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Problem instances / source code

Yellow Swarm: LED panels to advise optimal alternative tours to drivers in the city of Malaga

Maps of Malaga with realistic traffic flows imported from OpenStreetMap into the traffic microsimulator SUMO version 0.31.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Yellow Swarm: LED panels to advise optimal alternative tours to drivers in the city of Malaga. In: Applied Soft Computing, vol. 109, p. 107566, 2021.
doi> 10.1016/j.asoc.2021.107566 | [Files]

 

Can I Park in the City Center? Predicting Car Park Occupancy Rates in Smart Cities:

Dataset used to calculate the occupancy rates of 32 car parks in Birmingham (2016-10-04 - 2017-04-28), 11 car parks in Glasgow (2016-10-26 - 2017-12-05), 18 car parks in Norfolk (2016-10-26 - 2017-12-05), and 26 car parks in Nottingham (2016-10-26 - 2017-11-28).

Please, cite our article:

Daniel H. Stolfi, Enrique Alba, and Xin Yao. Can I Park in the City Center? Predicting Car Park Occupancy Rates in Smart Cities. In: Journal of Urban Technology, 27:4, 27-41, 2020.
doi> 10.1080/10630732.2019.1586223 | [Files]

 

Generating realistic urban traffic flows with evolutionary techniques:

Generator's scripts and maps of Malaga having realistic traffic flows for working days, Saturdays, and Sundays, imported from OpenStreetMap into the traffic microsimulator SUMO version 0.25.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Generating Realistic Urban Traffic Flows with Evolutionary Techniques. In: Engineering Applications of Artificial Intelligence, vol. 75, pp. 36-47, 2018.
doi> 10.1016/j.engappai.2018.07.009 | [Files]

 

Green Swarm: Greener Routes with Bio-inspired Techniques:

Maps of Malaga, Berlin, Stockholm, and Paris imported from OpenStreetMap into the traffic microsimulator SUMO version 0.25.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Green Swarm: Greener Routes with Bio-inspired Techniques. In: Applied Soft Computing, vol. 71, pp. 952-963, 2018.
doi> 10.1016/j.asoc.2018.07.032 | [Files]

 

Epigenetic algorithms: A New way of building GA's based on epigenetics:

Binaries, JavaDoc, and Source code of the epiGenetic Algorithm, including test instances of the MKP. [ Download JAVA ] [ Download Python ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Epigenetic algorithms: A New way of building GAs based on epigenetics. In: Information Sciences, vol. 424, Supplement C, pp. 250–272, 2018.
doi> 10.1016/j.ins.2017.10.005 | [JAVA source code] | [Python source code]

 

Fine Tuning of Traffic in Our Cities with Smart Panels: The Quito City Case Study:

Map of Quito imported from OpenStreetMap into the traffic microsimulator SUMO version 0.31.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi, Rolando Armas, Enrique Alba, Hernan Aguirre, and Kiyoshi Tanaka. Fine Tuning of Traffic in Our Cities with Smart Panels: The Quito City Case Study. In: Proceedings of the Genetic and Evolutionary Computation Conference 2016, GECCO 2016, ACM, 2016, pp. 1013-1019.
doi> 10.1145/2908812.2908868 | [Slides] | [Files]

 

Smart Mobility Policies with Evolutionary Algorithms: The Adapting Info Panel Case:

Maps of Malaga and Madrid imported from OpenStreetMap into the traffic microsimulator SUMO (netfile) version 0.22.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Smart Mobility Policies with Evolutionary Algorithms: The Adapting Info Panel Case. In: Proceedings of the 2015 on Genetic and Evolutionary Computation Conference, GECCO 2015, ACM, 2015, pp. 1287-1294.
doi> 10.1145/2739480.2754742 | [Slides] | [Files]

 

Eco-friendly Reduction of Travel Times in European Smart Cities:

Maps of Berlin, Malaga, Paris and Stockholm imported from OpenStreetMap into the traffic simulator SUMO (netfile) version 0.19.0. Results (CSV files) and TraCI libraries are also included. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Eco-friendly Reduction of Travel Times in European Smart Cities. In: Proceeding of the Sixteenth Annual Conference on Genetic and Evolutionary Computation Conference, GECCO'14, ACM, 2014, pp. 1207-1214.
doi> 10.1145/2576768.2598317 | [Slides] | [Files]

 

Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture:

Map of Malaga imported from OpenStreetMap into the traffic simulator SUMO (netfile) version 0.18.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture. In: Advances in Artificial Intelligence, volume 8109 of Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2013, pp. 289-299.
doi> 10.1007/978-3-642-40643-0_30 | [Slides] | [Files]

 

Eco-friendly Reduction of Travel Times in European Smart Cities:

Map of Malaga imported from OpenStreetMap into the traffic simulator SUMO (netfile) version 0.18.0. [ Download ]

Please, cite our article:

Daniel H. Stolfi and Enrique Alba. Red Swarm: Smart Mobility in Cities with EAs. In: Proceeding of the Fifteenth Annual Conference on Genetic and Evolutionary Computation Conference, GECCO'13, ACM, 2013, pp. 1373-1380.
doi> 10.1145/2463372.2463540 | [Slides] | [Files]

 

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