Structure, Scaling, and Phase Transition in the Optimal Transport Network
- 21 February 2007
- journal article
- research article
- Published by American Physical Society (APS) in Physical Review Letters
- Vol. 98 (8) , 088702
- https://doi.org/10.1103/physrevlett.98.088702
Abstract
The structure and properties of optimal networks depend on the cost functional being minimized and on constraints to which the minimization is subject. We show here two different formulations that lead to identical results: minimizing the dissipation rate of an electrical network under a global constraint is equivalent to the minimization of a power-law cost function introduced by Banavar et al. [ Phys. Rev. Lett. 84, 4745 (2000)]. An explicit scaling relation between the currents and the corresponding conductances is derived, proving the potential flow nature of the latter. Varying a unique parameter, the topology of the optimized networks shows a transition from a tree topology to a very redundant structure with loops; the transition corresponds to a discontinuity in the slope of the power dissipation.Keywords
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This publication has 13 references indexed in Scilit:
- Architecture of optimal transport networksPhysical Review E, 2006
- Optimizing transport in a homogeneous networkPhysical Review E, 2004
- Network Structures from Selection PrinciplesPhysical Review Letters, 2004
- Topics in Optimal TransportationPublished by American Mathematical Society (AMS) ,2003
- The leaf venation as formed in a tensorial fieldZeitschrift für Physik B Condensed Matter, 2002
- Scaling, Optimality, and Landscape EvolutionJournal of Statistical Physics, 2001
- Topology of the Fittest Transportation NetworkPhysical Review Letters, 2000
- Size and form in efficient transportation networksNature, 1999
- Minimum energy dissipation model for river basin geometryPhysical Review E, 1994
- Minimum energy and fractal structures of drainage networksWater Resources Research, 1992