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 Catalunya - BarcelonaTechVerified email at upc.edu
Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Hugo Hernández PibernatKing.comVerified email at king.com
Pedro Pablo Pinacho DavidsonDIICC, Facultad de Ingeniería, Universidad de ConcepciónVerified email at udec.cl
Salim BouamamaDepartment of Computer Science, Ferhat Abbas University Sétif 1, Sétif, Algeria.Verified email at univ-setif.dz
Thomas StützleF.R.S.-FNRS Research Director, Université Libre de Bruxelles (ULB)Verified email at ulb.ac.be
Gabriela OchoaProfessor of Computer Science, University of StirlingVerified email at cs.stir.ac.uk
Manuel López-IbáñezAlliance Manchester Business School, University of Manchester, UKVerified email at manchester.ac.uk
Jakob PuchingerProfessor in Supply Chain Management and Logistics at EM NormandieVerified email at em-normandie.fr
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
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
Filippo BistaffaTenured Researcher, IIIA-CSICVerified email at iiia.csic.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 usi.ch
Verena SchmidBayer Consumer Care AGVerified email at bayer.com

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	5522	2003
Ant colony optimization theory: A survey M Dorigo, C Blum Theoretical computer science 344 (2-3), 243-278, 2005	3249	2005
Ant colony optimization: Introduction and recent trends C Blum Physics of Life reviews 2 (4), 353-373, 2005	1569	2005
Hybrid metaheuristics in combinatorial optimization: A survey C Blum, J Puchinger, GR Raidl, A Roli Applied Soft Computing 11 (6), 4135-4151, 2011	1032	2011
Swarm intelligence in optimization C Blum, X Li Swarm Intelligence, 43-85, 2008	665	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	590	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	548	2005
Swarm intelligence: introduction and applications C Blum, D Merkle Springer Science & Business Media, 2008	489	2008
Hybrid metaheuristics: an emerging approach to optimization C Blum, A Roli, M Sampels Springer, 2008	390	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	337	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	324	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	230	2005
Hybrid metaheuristics: an introduction C Blum, A Roli Hybrid Metaheuristics, 1-30, 2008	225	2008
Beam-ACO for the travelling salesman problem with time windows M López-Ibáñez, C Blum Computers & Operations Research 37 (9), 1570-1583, 2010	184	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	161	2011
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	152	2011
HC–ACO: The hyper-cube framework for Ant Colony Optimization C Blum, A Roli, M Dorigo Proceedings of MIC 2, 399-403, 2001	147	2001
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	136	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	122	2005

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