Christian Blum

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Andrea RoliDept. of Computer Science and Engineering (DISI), Campus of Cesena, Università di BolognaVerified email at unibo.it
Maria J. BlesaUniversitat Politècnica de CatalunyaVerified email at cs.upc.edu
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Hugo Hernández PibernatKing.comVerified email at king.com
Thomas StützleF.R.S.-FNRS Research Director, Université Libre de Bruxelles (ULB)Verified email at ulb.ac.be
Salim BouamamaFerhat Abbas University Setif 1, Setif, AlgeriaVerified email at univ-setif.dz
Pedro Pablo Pinacho DavidsonDIICC, Facultad de Ingeniería, Universidad de ConcepciónVerified email at udec.cl
Jakob PuchingerProfessor in Supply Chain Management and Logistics at EM NormandieVerified email at em-normandie.fr
Manuel López-IbáñezAlliance Manchester Business School, University of Manchester, UKVerified email at manchester.ac.uk
Jose A. LozanoBasque Center for Applied Mathematics (BCAM), University of the Basque Country UPV/EHUVerified email at ehu.eus
Monaldo MastrolilliIDSIAVerified email at idsia.ch
Gabriela OchoaProfessor of Computer Science, University of StirlingVerified email at cs.stir.ac.uk
Francisco Javier Rodríguez DíazDepartment of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Carlos García-MartínezComputing and Numerical Analysis, University of CórdobaVerified email at uco.es
Enrique AlbaProfessor of Computer Science, University of MálagaVerified email at lcc.uma.es
Ben PaechterEdinburgh Napier UniversityVerified email at napier.ac.uk
Mauro BirattariF.R.S.–FNRS Research Director, IRIDIA, Université libre de BruxellesVerified email at ulb.ac.be
luca maria gambardellaFaculty of informatics, USI, IDSIA - USI-SUPSI, Artificialy SA, LuganoVerified email at idsia.ch
Verena SchmidBayer Consumer Care AGVerified email at bayer.com
Daniel MerkleProfessor, University of Southern DenmarkVerified email at imada.sdu.dk

Christian Blum

Senior Research Scientist, Artificial Intelligence Research Institute (IIIA-CSIC)

Verified email at iiia.csic.es - Homepage

Metaheuristics Hybrid Metaheuristics Matheuristics Swarm Intelligence Combinatorial Optimization


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Metaheuristics in combinatorial optimization: Overview and conceptual comparison C Blum, A Roli ACM Computing Surveys (CSUR) 35 (3), 268-308, 2003	5212	2003
Ant colony optimization theory: A survey M Dorigo, C Blum Theoretical computer science 344 (2-3), 243-278, 2005	3098	2005
Ant colony optimization: Introduction and recent trends C Blum Physics of Life reviews 2 (4), 353-373, 2005	1468	2005
Hybrid metaheuristics in combinatorial optimization: A survey C Blum, J Puchinger, GR Raidl, A Roli Applied Soft Computing 11 (6), 4135-4151, 2011	970	2011
Swarm intelligence in optimization C Blum, X Li Swarm Intelligence, 43-85, 2008	634	2008
The hyper-cube framework for ant colony optimization C Blum, M Dorigo IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004	581	2004
Beam-ACO—Hybridizing ant colony optimization with beam search: An application to open shop scheduling C Blum Computers & Operations Research 32 (6), 1565-1591, 2005	528	2005
Swarm intelligence: introduction and applications C Blum, D Merkle Springer Science & Business Media, 2008	460	2008
Hybrid metaheuristics: an emerging approach to optimization C Blum, A Roli, M Sampels Springer, 2008	391	2008
An ant colony optimization algorithm for shop scheduling problems C Blum, M Sampels Journal of Mathematical Modelling and Algorithms 3 (3), 285-308, 2004	320	2004
An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training K Socha, C Blum Neural Computing and Applications 16 (3), 235-247, 2007	315	2007
A comparison of the performance of different metaheuristics on the timetabling problem O Rossi-Doria, M Sampels, M Birattari, M Chiarandini, M Dorigo, ... International Conference on the Practice and Theory of Automated Timetabling …, 2002	303	2002
Training feed-forward neural networks with ant colony optimization: An application to pattern classification C Blum, K Socha Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 6 pp., 2005	223	2005
Hybrid metaheuristics: an introduction C Blum, A Roli Hybrid Metaheuristics, 1-30, 2008	214	2008
Beam-ACO for the travelling salesman problem with time windows M López-Ibáñez, C Blum Computers & Operations Research 37 (9), 1570-1583, 2010	177	2010
Automated reconstruction of dendritic and axonal trees by global optimization with geometric priors E Türetken, G González, C Blum, P Fua Neuroinformatics 9 (2), 279-302, 2011	155	2011
HC–ACO: The hyper-cube framework for Ant Colony Optimization C Blum, A Roli, M Dorigo Proceedings of MIC 2, 399-403, 2001	146	2001
On solving the assembly line worker assignment and balancing problem via beam search C Blum, C Miralles Computers & Operations Research 38 (1), 328-339, 2011	137	2011
Ant colony optimization for FOP shop scheduling: a case study on different pheromone representations C Blum, M Sampels Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat …, 2002	134	2002
Search bias in ant colony optimization: On the role of competition-balanced systems C Blum, M Dorigo IEEE Transactions on Evolutionary Computation 9 (2), 159-174, 2005	120	2005

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