The European Physical Journal Special Topics

, Volume 214, Issue 1, pp 273–293

Challenges in network science: Applications to infrastructures, climate, social systems and economics

Authors

    • Minerva Center and Department of PhysicsBar-Ilan University
    • School of Physics and AstronomyTel-Aviv University
    • School of Physics and AstronomyTel-Aviv University
    • Institut für Theoretische Physik IIIJustus-Liebig-Universität Giessen
    • Department of MathematicsBar-Ilan University
    • Computational Physics for Engineering Materials, IfBETH Zurich
    • Institut für PhysikMartin-Luther-Universität Halle-Wittenberg
    • Institute of PhysicsBudapest University of Technology and Economics
    • School of Computer Science and EngineeringThe Hebrew University of Jerusalem
    • Institute of PhysicsHumboldt University Berlin
    • Potsdam Institute for Climate Impact Research
  • J. Portugali
    • Department of GeographyTel-Aviv University
    • Racah Institute of PhysicsThe Hebrew University of Jerusalem

DOI: 10.1140/epjst/e2012-01695-x

Abstract

Network theory has become one of the most visible theoretical frameworks that can be applied to the description, analysis, understanding, design and repair of multi-level complex systems. Complex networks occur everywhere, in man-made and human social systems, in organic and inorganic matter, from nano to macro scales, and in natural and anthropogenic structures. New applications are developed at an ever-increasing rate and the promise for future growth is high, since increasingly we interact with one another within these vital and complex environments. Despite all the great successes of this field, crucial aspects of multi-level complex systems have been largely ignored. Important challenges of network science are to take into account many of these missing realistic features such as strong coupling between networks (networks are not isolated), the dynamics of networks (networks are not static), interrelationships between structure, dynamics and function of networks, interdependencies in given networks (and other classes of links, including different signs of interactions), and spatial properties (including geographical aspects) of networks. This aim of this paper is to introduce and discuss the challenges that future network science needs to address, and how different disciplines will be accordingly affected.

Graphical abstract

https://static-content.springer.com/image/art%3A10.1140%2Fepjst%2Fe2012-01695-x/MediaObjects/11734_2012_1762_Fig1_HTML.jpg

Copyright information

© The Author(s) 2012