FOOD DELIVERY BASED ON PSO ALGORITHM AND GOOGLE MAPS

Sergio SOTO

edbonn@wall.co.il
Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala (Mexico)

Edmondo BONILLA


Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala (Mexico)

Alberto PORTILLA


* Smartsoft America Business Applications S.A. de C.V. 90806, Adolfo López Mateos S/N, Texcacoac, Chiautempan, Tlaxcala (Mexico)

Jose C. HERNANDEZ


Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala (Mexico)

Oscar ATRIANO


Smartsoft America Business Applications S.A. de C.V. 90806, Adolfo López Mateos S/N, Texcacoac, Chiautempan, Tlaxcala (Mexico)

Perfecto M. QUINTERO


Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala (Mexico)

Abstract

This article presents a solution to deal with the optimization of delivery routes problem for a mobile application focused on the restaurant sector, by using a bioinspired algorithm (PSO) to minimize delivery costs, maximize a greater number of deliveries and recommend an optional route for food delivery. Different computational experiments are carried out by using Google Maps (API) for showing the best delivery route. The results obtained are very promising for offering a good delivery service.


Keywords:

PSO, food delivery, TSP, Google maps

Archetti, C., Feillet, D., Mor, A., & Speranza, M. G. (2020). Dynamic traveling salesman problem with stochastic release dates. European Journal of Operational Research, 280(3), 832–844.
DOI: https://doi.org/10.1016/j.ejor.2019.07.062   Google Scholar

Bruno, L. (2019). Solving a food-delivery problem with a Vehicle Routing Problem-based approach (Doctoral dissertation). Politecnico di Torino, Torino.
  Google Scholar

Chen, L. W. (2019). Impact Assessment of Food Delivery on Urban Traffic. In 2019 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI) (pp. 236–241). Zhengzhou, China: IEEE.
DOI: https://doi.org/10.1109/SOLI48380.2019.8955108   Google Scholar

Di Caro, G.A. (2012) Collective and Swarm Intelligence. Retrieved from https://sci2s.ugr.es/sites/default/files/files/Teaching/GraduatesCourses/Metaheuristicas
  Google Scholar

Fontana, R. J. (2004). Recent system applications of short-pulse ultra-wideband (uwb) technology. IEEE Transactions on microwave theory and techniques, 52(9), 2087-2104.
DOI: https://doi.org/10.1109/TMTT.2004.834186   Google Scholar

Food Express. (2019). Application for food delivery. Retrieved from https://www.foodexpress.com.mx/index.xhtml
  Google Scholar

Google Maps. (2019). Satellite map display application. Retrieved from https://developers.google.com/maps/documentation
  Google Scholar

Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. In Proceeding of ICNN´95 – International Conference on Neural Networks (vol. 4, pp. 1942–1948). IEEE.
DOI: https://doi.org/10.1109/ICNN.1995.488968   Google Scholar

Li, Y., Lim, M. K., & Tseng, M. L. (2019). A green vehicle routing model based on modified particle swarm optimization for cold chain logistics. Industrial Management & Data Systems, 119(3), 473–494. doi:10.1108/IMDS-07-2018-0314
DOI: https://doi.org/10.1108/IMDS-07-2018-0314   Google Scholar

Paciarotti, C., Bevilacqua, M., Ciarapica, F. E., Mazzuto, G., & Postacchini, L. (2019). An efficiency analysis of food distribution system through data envelopment analysis. International Journal of Operational Research, 36(4), 538–554.
DOI: https://doi.org/10.1504/IJOR.2019.104056   Google Scholar

Rodríguez, A., & Ruiz, R. (2012). The effect of the asymmetry of road transportation networks on the traveling salesman problem. Computers & Operations Research, 39(7), 1566–1576.
DOI: https://doi.org/10.1016/j.cor.2011.09.005   Google Scholar

Rodriguez, J., & Piccoli, G. (2020). Seeking Competitive Advantage Through Platform-Enabled Resources: The Case of Food Delivery Platforms. In Proceedings of the 53rd Hawaii International Conference on System Sciences (pp. 5545-5554).
DOI: https://doi.org/10.24251/HICSS.2020.682   Google Scholar

Sin Delantal Mx. (2019). Application for food delivery. Retrieved from https://www.sindelantal.mx
  Google Scholar

Singh, G. (2020). Online Food Delivery Services: A Study on Demographic Attributes. Our Heritage 68(1), 2147-2165.
  Google Scholar

Stockdale, M. L. (2011). El problema del agente viajero: un algoritmo heurístico y una aplicación. Facultad de Ciencias Exactas y Naturales de la Universidad de Buenos Aires.
  Google Scholar

Zhou, H., Yao, P., Xiao, Y., Fan, K., Zhang, Z., Gong, T., Zhao, L., Deng, M., Liu, C., & Ling, P. (2019). Friction and wear maps of copper metal matrix composites with different iron volume content. Tribology International, 132, 199-210.
DOI: https://doi.org/10.1016/j.triboint.2018.11.027   Google Scholar

Download


Published
2020-03-30

Cited by

SOTO, S., BONILLA, E., PORTILLA, A. ., HERNANDEZ, J. C., ATRIANO, O., & QUINTERO, P. M. (2020). FOOD DELIVERY BASED ON PSO ALGORITHM AND GOOGLE MAPS. Applied Computer Science, 16(1), 60–72. https://doi.org/10.23743/acs-2020-05

Authors

Sergio SOTO 
edbonn@wall.co.il
Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala Mexico

Authors

Edmondo BONILLA 

Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala Mexico

Authors

Alberto PORTILLA 

* Smartsoft America Business Applications S.A. de C.V. 90806, Adolfo López Mateos S/N, Texcacoac, Chiautempan, Tlaxcala Mexico

Authors

Jose C. HERNANDEZ 

Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala Mexico

Authors

Oscar ATRIANO 

Smartsoft America Business Applications S.A. de C.V. 90806, Adolfo López Mateos S/N, Texcacoac, Chiautempan, Tlaxcala Mexico

Authors

Perfecto M. QUINTERO 

Tecnológico Nacional de México, Instituto Tecnológico de Apizaco, 90300, Carretera ApizacoTzompantepec, Esquina Av., Instituo Tecnologico S/N, Apizaco, Tlaxcala Mexico

Statistics

Abstract views: 216
PDF downloads: 68


License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

All articles published in Applied Computer Science are open-access and distributed under the terms of the Creative Commons Attribution 4.0 International License.


Similar Articles

<< < 1 2 

You may also start an advanced similarity search for this article.