An decision support system to long haul freight transportation by means of ant colony optimization
Autor:
Sicilia, Juan Antonio
; Royo-Agustin, Beatriz
; Quemada-mayoral, Carlos
; Olivares-Colay, María José
; Larrodé, Emilio
Fecha:
01/2015Palabra clave:
Tipo de Ítem:
Articulo Revista IndexadaDirección web:
http://www.revistadyna.com/search/an-innovative-system-to-long-haul-freight-transportation-by-means-of-ant-colony-optimization
Resumen:
This paper presents an original tool to optimize the long-distance freight transport by road based on an original methodology for allocating communication roads depending on the volume of orders.
The goal this system consists of helping traffic managers of transport companies to achieve the optimal distribution in order to reduce operational costs satisfying the service quality, optimizing the route and the loading of vehicles and grouping orders following proper load/unload procedures. The system developed is an intuitive application that enables a fast learning of the existing functionalities adapting in a very versatile way to any case study.
An algorithm based on the metaheuristic, ant colony optimization, is used to solve the problem taking into account the following specific characteristics: there is a maximum driving time per day, the vehicle capacity is limited, there are compatibility constraint of different types of goods in the same vehicle, customers have time constraints to pickup/deliver goods and the procedure of loading/unloading is LIFO (Last Input First Output).
The efficiency of the algorithm has been proved using data from real problems. The basis of our computational experiments is the historical data of an important freight transport company.
Este ítem aparece en la(s) siguiente(s) colección(es)
Estadísticas de uso
Año |
2012 |
2013 |
2014 |
2015 |
2016 |
2017 |
2018 |
2019 |
2020 |
2021 |
2022 |
2023 |
Vistas |
0 |
0 |
0 |
0 |
0 |
0 |
54 |
64 |
64 |
37 |
66 |
26 |
Descargas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Ítems relacionados
Mostrando ítems relacionados por Título, autor o materia.
-
Solving a long-distance routing problem using ant colony optimization
Sicilia, Juan Antonio ; Oliveros, María-José; Larrodé, Emilio; Royo, Beatriz (Applied Mathematics and Information Sciences, 2015)This paper presents a mathematical model and an algorithm based on ant colony optimization to solve a long distance routing problems. The size of freight is relatively small, which uses Last In First Out “LIFO” policy and ... -
An optimization algorithm for solving the rich vehicle routing problem based on Variable Neighborhood Search and Tabu Search metaheuristics
Sicilia, Juan Antonio ; Quemada, Carlos; Royo, Beatriz; Escuin, David (Journal of Computational and Applied Mathematics, 01/2016)This paper presents a novel optimization algorithm that consists of metaheuristic processes to solve the problem of the capillary distribution of goods in major urban areas taking into consideration the features encountered ... -
Systematic Approach to Malware Analysis (SAMA)
Bermejo-Higuera, Javier; Abad-Aramburu, Carlos; Bermejo Higuera, Juan Ramón; Sicilia Urban, Miguel Ángel; Sicilia, Juan Antonio (Applied Sciences, 02/2020)Malware threats pose new challenges to analytic and reverse engineering tasks. It is needed for a systematic approach to that analysis, in an attempt to fully uncover their underlying attack vectors and techniques and find ...