TY - GEN
T1 - Optimización del transporte urbano en Lima aplicando los algoritmos genéticos Tabú y Colonia de Hormigas
AU - William, Benites Yarasca Alfonso
AU - Neicer, Campos Vasquez
AU - Juan, Sotomayor Burga
AU - Erick, Rabanal Chávez
AU - Carlos, Perez Heredia
N1 - Publisher Copyright:
© 2021 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.
PY - 2021
Y1 - 2021
N2 - This research was carried out with the need to know the application of the algorithms Tabú and Colonia de Hormigas from a theoretical point of view of urban transport, in order to identify the most efficient algorithm to be able to optimize urban transport in the city of Lima and also know the benefits implied by its implementation. In this review, various fields of genetic algorithms were analyzed in which they are applied, such as collective public transport, distribution routes, last-mile logistics distribution, traffic flows, traffic congestion, computing, neural networks, electrical energy distribution, etc. An analysis of the applications and possible solutions that generate algorithms was carried out in the face of the urban transport deficit. The sources of information that were considered were Alicia, Redalyc and Dialnet. Performing a review of the literature on the genetic algorithms Tabú and Colonia de Hormigas, managing to find 28 articles in Spanish from the last 5 years. And specifying that appropriate algorithm to apply is the Taboo.
AB - This research was carried out with the need to know the application of the algorithms Tabú and Colonia de Hormigas from a theoretical point of view of urban transport, in order to identify the most efficient algorithm to be able to optimize urban transport in the city of Lima and also know the benefits implied by its implementation. In this review, various fields of genetic algorithms were analyzed in which they are applied, such as collective public transport, distribution routes, last-mile logistics distribution, traffic flows, traffic congestion, computing, neural networks, electrical energy distribution, etc. An analysis of the applications and possible solutions that generate algorithms was carried out in the face of the urban transport deficit. The sources of information that were considered were Alicia, Redalyc and Dialnet. Performing a review of the literature on the genetic algorithms Tabú and Colonia de Hormigas, managing to find 28 articles in Spanish from the last 5 years. And specifying that appropriate algorithm to apply is the Taboo.
KW - "Ant colony"
KW - "Genetic"
KW - "Optimization"
KW - "Taboo"
KW - "Urban transport"
KW - They were "algorithms"
UR - http://www.scopus.com/inward/record.url?scp=85122034002&partnerID=8YFLogxK
U2 - 10.18687/LACCEI2021.1.1.321
DO - 10.18687/LACCEI2021.1.1.321
M3 - Contribución a la conferencia
AN - SCOPUS:85122034002
T3 - Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
BT - 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology
A2 - Larrondo Petrie, Maria M.
A2 - Zapata Rivera, Luis Felipe
A2 - Aranzazu-Suescun, Catalina
T2 - 19th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology: "Prospective and Trends in Technology and Skills for Sustainable Social Development" and "Leveraging Emerging Technologies to Construct the Future", LACCEI 2021
Y2 - 19 July 2021 through 23 July 2021
ER -
