[EN] Nowadays, several alternatives to internal combustion engines are being proposed in
order to reduce CO2 emissions in freight transportation and citizen mobility. According to many
experts, the use of electric vehicles ...
[EN] Optimal resource utilization and sustainability are gaining importance in the last decades, raising awareness about the circular economy principles. The transition toward the circular economy demands appropriate ...
Tordecilla, Rafael D.; Copado-Méndez, Pedro J.; Panadero, Javier; Quintero-Araujo, Carlos L.; Montoya-Torres, Jairo R.; Juan, Angel A.(MDPI AG, 2021-02)
[EN] The location routing problem integrates both a facility location and a vehicle routing problem. Each of these problems are NP-hard in nature, which justifies the use of heuristic-based algorithms when dealing with ...
do C. Martins, Leandro; Gonzalez-Neira, Eliana M.; Hatami, Sara; Juan, Angel A.; Montoya-Torres, Jairo R.(Elsevier, 2021-09)
[EN] Many supply chains are composed of producers, suppliers, carriers, and customers. These agents must be coordinated to reduce waste and lead times. Production and distribution are two essential phases in most supply ...
[EN] This paper analyzes a stochastic version of the vehicle routing problem in which customers' demands are not only stochastic but also correlated. In order to solve this stochastic and correlated optimization problem, ...
Onggo, B.S.; Corlu, Canan G.; Juan, Angel A.; Monks, Thomas; Torre-Martínez, María Rocío de la(Taylor & Francis, 2021-02-07)
[EN] A symbiotic simulation system (S3) enables interactions between a physical system and its computational model representation. To support operational decisions, an S3 uses real-time data from the physical system, which ...
[EN] In the team orienteering problem, a fixed fleet of vehicles departs from an origin depot towards a destination, and each vehicle has to visit nodes along its route in order to collect rewards. Typically, the maximum ...
[EN] An efficient management of production plants has to consider several external and internal factors, such as potential interruptions of the ongoing processes. Automated guided vehicles (AGVs) are becoming a widespread ...
Peyman, Mohammad; Copado, Pedro J.; Tordecilla, Rafael D.; do C. Martins, Leandro; Xhafa, Fatos; Juan, Angel A.(MDPI AG, 2021-10)
[EN] With the emergence of fog and edge computing, new possibilities arise regarding the data-driven management of citizens' mobility in smart cities. Internet of Things (IoT) analytics refers to the use of these technologies, ...
do C. Martins, Leandro; Tordecilla, Rafael D.; Castaneda, Juliana; Juan, Angel A.; Faulin, Javier(MDPI AG, 2021-08)
[EN] The increasing use of electric vehicles in road and air transportation, especially in last-mile delivery and city mobility, raises new operational challenges due to the limited capacity of electric batteries. These ...
[EN] Background: PhysPK stands as a flexible and robust bio-simulation and modeling software designed for
analysis of population pharmacokinetics (PK) and pharmacodynamics (PD) systems. PhysPK equips users
with standard ...
Tordecilla, Rafael D.; Martins, Leandro do C.; Panadero, Javier; Copado, Pedro J.; Pérez Bernabeu, Elena; Juan, Angel A.(MDPI AG, 2021-09)
[EN] In the context of logistics and transportation, this paper discusses how simheuristics can be extended by adding a fuzzy layer that allows us to deal with complex optimization problems with both stochastic and fuzzy ...
Serrano-Hernandez, Adrian; Juan, Angel A.; Faulin, Javier; Perez-Bernabeu, Elena(Institut d'Estadística de Catalunya (Idescat), 2017)
[EN] Since its appearance in the 1990s, horizontal collaboration (HC) practices have revealed themselves as catalyzers for optimizing the distribution of goods in freight transport logistics. After introducing the main ...
This paper discusses horizontal cooperation in road transportation and supports the relevance of this praxis as a way of reducing delivery costs and greenhouse gas emissions. In a competitive market, costs reduction due ...
Horizontal cooperation in logistics refers to how two or more companies can cooperate in order to achieve a common objective, which is usually related to minimization of global distribution costs. This paper discusses ...
[EN] Tacrolimus, characterized by a narrow therapeutic index, significant toxicity, adverse effects, and interindividual variability, necessitates frequent therapeutic drug monitoring and dose
adjustments in renal transplant ...
[EN] Purpose For any given customer, his/her profitability for a business enterprise can be estimated by the so-called customer lifetime value (CLV). One specific goal for many enterprises consists in maximizing the ...
Jiang, Qinhan(Universitat Politècnica de València, 2023-07-20)
[ES] Este trabajo proporciona una visión general de los diferentes métodos de aprendizaje
automático y su aplicación en el campo de la ciencia de datos en una empresa. Se
definen los objetivos del estudio y se describe ...
Fuster Coma, Noelia(Universitat Politècnica de València, 2023-12-18)
[ES] En los últimos años, el análisis de datos se ha convertido en un instrumento fundamental para el éxito de las empresas. Gracias a los avances tecnológicos y a la disponibilidad de enormes volúmenes de datos, las ...