A Generalization of the Physarum Algorithm for Solving the Urban Traffic Allocation Problem

Authors

  • Patricia N. Dominguez Universidad Tecnológica Nacional, Facultad Regional Bahía Blanca, Centro de Investigaciones de Mecánica Teórica y Aplicada & Universidad Nacional del Sur, Departamento de Ingeniería. Bahía Blanca, Argentina.
  • Víctor H. Cortínez Universidad Tecnológica Nacional, Facultad Regional Bahía Blanca, Centro de Investigaciones de Mecánica Teórica y Aplicada & Universidad Nacional del Sur, Departamento de Ingeniería & Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET). Bahía Blanca, Argentina.
  • María L. Peinado Universidad Tecnológica Nacional, Facultad Regional Bahía Blanca, Centro de Investigaciones de Mecánica Teórica y Aplicada & Universidad Nacional del Sur, Departamento de Ingeniería. Bahía Blanca, Argentina.

DOI:

https://doi.org/10.70567/mc.v41i16.84

Keywords:

Urban traffic assignment, congestion, non-local costs, capacity constrain, Physarum algorithm

Abstract

In this work, a discrete evolutionary model, developed from the Physarun approach, is proposed to address the traffic assignment problem in urban networks. Special attention is given to two key aspects: a) the capacity constraints on communication routes, ensuring that no infeasible flows are generated, and b) the consideration of non-local cost functions, which take into account not only the vehicular flow of each arc but also the influence of other arcs within the network. The mathematical formulation of the problem is described, and examples are presented to demonstrate the efficiency of the proposed approach.

References

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Published

2024-11-08

Issue

Section

Conference Papers in MECOM 2024