Angel A. Juan

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Javier FaulinPublic University of NavarreVerified email at unavarra.es
Javier PanaderoUniversitat Autónoma de Barcelona (UAB)Verified email at uoc.edu
Jesica de ArmasUniversitat Pompeu Fabra and Barcelona GSEVerified email at upf.edu
Daniel Riera TerrénProfessor of Computer Science, Universitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Scott E GrasmanKettering UniversityVerified email at umich.edu
Fatos XhafaFull Professor, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Thanasis DaradoumisProfessor, University of the Aegean / Open University of CataloniaVerified email at uoc.edu
Helena Ramalhinho LourençoUniversitat Pompeu FabraVerified email at upf.edu
Carlos L. Quintero-AraujoAssociate Professor - Universidad de La SabanaVerified email at unisabana.edu.co
Leandro do Carmo MartinsUniversitat Oberta de Catalunya (UOC)Verified email at uoc.edu
Daniel GuimaransPrincipal Research Scientist, AmazonVerified email at amazon.com
Renatas KizysAssociate Professor in Finance, University of SouthamptonVerified email at soton.ac.uk
Rafael D. TordecillaUniversidad de La SabanaVerified email at unisabana.edu.co
Daniele FeroneUniversità di Napoli Federico IIVerified email at unina.it
Sara HatamiKnowledge Transfer, Business Developer & Corporate Relations, Universitat Oberta de CatalunyaVerified email at uoc.edu
Canan Gunes CorluAssociate Professor of Administrative Sciences, Metropolitan College, Boston UniversityVerified email at bu.edu
Professor Djamila OuelhadjProfessor of Operational ResearchVerified email at port.ac.uk
Pau Fonseca i CasasProfessor of Statistics and Operations Research, Universitat Politècnica de CatalunyaVerified email at fib.upc.edu
Albert Ferrer BioscaSenior Professor, Universitat Politècnica de CatalunyaVerified email at upc.edu
Pedro Jesús Copado MéndezIN3Verified email at uoc.edu

Angel A. Juan

Professor of Operations Research & Data Science, Universitat Politècnica de València

Verified email at upv.es - Homepage

Data Analytics Machine Learning Metaheuristics Operations Research Transportation


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A review of simheuristics: Extending metaheuristics to deal with stochastic combinatorial optimization problems AA Juan, J Faulin, SE Grasman, M Rabe, G Figueira Operations Research Perspectives 2, 62-72, 2015	474	2015
Rich vehicle routing problem: Survey J Caceres-Cruz, P Arias, D Guimarans, D Riera, AA Juan ACM Computing Surveys (CSUR) 47 (2), 1-28, 2014	363	2014
Educational Data Mining and Learning Analytics: differences, similarities, and time evolution LC Liñán, ÁAJ Pérez RUSC. Universities and Knowledge Society Journal 12 (3), 98-112, 2015	303	2015
Electric vehicles in logistics and transportation: A survey on emerging environmental, strategic, and operational challenges AA Juan, CA Mendez, J Faulin, J De Armas, SE Grasman Energies 9 (2), 86, 2016	193	2016
Simulation methods for reliability and availability of complex systems J Faulin, AA Juan, S Martorell, JE Ramírez-Márquez Springer, 2010	157	2010
On the use of Monte Carlo simulation, cache and splitting techniques to improve the Clarke and Wright savings heuristics AA Juan, J Faulín, J Jorba, D Riera, D Masip, B Barrios Journal of the Operational Research Society 62 (6), 1085-1097, 2011	145	2011
The SR-GCWS hybrid algorithm for solving the capacitated vehicle routing problem AA Juan, J Faulin, R Ruiz, B Barrios, S Caballé Applied Soft Computing 10 (1), 215-224, 2010	145	2010
Learnheuristics: hybridizing metaheuristics with machine learning for optimization with dynamic inputs L Calvet, J de Armas, D Masip, AA Juan Open Mathematics 15 (1), 261-280, 2017	144	2017
Horizontal cooperation in road transportation: a case illustrating savings in distances and greenhouse gas emissions E Pérez‐Bernabeu, AA Juan, J Faulin, BB Barrios International Transactions in Operational Research 22 (3), 585-606, 2015	140	2015
Using safety stocks and simulation to solve the vehicle routing problem with stochastic demands A Juan, J Faulin, S Grasman, D Riera, J Marull, C Mendez Transportation Research Part C: Emerging Technologies 19 (5), 751-765, 2011	138	2011
Biased randomization of heuristics using skewed probability distributions: A survey and some applications A Grasas, AA Juan, J Faulin, J De Armas, H Ramalhinho Computers & Industrial Engineering 110, 216-228, 2017	127	2017
A simheuristic algorithm for the single-period stochastic inventory-routing problem with stock-outs AA Juan, SE Grasman, J Caceres-Cruz, T Bektaş Simulation Modelling Practice and Theory 46, 40-52, 2014	127	2014
A biased-randomized simheuristic for the distributed assembly permutation flowshop problem with stochastic processing times EM Gonzalez-Neira, D Ferone, S Hatami, AA Juan Simulation Modelling Practice and Theory 79, 23-36, 2017	121	2017
Using horizontal cooperation concepts in integrated routing and facility‐location decisions CL Quintero‐Araujo, A Gruler, AA Juan, J Faulin International transactions in operational research 26 (2), 551-576, 2019	111	2019
A simheuristic algorithm for solving the permutation flow shop problem with stochastic processing times AA Juan, BB Barrios, E Vallada, D Riera, J Jorba Simulation Modelling Practice and Theory 46, 101-117, 2014	109	2014
Solving the deterministic and stochastic uncapacitated facility location problem: from a heuristic to a simheuristic J De Armas, AA Juan, JM Marquès, JP Pedroso Journal of the Operational Research Society 68 (10), 1161-1176, 2017	106	2017
Simulation-optimization methods for designing and assessing resilient supply chain networks under uncertainty scenarios: A review RD Tordecilla, AA Juan, JR Montoya-Torres, CL Quintero-Araujo, ... Simulation modelling practice and theory 106, 102166, 2021	105	2021
Simulation-based education involving online and on-campus models in different European universities N Campos, M Nogal, C Caliz, AA Juan International Journal of Educational Technology in Higher Education 17, 1-15, 2020	105	2020
A multi-agent based cooperative approach to scheduling and routing S Martin, D Ouelhadj, P Beullens, E Ozcan, AA Juan, EK Burke European Journal of Operational Research 254 (1), 169-178, 2016	105	2016
Why simheuristics? Benefits, limitations, and best practices when combining metaheuristics with simulation M Chica, AA Juan Pérez, O Cordon, D Kelton Benefits, Limitations, and Best Practices When Combining Metaheuristics with …, 2017	102	2017

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