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Article

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

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Pages 69-77 | Received 26 Mar 2014, Accepted 07 Aug 2014, Published online: 19 Dec 2017

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Tejas Ghorpade & Canan G. Corlu. (2023) A simheuristic algorithm for the stochastic one-commodity pickup and delivery travelling salesman problem. Journal of Simulation 17:6, pages 688-708.
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Armando Nieto, Marti Serra, Angel A. Juan & Christopher Bayliss. (2023) A GA-simheuristic for the stochastic and multi-period portfolio optimisation problem with liabilities. Journal of Simulation 17:5, pages 632-645.
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Ali Shahabi, Sadigh Raissi, Kaveh Khalili-Damghani & Meysam Rafei. (2022) An event-driven simulation-optimisation approach to improve the resiliency of operation in a double-track urban rail line. Journal of Simulation 16:5, pages 526-545.
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Carlos L. Quintero-Araujo, Daniel Guimarans & Angel A. Juan. (2021) A simheuristic algorithm for the capacitated location routing problem with stochastic demands. Journal of Simulation 15:3, pages 217-234.
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Alejandro Estrada-Moreno, Albert Ferrer, Angel A. Juan, Adil Bagirov & Javier Panadero. (2020) A biased-randomised algorithm for the capacitated facility location problem with soft constraints. Journal of the Operational Research Society 71:11, pages 1799-1815.
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Daniele Ferone, Aljoscha Gruler, Paola Festa & Angel A. Juan. (2019) Enhancing and extending the classical GRASP framework with biased randomisation and simulation. Journal of the Operational Research Society 70:8, pages 1362-1375.
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Sergio Gonzalez-Martin, Angel A. Juan, Daniel Riera, Monica G. Elizondo & Juan J. Ramos. (2018) A simheuristic algorithm for solving the arc routing problem with stochastic demands. Journal of Simulation 12:1, pages 53-66.
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Jesica de Armas, Angel A. Juan, Joan M. Marquès & João Pedro Pedroso. (2017) Solving the deterministic and stochastic uncapacitated facility location problem: from a heuristic to a simheuristic. Journal of the Operational Research Society 68:10, pages 1161-1176.
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Manolis N. Kritikos & Pantelis Z. Lappas. 2021. Advances in Core Computer Science-Based Technologies. Advances in Core Computer Science-Based Technologies 325 367 .
Rafael D. Tordecilla, Javier Panadero, Angel A. Juan, Carlos L. Quintero-Araujo & Jairo R. Montoya-Torres. (2020) A Simheuristic Algorithm for the Location Routing Problem with Facility Sizing Decisions and Stochastic Demands. A Simheuristic Algorithm for the Location Routing Problem with Facility Sizing Decisions and Stochastic Demands.
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Daniele Ferone, Sara Hatami, Eliana M. González‐Neira, Angel A. Juan & Paola Festa. (2019) A biased‐randomized iterated local search for the distributed assembly permutation flow‐shop problem. International Transactions in Operational Research 27:3, pages 1368-1391.
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Bhakti Stephan Onggo, Angel A. Juan, Javier Panadero, Canan G. Corlu & Alba Agustin. (2019) An Inventory-Routing Problem with Stochastic Demand and Stock-Out: A Solution and Risk Analysis Using Simheuristics. An Inventory-Routing Problem with Stochastic Demand and Stock-Out: A Solution and Risk Analysis Using Simheuristics.
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Moritz Poeting, Jonas Rau, Uwe Clausen & Christin Schumacher. (2017) A combined simulation optimization framework to improve operations in parcel logistics. A combined simulation optimization framework to improve operations in parcel logistics.
Marcelus Fabri Lima & Helena Ramalhinho. (2017) Designing internal supply routes: A case study in the automotive industry. Designing internal supply routes: A case study in the automotive industry.
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Daniele Ferone, Paola Festa, Aljoscha Gruler & Angel A. Juan. (2016) Combining simulation with a GRASP metaheuristic for solving the permutation flow-shop problem with stochastic processing times. Combining simulation with a GRASP metaheuristic for solving the permutation flow-shop problem with stochastic processing times.
Pourya Pourhejazy & Oh Kwon. (2016) The New Generation of Operations Research Methods in Supply Chain Optimization: A Review. Sustainability 8:10, pages 1033.
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Laura Calvet, Renatas Kizys, Angel A. Juan & Jesica de Armas. 2016. Modeling and Simulation in Engineering, Economics and Management. Modeling and Simulation in Engineering, Economics and Management 3 11 .
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Angel A. Juan, Javier Faulin, Scott E. Grasman, Markus Rabe & Gonçalo Figueira. (2015) A review of simheuristics: Extending metaheuristics to deal with stochastic combinatorial optimization problems. Operations Research Perspectives 2, pages 62-72.
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Manuel Chica & Angel A. Juan PPrez. (2017) Why Simheuristics? Benefits, Limitations, and Best Practices When Combining Metaheuristics with Simulation. SSRN Electronic Journal.
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