literature DB >> 26066222

Hidden geometry of traffic jamming.

Miroslav Andjelković1,2, Neelima Gupte3, Bosiljka Tadić1.   

Abstract

We introduce an approach based on algebraic topological methods that allow an accurate characterization of jamming in dynamical systems with queues. As a prototype system, we analyze the traffic of information packets with navigation and queuing at nodes on a network substrate in distinct dynamical regimes. A temporal sequence of traffic density fluctuations is mapped onto a mathematical graph in which each vertex denotes one dynamical state of the system. The coupling complexity between these states is revealed by classifying agglomerates of high-dimensional cliques that are intermingled at different topological levels and quantified by a set of geometrical and entropy measures. The free-flow, jamming, and congested traffic regimes result in graphs of different structure, while the largest geometrical complexity and minimum entropy mark the edge of the jamming region.

Year:  2015        PMID: 26066222     DOI: 10.1103/PhysRevE.91.052817

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  7 in total

1.  Topology of Innovation Spaces in the Knowledge Networks Emerging through Questions-And-Answers.

Authors:  Miroslav Andjelković; Bosiljka Tadić; Marija Mitrović Dankulov; Milan Rajković; Roderick Melnik
Journal:  PLoS One       Date:  2016-05-12       Impact factor: 3.240

2.  Algebraic Topology of Multi-Brain Connectivity Networks Reveals Dissimilarity in Functional Patterns during Spoken Communications.

Authors:  Bosiljka Tadić; Miroslav Andjelković; Biljana Mileva Boshkoska; Zoran Levnajić
Journal:  PLoS One       Date:  2016-11-23       Impact factor: 3.240

3.  Categorisation of polyphonic musical signals by using modularity community detection in audio-associated visibility network.

Authors:  Dirceu de Freitas Piedade Melo; Inacio de Sousa Fadigas; Hernane Borges de Barros Pereira
Journal:  Appl Netw Sci       Date:  2017-10-10

4.  Structural Entropy: Monitoring Correlation-Based Networks Over Time With Application To Financial Markets.

Authors:  Assaf Almog; Erez Shmueli
Journal:  Sci Rep       Date:  2019-07-25       Impact factor: 4.379

5.  Magnetisation Processes in Geometrically Frustrated Spin Networks with Self-Assembled Cliques.

Authors:  Bosiljka Tadić; Miroslav Andjelković; Milovan Šuvakov; Geoff J Rodgers
Journal:  Entropy (Basel)       Date:  2020-03-14       Impact factor: 2.524

6.  Hidden geometries in networks arising from cooperative self-assembly.

Authors:  Milovan Šuvakov; Miroslav Andjelković; Bosiljka Tadić
Journal:  Sci Rep       Date:  2018-01-31       Impact factor: 4.379

7.  The topology of higher-order complexes associated with brain hubs in human connectomes.

Authors:  Miroslav Andjelković; Bosiljka Tadić; Roderick Melnik
Journal:  Sci Rep       Date:  2020-10-14       Impact factor: 4.379

  7 in total

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