Physics, stability, and dynamics of supply networks

Dirk Helbing, Stefan Lämmer, Thomas Seidel, Pétr Šeba, and Tadeusz Płatkowski
Phys. Rev. E 70, 066116 – Published 7 December 2004

Abstract

We show how to treat supply networks as physical transport problems governed by balance equations and equations for the adaptation of production speeds. Although the nonlinear behavior is different, the linearized set of coupled differential equations is formally related to those of mechanical or electrical oscillator networks. Supply networks possess interesting features due to their complex topology and directed links. We derive analytical conditions for absolute and convective instabilities. The empirically observed “bullwhip effect” in supply chains is explained as a form of convective instability based on resonance effects. Moreover, it is generalized to arbitrary supply networks. Their related eigenvalues are usually complex, depending on the network structure (even without loops). Therefore, their generic behavior is characterized by damped or growing oscillations. We also show that regular distribution networks possess two negative eigenvalues only, but perturbations generate a spectrum of complex eigenvalues.

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  • Received 11 May 2004

DOI:https://doi.org/10.1103/PhysRevE.70.066116

©2004 American Physical Society

Authors & Affiliations

Dirk Helbing*, Stefan Lämmer, and Thomas Seidel

  • Dresden University of Technology, Andreas-Schubert-Strasse 23, 01069 Dresden, Germany

Pétr Šeba

  • Institute of Physics, Czech Academy of Science, Cukrovarnická 10, 162 53 Prague, Czech Republic

Tadeusz Płatkowski

  • Department of Mathematics, Informatics and Mechanics, University of Warsaw, Banacha 2, 02-097 Warsaw, Poland

  • *Electronic address: helbing@trafficforum.orgURL: http:∕∕www.helbing.org

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Issue

Vol. 70, Iss. 6 — December 2004

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