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Issue No.12 - December (2008 vol.41)
pp: 60-67
Ricardo Contreras , University of Concepcion
Maria Pinninghoff , University of Concepcion
ABSTRACT
A model based on genetic algorithms views the allocation of people and private vehicles as an optimization problem, anticipating traffic congestion effects and adjusting the infrastructure accordingly.
INDEX TERMS
computing methodologies, artificial intelligence, numerical analysis, genetic algorithms, transport network design
CITATION
Ricardo Contreras, Maria Pinninghoff, "Using Genetic Algorithms to Model Road Networks", Computer, vol.41, no. 12, pp. 60-67, December 2008, doi:10.1109/MC.2008.543
REFERENCES
1. P. Bhawnani et al., "Intelligent Decision Support for Road Mapping a Technology Transfer Case Study with Siemens Corporate Technology," Proc. Int'l Workshop Software Technology Transfer in Software Engineering (TT 06), ACM Press, 2006, pp. 35–40.
2. G. Cantarella and A. Vitetta, "Algoritmi Genetici per il Progetto delle Reti di Transporto," Ricerca Operativa, vol. 2, no. 69, 1994, pp. 33–55 (in Italian).
3. M. Frank and P. Wolfe, "An Algorithm for Quadratic Programming," Naval Research Logistics, vol. 1, no. 3, 1956, pp. 95–110.
4. Z. Michalewicz and D.B. Fogel, How to Solve It: Modern Heuristics, Springer-Verlag, 2000.
5. D. van Vliet, "SATURN User Manual—Simulation and Assignment of Traffic to Urban Road Networks," tech. report, The Institute for Transport Studies, Univ. of Leeds, 2002.
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