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Growing Science » Authors » Eliana Mirledy Toro Ocampo

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Sort articles by: Volume | Date | Most Rates | Most Views | Reviews | Alphabet
1.

Iterated local search multi-objective methodology for the green vehicle routing problem considering workload equity with a private fleet and a common carrier Pages 115-130 Right click to download the paper Download PDF

Authors: John Fredy Castaneda Londono, Ramon Alfonso Gallego Rendon, Eliana Mirledy Toro Ocampo

DOI: 10.5267/j.ijiec.2020.8.001

Keywords: Vehicle Routing Problem, Iterated Local Search, Metaheuristics, Pollutant Emissions, Workload Equity

Abstract:
A multi-objective methodology was proposed for solving the green vehicle routing problem with a private fleet and common carrier considering workload equity. The iterated local search metaheuristic, which is adapted to the solution of the problem with three objectives, was proposed as a solution method. A solution algorithm was divided into three stages. In the first, initial solutions were identified based on the savings heuristic. The second and third act together using the random variable neighbourhood search algorithm, which allows performing an intensification process and perturbance processes, giving the possibility of exploring new regions in the search space, which are proposed within the framework of optimizing the three objectives. According to the previous review of the state of the art, there is little related literature; through discussions with the productive sector, this problem is frequent due to increases in demand in certain seasons or a part of the maintenance vehicle fleet departing from service. The proposed methodology was verified using case studies from the literature, which were adapted to the problem of three objectives, obtaining consistent solutions. Where cases were not reported in the literature, these could be used as a reference in future research.
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Journal: IJIEC | Year: 2021 | Volume: 12 | Issue: 1 | Views: 1756 | Reviews: 0

 
2.

Introducing radiality constraints in capacitated location-routing problems Pages 441-452 Right click to download the paper Download PDF

Authors: Eliana Mirledy Toro Ocampo, Frederico G. Guimarães, Ramón Alfonso Gallego Rendón

DOI: 10.5267/j.ijiec.2017.3.004

Keywords: Capacitated vehicle routing problem, Capacitated location-routing problem, Combinatorial optimization, Radiality constraints, Spanning tree, vehicle routing problem

Abstract:
In this paper, we introduce a unified mathematical formulation for the Capacitated Vehicle Routing Problem (CVRP) and for the Capacitated Location Routing Problem (CLRP), adopting radiality constraints in order to guarantee valid routes and eliminate subtours. This idea is inspired by formulations already employed in electric power distribution networks, which requires a radial topology in its operation. The results show that the proposed formulation greatly improves the convergence of the solver.

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Journal: IJIEC | Year: 2017 | Volume: 8 | Issue: 4 | Views: 2146 | Reviews: 0

 

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