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Bioinformatics

BibTeX
E. Hart, H. Bersini, and F. C. Santos. Structure versus function: a topological perspective on immune networks. Natural Computing, 9(3):603-624, 2010.
© Springer-Verlag 2010 – 10.1007/s11047-009-9138-8
Abstract
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H. Bersini. Software Replica of Minimal Living Processes. Origins of Life and Evolution of Biospheres, 40(2):121-130, January 2010.
Abstract
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H. Bersini. Emergence phenomena only belong to Biology. Synthese, (3), 2010.
© Springer 2010 – 10.1007/s11229-010-9724-4
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O. Korb, T. St├╝tzle, and T. E. Exner. Empirical Scoring Functions for Advanced Protein-Ligand Docking with PLANTS. Journal of Chemical Information and Modeling, 49(2):84-96, 2009.
URL Abstract
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R. Plasson and H. Bersini. Energetic and entropic analysis of a mirror symmetry breaking processes in a recycled microreversible chemical systems. Journal of Physical Chemistry B, 113(11):3477-3490, February 2009.
© American Chemical Society 2009 – 10.1021/jp803807p
Abstract
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T. Lenaerts and H. Bersini. A Synthon Approach to Artificial Chemistry. Artificial Life, 15(1):89-103, December 2009.
© MIT Press 2009 – 10.1162/artl.2009.15.1.15106
Abstract
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U. Salihoglu, H. Bersini, Y. Yamaguchi, and C. Molter. Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps. Neural Networks, 22(5-6):687-696, 2009.
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E. Hart, H. Bersini, and F. C. Santos. How affinity influences tolerance in an idiotypic network. Journal of Theoretical Biology, 249(3):422-436, 2007.
© Elsevier 2007 – 0.1016/j.jtbi.2007.07.019
URL Abstract
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C. Molter, U. Salihoglu, and H. Bersini. The Road to Chaos by Time-Asymmetric Hebbian Learning in Recurrent Neural Networks. Neural Computation, 19(1):80-110, 2007.
© MIT Press 2007 – 10.1162/neco.2007.19.1.80
URL Abstract
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R. Plasson, D. K. Kondepudi, H. Bersini, A. Commeyras, and K. Asakura. Emergence of homochirality in far-for-equilibrium systems: mechanisms and role in prebiotic chemistry. Chirality, 19(3):589-600, June 2007.
© Wiley 2007 – 10.1002/chir.20440
URL Abstract
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H. Bersini, T. Lenaerts, and F. C. Santos. Growing Biological Networks: Beyond the Gene Duplication Model. Journal of Theoretical Biology, 241(3):488-505, 2006.
© Elsevier 2006 – 10.1016/j.jtbi.2005.12.012
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R. Lenne, C. Solnon, T. St├╝tzle, E. Tannier, and M. Birattari. Reactive stochastic local search algorithms for the genomic median problem. In J. van Hemert and C. Cotta, editors, Evolutionary Computation in Combinatorial Optimization, 8th European Conference, EvoCOP 2008, volume 4972 of LNCS, pages 266-276. Springer-Verlag, Berlin, Germany, 2008.
© Springer-Verlag 2008
BibTeX
O. Korb, T. St├╝tzle, and T. E. Exner. PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 247-258. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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H. Bersini. Object-Oriented Refactoring of Existing Immune Models. In ICARIS, pages 27-40, 2009.
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R. Lenne, C. Solnon, T. St├╝tzle, E. Tannier, and M. Birattari. Effective stochastic local search algorithms for the genomic median problem. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 1-5, Brussels, Belgium, 2007.
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H. Bersini. Immune System Modeling: The OO Way. In ICARIS, pages 150-163, 2006.
URL Abstract
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F. Abbaci-Gaultier. Test. Test, test 2011. Test.
URL Abstract
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F. Sambo, M. Montes de Oca, B. Di Camillo, and T. St├╝tzle. On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error. Technical Report TR/IRIDIA/2009-008, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.

Business Intelligence

BibTeX
A. Mantrach, N. van Zeebroeck, P. Francq, M. Shimbo, H. Bersini, and M. Saerens. Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Pattern Recognition, 44(6):1212-1224, 2011.
© Elsevier 2011 – 10.1016/j.patcog.2010.11.019

Information Systems

pdf Abstract
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C. Schoonenbergh. Etude exploratoire de Linq. M├ęmoire d'Ing├ęnieur Civil Informaticien, Universit├ę libre de Bruxelles, Brussels, Belgium, 2010.
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P. Vitale. G├ęn├ęration automatique de code ├á partir des diagrammes d'├ętat transition. M├ęmoire d'Ing├ęnieur Civil Informaticien, Universit├ę libre de Bruxelles, Brussels, Belgium, 2008.
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K. Yagoubi. Evolution de design de circuit logique. M├ęmoire d'Ing├ęnieur Civil Informaticien, Universit├ę libre de Bruxelles, Brussels, Belgium, 2008.

Metaheuristics

BibTeX
J. Sabino, J. E. Leal, T. St├╝tzle, and M. Birattari. A multi-objective ant colony optimization method applied to switch engine scheduling in railroad yards. Pesquisa Operacional, 30(2):487-514, 2010.
BibTeX
L. Paquete and T. St├╝tzle. Analysis of Components of Stochastic Local Search Algorithms for the Multiobjective Traveling Salesman Problem and the Design of Algorithms. Computers & Operations Research, 36(9):2619-2631, 2009.
© Elsevier 2009
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K. F. Doerner, D. Merkle, and T. St├╝tzle. Special issue on Ant Colony Optimization. Swarm Intelligence, 3(1):1-2, 2009.
© Springer-Verlag 2009
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O. Korb, T. St├╝tzle, and T. E. Exner. Empirical Scoring Functions for Advanced Protein-Ligand Docking with PLANTS. Journal of Chemical Information and Modeling, 49(2):84-96, 2009.
BibTeX
F. Hutter, H. H. Hoos, K. Leyton-Brown, and T. St├╝tzle. ParamILS: An Automatic Algorithm Configuration Framework. Journal of Artificial Intelligence Research, 36:267-306, 2009.
© AI Access Foundation 2009 – http://dx.doi.org/10.1613/jair.2861
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P. M. Hahn, B.-J. Kim, W. L. Hightower, T. St├╝tzle, S. Kanthak, H. Samra, Z. Ding, and M. Guignard. The Quadratic Three-dimensional Assignment Problem: Exact and Heuristic Solution Methods. European Journal of Operational Research, 184(2):416-428, 2008.
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L. Paquete, T. Schiavinotto, and T. St├╝tzle. On Local Optima in Multiobjective Combinatorial Optimization Problems. Annals of Operations Research, 156:83-98, 2007.
© Springer-Verlag 2007
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T. St├╝tzle. Iterated Local Search for the Quadratic Assignment Problem. European Journal of Operational Research, 174(3):1519-1539, 2006.
© Elsevier 2006
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M. Dorigo, M. Birattari, and T. St├╝tzle. Ant Colony Optimization: Artificial ants as a computational intelligence technique. IEEE Computational Intelligence Magazine, 1(4):28-39, 2006.
© IEEE Computational Intelligence Society 2006
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G. R. Raidl, E. Alba, J. Bacardit, H.-G. Beyer, M. Birattari, C. Blum, P. A. N. Bosman, C. B. Congdon, D. Corne, C. Cotta, M. Di Penta, B. Doerr, R. Drechsle, M. Ebner, J. Grahl, T. Jansen, J. Knowles, T. Lenaerts, M. Middendorf, J. F. Miller, M. O'Neill, R. Poli, G. Squillero, K. O. Stanley, T. St├╝tzle, and J. van Hemert, editors. GECCO 2009: Genetic and Evolutionary Computation Conference. ACM Press, New York, NY, 2009.
© ACM Press 2009
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M. Birattari. Tuning Metaheuristics: A Machine Learning Perspective. Springer-Verlag, Berlin, Germany, 2009.
© Springer-Verlag 2009
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T. St├╝tzle, M. Birattari, and H. H. Hoos, editors. Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, 2nd International Workshop, SLS 2009, volume 5752 of LNCS. Springer-Verlag, Berlin, Germany, 2009.
© Springer-Verlag 2009
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D. Thierens, H.-G. Beyer, M. Birattari, J. Bongard, J. Branke, J. A. Clark, D. Cliff, C. B. Congdon, K. Deb, B. Doerr, T. Kovacs, S. Kumar, J. F. Miller, J. Moore, F. Neumann, M. Pelikan, R. Poli, K. Sastry, K. O. Stanley, T. St├╝tzle, R. Watson, and I. Wegener, editors. GECCO 2007: Genetic and Evolutionary Computation Conference. ACM Press, New York, NY, 2007.
© ACM Press 2007
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E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors. SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms. Number TR/IRIDIA/2007-018 in IRIDIA-Technical Report Series. IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, 2007.
© IRIDIA, Universit├ę Libre de Bruxelles 2007
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T. St├╝tzle, M. Birattari, and H. H. Hoos, editors. Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, International Workshop, SLS 2007, volume 4638 of LNCS. Springer-Verlag, Berlin, Germany, 2007.
© Springer-Verlag 2007
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H. H. Hoos and T. St├╝tzle. Stochastic Local Search--Foundations and Applications. Morgan Kaufmann Publishers, San Francisco, CA, 2004.
© Morgan Kaufmann Publishers 2004
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Z. Yuan, M. Montes de Oca, M. Birattari, and T. St├╝tzle. Modern continuous optimization algorithms for tuning real and integer algorithm parameters. In M. Dorigo, M. Birattari, G. Di Caro, R. Doursat, A. P. Engelbrecht, D. Floreano, L. M. Gambardella, R. Gro├č, E. Sahin, H. Sayama, and T. St├╝tzle, editors, Swarm Intelligence, 7th International Conference, ANTS 2010, volume 6234 of LNCS, pages 203-214. Springer-Verlag, Berlin, Germany, 2010.
© Springer-Verlag 2010
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P. Pellegrini, T. St├╝tzle, and M. Birattari. Off-line vs. on-line tuning: A study on MAX-MIN ant system for the TSP. In M. Dorigo, M. Birattari, G. Di Caro, R. Doursat, A. P. Engelbrecht, D. Floreano, L. M. Gambardella, R. Gro├č, E. Sahin, H. Sayama, and T. St├╝tzle, editors, Swarm Intelligence, 7th International Conference, ANTS 2010, volume 6234 of LNCS, pages 239-250. Springer-Verlag, Berlin, Germany, 2010.
© Springer-Verlag 2010
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Z. Yuan, T. St├╝tzle, and M. Birattari. MADS/F-Race: Mesh adaptive direct search meets F-Race. In N. Garc├şa-Pedrajas, H. Francisco, C. Fyfe, J. M. Ben├ştez, and M. Ali, editors, Trends in Applied Intelligent Systems, 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, volume 6096 of LNAI, pages 41-50. Springer-Verlag, Berlin, Germany, 2010.
© Springer-Verlag 2010
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M. Gagliolo, C. Legrand, and M. Birattari. Mixed-effects modeling of optimisation algorithm performance. In T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, 2nd International Workshop, SLS 2009, pages 150-154. Springer-Verlag, Berlin, Germany, 2009.
© Springer-Verlag 2009
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M. S. bin Hussin and T. St├╝tzle. Hierarchical Iterated Local Search for the Quadratic Assignment Problem. In M. J. Blesa, C. Blum, L. Di Gaspero, A. Roli, M. Sampels, and A. Schaerf, editors, Hybrid Metaheuristics6th International Workshop, HM 2009, volume 5818 of Lecture Notes in Computer Science, pages 115-129. Springer-Verlag, Heidelberg, Germany, 2009.
© Springer-Verlag 2009
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T. St├╝tzle. Ant Colony Optimization. In M. Ehrgott, C. M. Fonseca, X. Gandibleux, J.-K. Hao, and M. Sevaux, editors, Evolutionary Multi-Criterion Optimization, 5th International Conference, EMO 2009, volume 5467 of Lecture Notes in Computer Science, pages 698-705. Springer-Verlag, Heidelberg, Germany, 2009.
© Springer-Verlag 2009
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L. Paquete and T. St├╝tzle. Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis. In V. Barichard, M. Ehrgott, X. Gandibleux, and V. T'kindt, editors, Multi-Objective Programming and Goal Programming -- Theoretical Results and Practical Applications, volume 618 of Lecture Notes in Economics and Mathematical Systems, pages 69-78. Springer-Verlag, Berlin, Germany, 2009.
© Springer-Verlag 2009
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J. Dubois-Lacoste, M. López-Ibáñez, and T. Stützle. Effective Hybrid Stochastic Local Search Algorithms for Biobjective Permutation Flowshop Scheduling. In M. J. Blesa, C. Blum, L. Di Gaspero, A. Roli, M. Sampels, and A. Schaerf, editors, Hybrid Metaheuristics6th International Workshop, HM 2009, volume 5818 of Lecture Notes in Computer Science, pages 100-114. Springer-Verlag, Heidelberg, Germany, 2009.
© Springer-Verlag 2009
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M. Montes de Oca and T. St├╝tzle. Towards Incremental Social Learning in Optimization and Multiagent Systems. In W. Rand, S. G. Ficici, and R. Riolo, editors, Proceedings of the Evolutionary Computation and Multi-Agent Systems and Simulation Workshop (ECoMASS) of GECCO 2008, pages 1939-1944. ACM Press, 2008.
© ACM Press 2008
Abstract
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M. Montes de Oca, K. Van den Enden, and T. St├╝tzle. Incremental Particle Swarm-Guided Local Search for Continuous Optimization. In M. J. Blesa, editor, Hybrid Metaheuristics, 5th International Workshop, HM 2008, Proceedings, volume 5296 of Lecture Notes in Computer Science, pages 72-86. Springer-Verlag, Berlin, Germany, 2008.
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P. Balaprakash, M. Birattari, and T. St├╝tzle. Engineering stochastic local search algorithms: A case study in estimation-based local search for the probabilistic travelling salesman problem. In C. Cotta and J. van Hemert, editors, Recent Advances in Evolutionary Computation for Combinatorial Optimization, volume 153 of Studies in Computational Intelligence, pages 53-66. Springer-Verlag, Berlin, Germany, 2008.
© Springer-Verlag 2008
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R. Lenne, C. Solnon, T. St├╝tzle, E. Tannier, and M. Birattari. Reactive stochastic local search algorithms for the genomic median problem. In J. van Hemert and C. Cotta, editors, Evolutionary Computation in Combinatorial Optimization, 8th European Conference, EvoCOP 2008, volume 4972 of LNCS, pages 266-276. Springer-Verlag, Berlin, Germany, 2008.
© Springer-Verlag 2008
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M. Montes de Oca and T. St├╝tzle. Convergence Behavior of the Fully informed Particle Swarm Optimization Algorithm. In M. Keijzer et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2008, pages 71-78. ACM Press, 2008.
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Z. Yuan, A. Fügenschuh, H. Homfeld, P. Balaprakash, T. Stützle, and M. Schoch. Iterated Greedy Algorithms for a Real-World Cyclic Train Scheduling Problem. In M. J. Blesa, C. Blum, C. Cotta, A. J. Fernández, J. E. Gallardo, A. Roli, and M. Sampels, editors, Hybrid Metaheuristics, 5th International Workshop, HM 2008, volume 5296 of Lecture Notes in Computer Science, pages 102-116. Springer-Verlag, Heidelberg, Germany, 2008.
© Springer-Verlag 2008
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M. Chiarandini, I. Dumitrescu, and T. St├╝tzle. Very Large-Scale Neighborhood Search: Overview and Case Studies on Coloring Problems. In C. Blum, M. J. Blesa, A. Roli, and M. Sampels, editors, Hybrid Metaheuristics--An Emergent Approach to Optimization, volume 117 of Studies in Computational Intelligence, pages 117-150. Springer-Verlag, Berlin, Germany, 2008.
© Springer-Verlag 2008
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P. Balaprakash, M. Birattari, and T. St├╝tzle. Improvement strategies for the F-Race algorithm: Sampling design and iterative refinement. In Hybrid Metaheuristics, 4th International Workshop, HM 2007, volume 4771 of LNCS, pages 108-122. Springer-Verlag, Berlin, Germany, 2007.
© Springer-Verlag 2007
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P. Pellegrini and M. Birattari. Implementation effort and performance: A comparison of custom and out-of-the-box metaheuristics on the vehicle routing problem with stochastic demand. In T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, International Workshop, SLS 2007, volume 4638 of LNCS, pages 31-45. Springer-Verlag, Berlin, Germany, 2007.
© Springer-Verlag 2007
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L. Paquete, T. Stützle, and M. López-Ibáñez. Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems. In K. F. Doerner, M. Gendreau, P. Greistorfer, W. J. Gutjahr, R. F. Hartl, and M. Reimann, editors, Metaheuristics -- Progress in Complex Systems Optimization, volume 39 of Operations Research/Computer Science Interface Series, pages 325-344. Springer-Verlag, New York, NY, 2007.
© Springer-Verlag 2007
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F. Hutter, H. H. Hoos, and T. St├╝tzle. Automatic Algorithm Configuration based on Local Search. In R. C. Holte and A. Howe, editors, Proceedings of the 22nd Conference on Artificial Intelligence (AAAI), pages 1152-1157. AAAI Press, 2007.
© AAAI Press 2007
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M. Chiarandini, I. Dumitrescu, and T. St├╝tzle. Stochastic Local Search Algorithms for the Graph Coloring Problem. In T. F. Gonzalez, editor, Handbook of Approximation Algorithms and Metaheuristics, Computer and Information Science Series, pages 63-1--63-17. Chapman & Hall/CRC, Boca Raton, FL, 2007.
© Chapman & Hall/CRC 2007
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L. Paquete and T. St├╝tzle. Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: A Review. In T. F. Gonzalez, editor, Handbook of Approximation Algorithms and Metaheuristics, Computer and Information Science Series, pages 29-1--29-15. Chapman & Hall/CRC, Boca Raton, FL, 2007.
© Chapman & Hall/CRC 2007
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H. H. Hoos and T. St├╝tzle. Stochastic Local Search. In T. F. Gonzalez, editor, Handbook of Approximation Algorithms and Metaheuristics, Computer and Information Science Series, pages 19-1--19-13. Chapman & Hall/CRC, Boca Raton, FL, 2007.
© Chapman & Hall/CRC 2007
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H. H. Hoos and T. St├╝tzle. Empirical Analysis of Randomized Algorithms. In T. F. Gonzalez, editor, Handbook of Approximation Algorithms and Metaheuristics, Computer and Information Science Series, pages 14-1--14-17. Chapman & Hall/CRC, Boca Raton, FL, 2007.
© Chapman & Hall/CRC 2007
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J. Sabino, T. St├╝tzle, M. Birattari, and J. E. Leal. Ant Colony Optimization Applied to Switch Engine Scheduling in a Railroad Yard. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of LNCS, pages 502-503. Springer-Verlag, Berlin, Germany, 2006.
© Springer-Verlag 2006
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W. Wiesemann and T. St├╝tzle. Iterated Ants: An Experimental Study for the Quadratic Assignment Problem. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 179-190. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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M. Chiarandini, T. St├╝tzle, and K. S. Larsen. Colour Reassignment in Tabu Search for the Graph Set T-Colouring Problem. In F. Almeida, M. J. Blesa, C. Blum, J. M. Moreno, M. Perez, A. Roli, and M. Sampels, editors, Hybrid Metaheuristics, volume 4030 of Lecture Notes in Computer Science, pages 162-177. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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O. Korb, T. St├╝tzle, and T. E. Exner. PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 247-258. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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J. Gimmler, T. St├╝tzle, and T. E. Exner. Hybrid Particle Swarm Optimization: An Examination of the Influence of Iterative Improvement Algorithms on Performance. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 436-443. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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S. Becker, J. Gottlieb, and T. St├╝tzle. Applications of Racing Algorithms: An Industrial Perspective. In E.-G. Talbi, P. Liardet, P. Collet, E. Lutton, and M. Schoenauer, editors, Artificial Evolution: 7th International Conference, Evolution Artificielle, EA 2005, volume 3871 of Lecture Notes in Computer Science, pages 271-283. Springer-Verlag, Heidelberg, Germany, 2005.
© Springer-Verlag 2005
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M. Birattari, P. Balaprakash, and M. Dorigo. ACO/F-Race: Ant colony optimization and racing techniques for combinatorial optimization under uncertainty. In K. F. Doerner, M. Gendreau, P. Greistorfer, W. J. Gutjahr, R. F. Hartl, and M. Reimann, editors, MIC 2005: The 6th Metaheuristics International Conference, pages 107-112. Department of Business Administration, University of Vienna, Vienna, Austria, 2005.
© Department of Business Administration, University of Vienna 2005
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L. Bianchi, M. Birattari, M. Chiarandini, M. Manfrin, M. Mastrolilli, L. Paquete, O. Rossi-Doria, and T. Schiavinotto. Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. In X. Yao, E. Burke, J. A. Lozano, J. Q. Smith, J. J. Merelo-Guervós, J. A. Bullinaria, J. Rowe, P. Tiño, A. Kabán, and H.-P. Schwefel, editors, Parallel Problem Solving from Nature, 8th International Conference, PPSN VIII, volume 3242 of LNCS, pages 450-460. Springer-Verlag, Berlin, Germany, 2004.
© Springer-Verlag 2004
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H. R. Louren├žo, O. Martin, and T. St├╝tzle. Iterated Local Search. In F. Glover and G. Kochenberger, editors, Handbook of Metaheuristics, volume 57 of International Series in Operations Research & Management Science, pages 321-353. Kluwer Academic Publishers, Norwell, MA, 2002.
© Kluwer Academic Publishers 2002
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M. Birattari, T. St├╝tzle, L. Paquete, and K. Varrentrapp. A Racing Algorithm for Configuring Metaheuristics. In W. B. Langdon, E. Cant├║-Paz, K. Mathias, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A. C. Schultz, J. F. Miller, E. Burke, and N. Jonoska, editors, Proceedings of the Genetic and Evolutionary Computation Conference, pages 11-18. Morgan Kaufmann Publishers, San Francisco, CA, 2002.
© Morgan Kaufmann Publishers 2002
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T. St├╝tzle and H. H. Hoos. Analysing the Run-time Behaviour of Iterated Local Search for the Travelling Salesman Problem. In P. Hansen and C. Ribeiro, editors, Essays and Surveys on Metaheuristics, Operations Research/Computer Science Interfaces Series, pages 589-611. Kluwer Academic Publishers, Boston, MA, 2001.
© Kluwer Academic Publishers 2001
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H. H. Hoos and T. St├╝tzle. Local Search Algorithms for SAT: An Empirical Evaluation. In I. Gent, H. van Maaren, and T. Walsh, editors, SAT2000, volume 63 of Frontiers in Artificial Intelligence and Applications, pages 43-88. IOS Press, Amsterdam, The Netherlands, 2000.
© IOS Press 2000
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Z. Yuan, T. St├╝tzle, and M. Birattari. Combining F-Race and mesh adaptive direct search for automatic algorithm configuration. In F. Hutter and M. Montes de Oca, editors, SLS-DS 2009: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, Brussels, Belgium, 2009.
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T. Urlings, T. St├╝tzle, and R. Ruiz. Local Search Engineering for Highly Constrained Hybrid Flow Line Problems. In Proceedings of the Eleventh International Workshop on Project Management and Scheduling (PMS), pages 269-273, Istanbul, Turkey, 2008.
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R. Lenne, C. Solnon, T. St├╝tzle, E. Tannier, and M. Birattari. Effective stochastic local search algorithms for the genomic median problem. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 1-5, Brussels, Belgium, 2007.
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M. S. bin Hussin, T. St├╝tzle, and M. Birattari. A study of stochastic local search algorithms for the quadratic assignment problem. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 11-15, Brussels, Belgium, 2007.
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T. Huynh-Trung, T. St├╝tzle, M. Birattari, and Y. De Smet. A study of ant colony optimization algorithms for a biobjective permutation flowshop problem. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 58-62, Brussels, Belgium, 2007.
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M. Montes de Oca, T. St├╝tzle, M. Birattari, and M. Dorigo. Composing particle swarm optimization algorithms. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 6-10, Brussels, Belgium, 2007.
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P. Balaprakash, M. Birattari, T. St├╝tzle, and M. Dorigo. Sampling strategies and local search for stochastic combinatorial optimization. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 16-20, Brussels, Belgium, 2007.
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M. Manfrin, M. Birattari, T. St├╝tzle, and M. Dorigo. Communication policies for a parallel multi-colony ACO algorithm with identical colonies. In E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos, editors, SLS-DS 2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms, pages 31-35, Brussels, Belgium, 2007.
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M. Birattari and T. St├╝tzle. F-races: A tool for the automatic configuration of stochastic local search algorithms. In ECCO XIX - CO2006 Joint Meeting, Porto, Portugal, 2006.
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M. Guignard, P. M. Hahn, Z. Ding, B.-J. Kim, H. Samra, T. St├╝tzle, and S. Kanthak. Hybrid ARQ Symbol Mapping in Digital Wireless Communication Systems Based on the Quadratic 3-dimensional Assignment Problem (Q3AP). In Prodceedings of the 2005 NSF Design, Service and Manufacturing Grantees and Research Conference, Scottsdale, AZ, 2005. Http://www.fulton.asu.edu/dmii2005/.
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M. Chiarandini, T. St├╝tzle, and M. Birattari. Applying stochastic local search methods to timetabling: an engineering process. In R. De Leone, E. Marchitto, and A. G. Quaranta, editors, XXXVI Annual Conference of the Italian Operational Research Society, page 74, Camerino, Italy, 2005.
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H. H. Hoos, K. Smyth, and T. Stützle. Search Space Features Underlying the Performance of Stochastic Local Search Algorithms for MAX-SAT. In X. Yao, E. Burke, J. A. Lozano, J. Q. Smith, J. J. Merelo Guervós, J. A. Bullinaria, J. Rowe, P. Tiño, A. Kabán, and H.-P. Schwefel, editors, Proceedings of PPSN-VIII, Eigth International Conference on Parallel Problem Solving from Nature, Lecture Notes in Computer Science, pages 51-60, Berlin, Germany, 2004. Springer-Verlag.
© Springer-Verlag 2004
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T. St├╝tzle and S. Fernandes. New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms. In J. Gottlieb and G. R. Raidl, editors, Evolutionary Computation in Combinatorial Optimization: 4th European Conference, EvoCOP 2004, volume 3004 of Lecture Notes in Computer Science, pages 199-209, Berlin, Germany, 2004. Springer-Verlag.
© Springer-Verlag 2004
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L. Paquete, M. Chiarandini, and T. St├╝tzle. Pareto local optimum sets in the biobjective traveling salesman problem: An experimental study. In X. Gandibleux, M. Sevaux, K. S├Ârensen, and V. T'kindt, editors, Metaheuristics for Multiobjective Optimisation, volume 535 of Lecture Notes in Economics and Mathematical Systems, pages 177-200, Berlin, Germany, 2004. Springer-Verlag.
© Springer-Verlag 2004
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M. Pavlin, H. H. Hoos, and T. St├╝tzle. Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness. In Y. Xiang and B. Chaib-draa, editors, Advances in Artificial Intelligence, 16th Conference of the Canadian Society for Computational Studies of Intelligence, volume 2671 of Lecture Notes in Computer Science, pages 96-113, Berlin, Germany, 2003. Springer-Verlag.
© Springer-Verlag 2003
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K. Smyth, H. H. Hoos, and T. St├╝tzle. Iterated Robust Tabu Search for MAX-SAT. In Y. Xiang and B. Chaib-draa, editors, Advances in Artificial Intelligence, 16th Conference of the Canadian Society for Computational Studies of Intelligence, volume 2671 of Lecture Notes in Computer Science, pages 129-144, Berlin, Germany, 2003. Springer-Verlag.
© Springer-Verlag 2003
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L. Paquete and T. St├╝tzle. A Two-Phase Local Search for the Biobjective Traveling Salesman Problem. In C. M. Fonseca, P. J. Fleming, E. Zitzler, K. Deb, and L. Thiele, editors, Evolutionary Multi-Criterion Optimization, Second International Conference, EMO 2003, volume 2632 of Lecture Notes in Computer Science, pages 479-493, Berlin, Germany, 2003. Springer-Verlag.
© Springer-Verlag 2003
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T. Schiavinotto and T. St├╝tzle. Search Space Analysis for the Linear Ordering Problem. In G. R. Raidl, J.-A. Meyer, M. Middendorf, S. Cagnoni, J. J. R. Cardalda, D. Corne, J. Gottlieb, A. Guillot, E. Hart, C. G. Johnson, and E. Marchiori, editors, Applications of Evolutionary Computing, volume 2611 of Lecture Notes in Computer Science, pages 322-333, Berlin, Germany, 2003. Springer-Verlag.
© Springer-Verlag 2003
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I. Dumitrescu and T. St├╝tzle. Combinations of Local Search and Exact Algorithms. In G. R. Raidl, J.-A. Meyer, M. Middendorf, S. Cagnoni, J. J. R. Cardalda, D. Corne, J. Gottlieb, A. Guillot, E. Hart, C. G. Johnson, and E. Marchiori, editors, Applications of Evolutionary Computing, volume 2611 of Lecture Notes in Computer Science, pages 211-223, Berlin, Germany, 2003. Springer-Verlag.
© Springer-Verlag 2003
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L. Paquete and T. St├╝tzle. Empirical Analysis of Tabu Search for the Lexicographic Optimization of the Examination Timetabling Problem. In E. Burke and P. Causmaecker, editors, Proceedings of PATAT 2002 - Fourth International Conference on the Practice and Theory of Automated Timetabling, pages 413-420, Gent, Belgium, 2002.
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M. Chiarandini and T. St├╝tzle. An Application of Iterated Local Search to the Graph Coloring Problem. In D. S. Johnson, A. Mehrotra, and M. Trick, editors, Proceedings of the Computational Symposium on Graph Coloring and its Generalizations, pages 112-125, Ithaca, NY, 2002.
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L. Paquete and T. St├╝tzle. An Experimental Investigation of Iterated Local Search for Coloring Graphs. In S. Cagnoni, J. Gottlieb, E. Hart, M. Middendorf, and G. R. Raidl, editors, Applications of Evolutionary Computing, volume 2279 of Lecture Notes in Computer Science, pages 122-131, Berlin, Germany, 2002. Springer-Verlag.
© Springer-Verlag 2002
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M. Finger, T. St├╝tzle, and H. R. Louren├žo. Exploiting Fitness Distance Correlation of Set Covering Problems. In S. Cagnoni, J. Gottlieb, E. Hart, M. Middendorf, and G. R. Raidl, editors, Applications of Evolutionary Computing, volume 2279 of Lecture Notes in Computer Science, pages 61-71, Berlin, Germany, 2002. Springer-Verlag.
© Springer-Verlag 2002
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T. St├╝tzle, A. Gr├╝n, S. Linke, and M. R├╝ttger. A Comparison of Nature Inspired Heuristics on the Traveling Salesman Problem. In M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J. J. Merelo Guerv├│s, and H.-P. Schwefel, editors, Proceedings of PPSN-VI, Sixth International Conference on Parallel Problem Solving from Nature, volume 1917 of Lecture Notes in Computer Science, pages 661-670, Berlin, Germany, 2000. Springer-Verlag.
© Springer-Verlag 2000
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H. H. Hoos and T. St├╝tzle. Systematic vs.\ Local Search for SAT. In W. Burgard, T. Christaller, and A. B. Cremers, editors, KI-99: Advances in Artificial Intelligence, volume 1701 of Lecture Notes in Artificial Intelligence, pages 289-293, Berlin, Germany, 1999. Springer-Verlag.
© Springer-Verlag 1999
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T. St├╝tzle. Parallelization Strategies for Ant Colony Optimization. In A. E. Eiben, T. B├Ąck, M. Schoenauer, and H.-P. Schwefel, editors, Proceedings of PPSN-V, Fifth International Conference on Parallel Problem Solving from Nature, volume 1498 of Lecture Notes in Computer Science, pages 722-731, Berlin, Germany, 1998. Springer-Verlag.
© Springer-Verlag 1998
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H. H. Hoos and T. St├╝tzle. Evaluating Las Vegas Algorithms -- Pitfalls and Remedies. In Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI-98), pages 238-245, San Francisco, CA, 1998. Morgan Kaufmann Publishers.
© Morgan Kaufmann Publishers 1998
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T. St├╝tzle and H. H. Hoos. Improvements on the Ant System: Introducing the $\cal MAX$-$\cal MIN$ Ant System. In G. D. Smith, N. C. Steele, and R. F. Albrecht, editors, Artificial Neural Networks and Genetic Algorithms, pages 245-249, Vienna, Austria, 1998. Springer-Verlag.
© Springer-Verlag 1998
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H. H. Hoos and T. St├╝tzle. Some Surprising Regularities in the Behaviour of Stochastic Local Search. In M. Maher and J.-F. Puget, editors, Principles and Practice of Constraint Programming - CP98, volume 1520 of Lecture Notes in Computer Science, page 470, Berlin, Germany, 1998. Springer-Verlag.
© Springer-Verlag 1998
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T. St├╝tzle and H. H. Hoos. The $\cal MAX$-$\cal MIN$ Ant System and Local Search for the Traveling Salesman Problem. In T. B├Ąck, Z. Michalewicz, and X. Yao, editors, Proceedings of the 1997 IEEE International Conference on Evolutionary Computation (ICEC'97), pages 309-314, Piscataway, NJ, 1997. IEEE Press.
© IEEE Press 1997
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O. Steinmann, A. Strohmaier, and T. St├╝tzle. Tabu Search vs.\ Random Walk. In G. Brewka, C. Habel, and B. Nebel, editors, KI-97: Advances in Artificial Intelligence, volume 1303 of Lecture Notes in Artificial Intelligence, pages 337-348, Berlin, Germany, 1997. Springer-Verlag.
© Springer-Verlag 1997
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G. Bontempi and M. Birattari. Lazy learning indirect control for discrete time non-linear systems. In T. A. Johansen and B. A. Foss, editors, Abstracts of Workshop on Multiple Model Approaches to Modelling and Control, pages 72-80, Trondheim, Norway, 1997.
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H. Bersini, M. Birattari, and G. Bontempi. Combining Dynamic Programming and Neurocontrol: Some Basic Issues. In H. Bersini, M. Dorigo, P. Y. Glorennec, L. Jouffe, and E. Anquetil, editors, Third European Workshop on Reinforcement Learning, Rennes, France, 1997.
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T. St├╝tzle. A Neural Network Approach to Quality Control Charts. In J. Mira and F. Sandoval, editors, Proceedings of the International Workshop on Artificial Neural Networks, volume 930 of Lecture Notes in Computer Science, pages 1135-1141, Berlin, Germany, 1995. Springer-Verlag.
© Springer-Verlag 1995
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J. Dubois-Lacoste. Effective Stochastic Local Search Algorithms For Bi-Objective Permutation Flowshop Scheduling. Rapport d'avancement de recherches, Formation Doctorale en Sciences de l'Ing├ęnieur, Universit├ę libre de Bruxelles, Brussels, Belgium, 2010.
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T. St├╝tzle. Local Search Algorithms for Combinatorial Problems -- Analysis, Improvements, and New Applications. PhD thesis, Technischen Universit├Ąt Darmstadt, Darmstadt, Germany, 1998.
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H. H. Hoos and T. St├╝tzle, editors. Proceedings of the IJCAI-01 Workshop on Stochastic Search Algorithms, August 2001.
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H. H. Hoos and T. St├╝tzle, editors. Proceedings of the IJCAI-01 Workshop on Empirical Methods in Artificial Intelligence, August 2001.
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J. Dubois-Lacoste, M. L├│pez-Ib├í├▒ez, and T. St├╝tzle. Adaptive ”Anytime” Two-Phase Local Search. Technical Report TR/IRIDIA/2009-026, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, October 2009.
URL Abstract
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F. Hutter and M. Montes de Oca. SLS-DS 2009: Doctoral Symposium on Engineering Stochastic Local Search Algorithms. Technical Report TR/IRIDIA/2009-024, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, August 2009.
URL Abstract
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J. Dubois-Lacoste, M. L├│pez-Ib├í├▒ez, and T. St├╝tzle. Effective Hybrid Stochastic Local Search Algorithms for Biobjective Permutation Flowshop Scheduling. Technical Report TR/IRIDIA/2009-020, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2009.
URL Abstract
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M. L├│pez-Ib├í├▒ez and T. St├╝tzle. An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP. Technical Report TR/IRIDIA/2009-019, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2009.
URL Abstract
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M. Birattari, Z. Yuan, P. Balaprakash, and T. St├╝tzle. F-Race and Iterated F-Race: An Overview. Technical Report TR/IRIDIA/2009-018, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2009.
URL Abstract
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P. Balaprakash, M. Birattari, T. St├╝tzle, and M. Dorigo. Estimation-based Metaheuristics for the Probabilistic Traveling Salesman Problem. Technical Report TR/IRIDIA/2009-017, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2009.
URL Abstract
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M. L├│pez-Ib├í├▒ez, L. Paquete, and T. St├╝tzle. Exploratory Analysis of Stochastic Local Search Algorithms in Biobjective Optimization. Technical Report TR/IRIDIA/2009-015, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
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M. Dorigo and T. St├╝tzle. Ant Colony Optimization: Overview and Recent Advances. Technical Report TR/IRIDIA/2009-013, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
URL Abstract
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C. Twomey, T. St├╝tzle, M. Dorigo, M. Manfrin, M. Birattari, and F. Abbaci-Gaultier. An Analysis of Communication Policies for Homogeneous Multi-colony ACO Algorithms. Technical Report TR/IRIDIA/2009-012, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
URL Abstract
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F. Sambo, M. Montes de Oca, B. Di Camillo, and T. St├╝tzle. On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error. Technical Report TR/IRIDIA/2009-008, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
URL Abstract
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L. Paquete and T. St├╝tzle. On the Performance of Local Search for the Biobjective Traveling Salesman Problem. Technical Report TR/IRIDIA/2009-005, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, March 2009.
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Y. Borenstein and C. Philemotte. Preprocessing Fitness Functions. Technical Report TR/IRIDIA/2008-003, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, January 2008.
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P. Balaprakash, M. Birattari, T. St├╝tzle, and M. Dorigo. An Experimental Study of Estimation-based Metaheuristics for the Probabilistic Traveling Salesman Problem. Technical Report TR/IRIDIA/2007-021, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, December 2007.
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K. Socha and M. Dorigo. Ant Colony Optimization for Mixed-Variable Optimization Problems. Technical Report TR/IRIDIA/2007-019, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, October 2007.
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E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos. SLS-DS2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms. Technical Report TR/IRIDIA/2007-014, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, September 2007.
pdf Abstract
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P. Balaprakash, M. Birattari, T. St├╝tzle, and M. Dorigo. Sampling Strategies and Local Search for Stochastic Combinatorial Optimization. Technical Report TR/IRIDIA/2007-012, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2007.
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P. Balaprakash, M. Birattari, and T. St├╝tzle. Improvement Strategies for the F-Race algorithm: Sampling Design and Iterative Refinement. Technical Report TR/IRIDIA/2007-011, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2007.
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R. Ruiz and T. St├╝tzle. An Iterated Greedy Heuristic for the Sequence Dependent Setup Times Flowshop Problem with Makespan and Weighted Tardiness Objectives. Technical Report TR/IRIDIA/2006-002, IRIDIA, Universit├ę Libre de Bruxelles, January 2006. Submitted to European Journal of Operational Research.
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L. Paquete and T. St├╝tzle. Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: A Review. Technical Report TR/IRIDIA/2006-001, IRIDIA, Universit├ę Libre de Bruxelles, January 2006. Submitted.
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L. Paquete, T. St├╝tzle, and M. L├│pez-Ib├í├▒ez. On the Design and Analysis of SLS Algorithms for Multiobjective Combinatorial Optimization Problems. Technical Report TR/IRIDIA/2005-027, IRIDIA, Universit├ę Libre de Bruxelles, November 2005. Submitted.
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L. Paquete, T. Schiavinotto, and T. St├╝tzle. On Local Optima in Multiobjective Combinatorial Optimization Problems. Technical Report AIDA-04-10, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, November 2004.
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M. Risler, M. Chiarandini, L. Paquete, T. Schiavinotto, and T. St├╝tzle. An algorithm for the car sequencing problem of the ROADEF 2005 Challenge. Technical Report AIDA-04-06, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, March 2004.
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I. Dumitrescu and T. St├╝tzle. A Survey of Methods that Combine Local Search and Exact Algorithms. Technical Report AIDA-03-07, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 2003. Submitted to European Journal of Operational Research.
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M. Chiarandini, I. Dumitrescu, and T. St├╝tzle. Local Search for the Graph Colouring Problem--A Computational Study. Technical Report AIDA-03-01, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 2003.
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M. Chiarandini and T. St├╝tzle. An Experimental Analysis of Metaheuristics for Course Timetabling. Technical Report AIDA-02-04, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 2002.
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K. Varrentrapp, T. St├╝tzle, and V. Maniezzo. The Long Term Car Pooling Problem - On the Soundness of the Problem Formulation and Proof of NP-completeness. Technical Report AIDA-02-03, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 2002.
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L. Paquete and T. St├╝tzle. Empirical Analysis of Tabu Search for the Lexicographic Optimization of the Examination Timetabling Problem. Technical Report AIDA-02-02, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 2002.
BibTeX
T. St├╝tzle, H. H. Hoos, and A. Roli. A Review of the Literature on Local Search Algorithms for MAX-SAT. Technical Report AIDA-01-02, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 2001.
BibTeX
T. St├╝tzle and H. H. Hoos. Analyzing the Run-time Behaviour of Iterated Local Search for the TSP. Technical Report IRIDIA/2000-01, IRIDIA, Universit├ę Libre de Bruxelles, 2000.
BibTeX
T. St├╝tzle. Iterated Local Search for the Quadratic Assignment Problem. Technical Report AIDA-99-03, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, 1999.
BibTeX
H. H. Hoos and T. St├╝tzle. Systematic versus Local Search. Technical Report 99-06, Computer Science Department, University of British Columbia, Vancouver, Canada, 1999.
BibTeX
T. St├╝tzle. Applying Iterated Local Search to the Permutation Flow Shop Problem. Technical Report AIDA-98-04, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, August 1998.
BibTeX
H. H. Hoos and T. St├╝tzle. Characterizing the Run-time Behavior of Stochastic Local Search. Technical Report AIDA-98-01, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, January 1998.
BibTeX
T. St├╝tzle. $\cal MAX$-$\cal MIN$ Ant System for the Quadratic Assignment Problem. Technical Report AIDA-97-4, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, July 1997.
BibTeX
H. H. Hoos and T. St├╝tzle. A Characterization of GSAT's Performance on a Class of Hard Structured Problems. Technical Report AIDA-96-20, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, December 1996.
BibTeX
T. St├╝tzle and H. H. Hoos. Improving the Ant-System: The $\cal MAX$-$\cal MIN$ Ant System. Technical Report AIDA-96-12, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, August 1996.
BibTeX
T. St├╝tzle. A Neural Network Approach to Quality Control Charts. Technical Report TR-7-95, Department of Statistics and Operations Research, Faculty of Mathematics, Universidad Complutense de Madrid, Madrid, Spain, April 1995.

Operational Research

pdf Abstract
BibTeX
K. Socha and M. Dorigo. Ant Colony Optimization for Mixed-Variable Optimization Problems. Technical Report TR/IRIDIA/2007-019, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, October 2007.
BibTeX
E. Ridge, T. St├╝tzle, M. Birattari, and H. H. Hoos. SLS-DS2007: Doctoral Symposium on Engineering Stochastic Local Search Algorithms. Technical Report TR/IRIDIA/2007-014, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, September 2007.
pdf Abstract
BibTeX
P. Balaprakash, M. Birattari, T. St├╝tzle, and M. Dorigo. Sampling Strategies and Local Search for Stochastic Combinatorial Optimization. Technical Report TR/IRIDIA/2007-012, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2007.
Abstract
BibTeX
M. Birattari, P. Balaprakash, T. St├╝tzle, and M. Dorigo. Estimation-based Local Search for Stochastic Combinatorial Optimization. Technical Report TR/IRIDIA/2007-003, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, February 2007.

Swarm Intelligence

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J. Sabino, J. E. Leal, T. St├╝tzle, and M. Birattari. A multi-objective ant colony optimization method applied to switch engine scheduling in railroad yards. Pesquisa Operacional, 30(2):487-514, 2010.
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K. F. Doerner, D. Merkle, and T. St├╝tzle. Special issue on Ant Colony Optimization. Swarm Intelligence, 3(1):1-2, 2009.
© Springer-Verlag 2009
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O. Korb, T. St├╝tzle, and T. E. Exner. Empirical Scoring Functions for Advanced Protein-Ligand Docking with PLANTS. Journal of Chemical Information and Modeling, 49(2):84-96, 2009.
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L. Paquete, T. Schiavinotto, and T. St├╝tzle. On Local Optima in Multiobjective Combinatorial Optimization Problems. Annals of Operations Research, 156:83-98, 2007.
© Springer-Verlag 2007
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T. St├╝tzle. Iterated Local Search for the Quadratic Assignment Problem. European Journal of Operational Research, 174(3):1519-1539, 2006.
© Elsevier 2006
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M. Dorigo, M. Birattari, and T. St├╝tzle. Ant Colony Optimization: Artificial ants as a computational intelligence technique. IEEE Computational Intelligence Magazine, 1(4):28-39, 2006.
© IEEE Computational Intelligence Society 2006
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Z. Yuan, M. Montes de Oca, M. Birattari, and T. St├╝tzle. Modern continuous optimization algorithms for tuning real and integer algorithm parameters. In M. Dorigo, M. Birattari, G. Di Caro, R. Doursat, A. P. Engelbrecht, D. Floreano, L. M. Gambardella, R. Gro├č, E. Sahin, H. Sayama, and T. St├╝tzle, editors, Swarm Intelligence, 7th International Conference, ANTS 2010, volume 6234 of LNCS, pages 203-214. Springer-Verlag, Berlin, Germany, 2010.
© Springer-Verlag 2010
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P. Pellegrini, T. St├╝tzle, and M. Birattari. Off-line vs. on-line tuning: A study on MAX-MIN ant system for the TSP. In M. Dorigo, M. Birattari, G. Di Caro, R. Doursat, A. P. Engelbrecht, D. Floreano, L. M. Gambardella, R. Gro├č, E. Sahin, H. Sayama, and T. St├╝tzle, editors, Swarm Intelligence, 7th International Conference, ANTS 2010, volume 6234 of LNCS, pages 239-250. Springer-Verlag, Berlin, Germany, 2010.
© Springer-Verlag 2010
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T. St├╝tzle. Ant Colony Optimization. In M. Ehrgott, C. M. Fonseca, X. Gandibleux, J.-K. Hao, and M. Sevaux, editors, Evolutionary Multi-Criterion Optimization, 5th International Conference, EMO 2009, volume 5467 of Lecture Notes in Computer Science, pages 698-705. Springer-Verlag, Heidelberg, Germany, 2009.
© Springer-Verlag 2009
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L. Paquete and T. St├╝tzle. Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis. In V. Barichard, M. Ehrgott, X. Gandibleux, and V. T'kindt, editors, Multi-Objective Programming and Goal Programming -- Theoretical Results and Practical Applications, volume 618 of Lecture Notes in Economics and Mathematical Systems, pages 69-78. Springer-Verlag, Berlin, Germany, 2009.
© Springer-Verlag 2009
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M. Montes de Oca and T. St├╝tzle. Towards Incremental Social Learning in Optimization and Multiagent Systems. In W. Rand, S. G. Ficici, and R. Riolo, editors, Proceedings of the Evolutionary Computation and Multi-Agent Systems and Simulation Workshop (ECoMASS) of GECCO 2008, pages 1939-1944. ACM Press, 2008.
© ACM Press 2008
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M. Montes de Oca, K. Van den Enden, and T. St├╝tzle. Incremental Particle Swarm-Guided Local Search for Continuous Optimization. In M. J. Blesa, editor, Hybrid Metaheuristics, 5th International Workshop, HM 2008, Proceedings, volume 5296 of Lecture Notes in Computer Science, pages 72-86. Springer-Verlag, Berlin, Germany, 2008.
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M. Montes de Oca and T. St├╝tzle. Convergence Behavior of the Fully informed Particle Swarm Optimization Algorithm. In M. Keijzer et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2008, pages 71-78. ACM Press, 2008.
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J. Sabino, T. St├╝tzle, M. Birattari, and J. E. Leal. Ant Colony Optimization Applied to Switch Engine Scheduling in a Railroad Yard. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of LNCS, pages 502-503. Springer-Verlag, Berlin, Germany, 2006.
© Springer-Verlag 2006
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W. Wiesemann and T. St├╝tzle. Iterated Ants: An Experimental Study for the Quadratic Assignment Problem. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 179-190. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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O. Korb, T. St├╝tzle, and T. E. Exner. PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 247-258. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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J. Gimmler, T. St├╝tzle, and T. E. Exner. Hybrid Particle Swarm Optimization: An Examination of the Influence of Iterative Improvement Algorithms on Performance. In M. Dorigo, L. M. Gambardella, M. Birattari, A. Martinoli, R. Poli, and T. St├╝tzle, editors, Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, volume 4150 of Lecture Notes in Computer Science, pages 436-443. Springer-Verlag, Heidelberg, Germany, 2006.
© Springer-Verlag 2006
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M. Birattari, P. Balaprakash, and M. Dorigo. ACO/F-Race: Ant colony optimization and racing techniques for combinatorial optimization under uncertainty. In K. F. Doerner, M. Gendreau, P. Greistorfer, W. J. Gutjahr, R. F. Hartl, and M. Reimann, editors, MIC 2005: The 6th Metaheuristics International Conference, pages 107-112. Department of Business Administration, University of Vienna, Vienna, Austria, 2005.
© Department of Business Administration, University of Vienna 2005
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T. St├╝tzle. Parallelization Strategies for Ant Colony Optimization. In A. E. Eiben, T. B├Ąck, M. Schoenauer, and H.-P. Schwefel, editors, Proceedings of PPSN-V, Fifth International Conference on Parallel Problem Solving from Nature, volume 1498 of Lecture Notes in Computer Science, pages 722-731, Berlin, Germany, 1998. Springer-Verlag.
© Springer-Verlag 1998
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T. St├╝tzle and H. H. Hoos. Improvements on the Ant System: Introducing the $\cal MAX$-$\cal MIN$ Ant System. In G. D. Smith, N. C. Steele, and R. F. Albrecht, editors, Artificial Neural Networks and Genetic Algorithms, pages 245-249, Vienna, Austria, 1998. Springer-Verlag.
© Springer-Verlag 1998
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T. St├╝tzle and H. H. Hoos. The $\cal MAX$-$\cal MIN$ Ant System and Local Search for the Traveling Salesman Problem. In T. B├Ąck, Z. Michalewicz, and X. Yao, editors, Proceedings of the 1997 IEEE International Conference on Evolutionary Computation (ICEC'97), pages 309-314, Piscataway, NJ, 1997. IEEE Press.
© IEEE Press 1997
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T. Liao. Improved ant colony optimization algorithms for continuous and mixed discrete-continuous optimization problems. Rapport d'avancement de recherches, Formation Doctorale en Sciences de l'Ing├ęnieur, Universit├ę libre de Bruxelles, Brussels, Belgium, 2011.
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M. Brambilla. Collective Transport with Obstacle Avoidance through Socially-Mediated Negotiation. Rapport d'avancement de recherches, Formation Doctorale en Sciences de l'Ing├ęnieur, Universit├ę libre de Bruxelles, Brussels, Belgium, 2011.
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N. Mathews. Towards Cooperation in a Heterogeneous Robot Swarm through Spatially Targeted Communication. Rapport d'avancement de recherches, Formation Doctorale en Sciences de l'Ing├ęnieur, Universit├ę libre de Bruxelles, Brussels, Belgium, 2010.
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A. Sidis. Etude du d├â┬ęplacement en essaim de robots e-puck. M├ęmoire d'Ing├â┬ęnieur Civil Informaticien, Universit├ę libre de Bruxelles, Brussels, Belgium, 2009.
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M. Brambilla. A Reliable Distributed Algorithm for Group Size Estimation. M├ęmoire d'Ing├â┬ęnieur Civil Informaticien, Universit├ę libre de Bruxelles, Brussels, Belgium, 2009.
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M. Montes de Oca, E. Ferrante, N. Mathews, M. Birattari, and M. Dorigo. Optimal Collective Decision-Making through Social Influence and Different Action Execution Times. Technical Report TR/IRIDIA/2009-023, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, August 2009.
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R. O'Grady, R. Gro├č, A. Christensen, and M. Dorigo. Distributed Control to Implement Self-Assembly Strategies for the Hill Crossing Task. Technical Report TR/IRIDIA/2009-022, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, August 2009.
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M. Brambilla and S. Magnenat. ASEBA for ARGoS. Technical Report TR/IRIDIA/2009-016, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
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?. Guti├ęrrez, A. Campo, D. Fern├índez, F. Monasterio-Huelin, and L. Magdalena. Social Odometry: A Self-Organized Distributed Location Algorithm. Technical Report TR/IRIDIA/2009-014, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
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R. O'Grady, R. Gro├č, A. Christensen, F. Mondada, M. Bonani, and M. Dorigo. Swarm-bots to the Rescue. Technical Report TR/IRIDIA/2009-011, IRIDIA, Universit├ę Libre de Bruxelles, May 2009.
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E. Ferrante. A Control Architecture for a Heterogeneous Swarm of Robots: The Design of a Modular Behavior-based Architecture. Technical Report TR/IRIDIA/2009-010, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
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G. Pini. Towards Collective Robotics in a 3D Space: Simulation With Hand-bot Robots. Technical Report TR/IRIDIA/2009-009, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
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A. Brutschy. Task Allocation in Swarm Robotics. Towards a Method for Self-Organized Allocation to Complex Tasks. Technical Report TR/IRIDIA/2009-007, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2009.
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G. Pini, A. Brutschy, M. Birattari, and M. Dorigo. Interference Reduction Through Task Partitioning in a Robotic Swarm. Technical Report TR/IRIDIA/2009-006, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, April 2009.
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R. O'Grady, A. Christensen, and M. Dorigo. Supervised Group Size Regulation in a Heterogeneous Robotic Swarm. Technical Report TR/IRIDIA/2009-004, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, March 2009.
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S. Nouyan, R. Gro├č, M. Bonani, F. Mondada, and M. Dorigo. Teamwork in Self-Organised Robot Colonies. Technical Report TR/IRIDIA/2008-005, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, February 2008.
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C. Ampatzis, E. Tuci, V. Trianni, A. Christensen, and M. Dorigo. Evolving Autonomous Self-Assembly in Homogeneous Robots. Technical Report TR/IRIDIA/2008-004, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, January 2008.
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A. Christensen, R. O'Grady, and M. Dorigo. From Fireflies to Fault Tolerant Swarms of Robots. Technical Report TR/IRIDIA/2008-002, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, January 2008.
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R. O'Grady, A. Christensen, and M. Dorigo. SWARMORPH: Multi-Robot Morphogenesis using Directional Self-Assembly. Technical Report TR/IRIDIA/2008-001, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, January 2008.
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E. Tuci and C. Ampatzis. Evolution of Acoustic Communication Between Two Cooperating Robots. Technical Report TR/IRIDIA/2007-013, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, June 2007.
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A. Christensen, R. O'Grady, M. Birattari, and M. Dorigo. Exogenous Fault Detection in a Collective Robotic Task. Technical Report TR/IRIDIA/2007-010, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2007.
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A. Christensen, R. O'Grady, and M. Dorigo. A Mechanism to Self-Assemble Patterns with Autonomous Robots. Technical Report TR/IRIDIA/2007-009, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, May 2007.
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R. O'Grady, R. Gro├č, A. Christensen, F. Mondada, M. Bonani, and M. Dorigo. Performance Benefits of Self-Assembly in a Swarm-Bot. Technical Report TR/IRIDIA/2007-008, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, April 2007.
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M. Montes de Oca, T. St├╝tzle, M. Birattari, and M. Dorigo. Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm. Technical Report TR/IRIDIA/2007-006, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, March 2007.
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S. Nouyan and M. Dorigo. Path Formation in a Robot Swarm. Technical Report TR/IRIDIA/2007-002, IRIDIA, Universit├ę Libre de Bruxelles, Brussels, Belgium, February 2007.
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T. St├╝tzle. $\cal MAX$-$\cal MIN$ Ant System for the Quadratic Assignment Problem. Technical Report AIDA-97-4, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, July 1997.
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T. St├╝tzle and H. H. Hoos. Improving the Ant-System: The $\cal MAX$-$\cal MIN$ Ant System. Technical Report AIDA-96-12, FG Intellektik, FB Informatik, Technische Universit├Ąt Darmstadt, August 1996.


Updated: 2017-03-27