[HTML][HTML] A review of simheuristics: Extending metaheuristics to deal with stochastic combinatorial optimization problems

AA Juan, J Faulin, SE Grasman, M Rabe… - Operations Research …, 2015 - Elsevier
Many combinatorial optimization problems (COPs) encountered in real-world logistics,
transportation, production, healthcare, financial, telecommunication, and computing …

Arc routing under uncertainty: Introduction and literature review

A De Maio, D Laganà, R Musmanno… - Computers & Operations …, 2021 - Elsevier
This article provides a summary of the scientific literature on arc routing problems under
uncertainty. Uncertainty is involved in any problem-solving situation where information is …

A simheuristic algorithm for the single-period stochastic inventory-routing problem with stock-outs

AA Juan, SE Grasman, J Caceres-Cruz… - … Modelling Practice and …, 2014 - Elsevier
This paper describes a 'simheuristic'algorithm–one which combines simulation with
heuristics–for solving a stochastic variant of the well-known Inventory-Routing Problem. The …

SimILS: a simulation-based extension of the iterated local search metaheuristic for stochastic combinatorial optimization

A Grasas, AA Juan, HR Lourenço - Journal of Simulation, 2016 - Taylor & Francis
Abstract Iterated Local Search (ILS) is one of the most popular single-solution-based
metaheuristics. ILS is recognized by many authors as a relatively simple yet efficient …

Solving the multidepot vehicle routing problem with limited depot capacity and stochastic demands

L Calvet, D Wang, A Juan… - … Transactions in Operational …, 2019 - Wiley Online Library
When capacity constraints have to be considered at each depot due to the existence of a
limited number of capacitated vehicles, the multidepot vehicle routing problem (MDVRP) is a …

Robust optimization in uncertain capacitated arc routing problems: Progresses and perspectives

J Liu, K Tang, X Yao - IEEE Computational Intelligence …, 2021 - ieeexplore.ieee.org
The capacitated arc routing problem is an important NP-hard problem with numerous real-
world applications. The capacitated arc routing problem with uncertainties refers to those …

Quantifying potential benefits of horizontal cooperation in urban transportation under uncertainty: A simheuristic approach

CL Quintero-Araujo, A Gruler, AA Juan - Advances in Artificial Intelligence …, 2016 - Springer
Horizontal Cooperation (HC) in transportation activities has the potential to decrease supply
chain costs and the environmental impact of delivery vehicles related to greenhouse gas …

Combining simulation with a GRASP metaheuristic for solving the permutation flow-shop problem with stochastic processing times

D Ferone, P Festa, A Gruler… - 2016 winter simulation …, 2016 - ieeexplore.ieee.org
Greedy Randomized Adaptive Search Procedures (GRASP) are among the most popular
metaheuristics for the solution of combinatorial optimization problems. While GRASP is a …

A simheuristic approach for freight transportation in smart cities

LS Reyes-Rubiano, J Faulin, L Calvet… - 2017 Winter …, 2017 - ieeexplore.ieee.org
In modern society, sustainable transportation practices in smart cities are becoming
increasingly important for both companies and citizens. These practices constitute a global …

A simheuristic algorithm for the stochastic one-commodity pickup and delivery travelling salesman problem

T Ghorpade, CG Corlu - Journal of Simulation, 2023 - Taylor & Francis
The one-commodity pickup and delivery traveling salesman problem (1-PDTSP) concerns
the transportation of single-type goods that are picked up from supply locations to be …