Katja Verbeeck

Campus: Technologiecampus Gent
E-mail: katja.verbeeck@odisee.be
Studiegebied: Industriële Wetenschappen en Technologie

 Projecten:

Bibliography
Bibliography
Journal articles
Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2015). A learning-based optimization approach to multi-project scheduling. Journal of Scheduling, 18 (1), 61-74. doi: 10.1007/s10951-014-0401-1 Open Access
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). An investigation on the generality level of selection hyper-heuristics under different empirical conditions. Applied Soft Computing, 13 (7), 3335-3353. doi: 10.1016/j.asoc.2013.02.006
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). A New Hyper-heuristic as a General Problem Solver: an Implementation in HyFlex. Journal of Scheduling, 16 (3), 291-311. doi: 10.1007/s10951-012-0295-8
Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). Boosting Metaheuristic Search Using Reinforcement Learning. 434, Art.No. 17, 433-452.
Wauters, T., Verbeeck, K., Verstraete, P., Vanden Berghe, G., De Causmaecker, P. (2012). Real-world production scheduling for the food industry: an integrated approach. Engineering Applications of Artificial Intelligence, 25 (2), 222-228. doi: 10.1016/j.engappai.2011.05.002
Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2011). Learning agents for the multi-mode project scheduling problem. Journal of the Operational Research Society, 62 (2), 281-290. doi: 10.1057/jors.2010.101
Vrancx, P., Verbeeck, K., Nowe, A. (2010). Analyzing the dynamics of stigmergetic interactions through pheromone games. Theoretical Computer Science, 411 (21), 2116-2126. doi: 10.1016/j.tcs.2010.03.004
Vrancx, P., Verbeeck, K., Nowe, A. (2008). Decentralized learning in Markov games. IEEE Transactions on Systems, Man and Cybernetics B, Cybernetics, 38 (4), 976-981. doi: 10.1109/TSMCB.2008.920998
Dejong, S., Tuyls, K., Verbeeck, K. (2008). Fairness in multi-agent systems. The Knowledge Engineering Review, 23 (2), 153-180. doi: 10.1017/S026988890800132X
Verbeeck, K., Nowe, A., Parent, J., Tuyls, K. (2007). Exploring selfish reinforcement learning in repeated games with stochastic rewards. Autonomous Agents and Multi-agent Systems, 14 (3), 239-269. doi: 10.1007/s10458-006-9007-0
Verbeeck, K., Nowe, A. (2002). Colonies of learning automata. IEEE Transactions on Systems, Man and Cybernetics B, Cybernetics, 32 (6), 772-780.
Books
De Causmaecker, P., Maervoet, J., Messelis, T., Verbeeck, K., Vermeulen, T. (Eds.) (2011). Proceedings of BNAIC 2011. (Proceedings of BNAIC, 23). Drongen: Nevelland.
Tuyls, K., 'T Hoen, P.J., Verbeeck, K., Sen, S. (2006). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. (3898 LNAI). ISBN: 3540330534.
Conference Proceedings
Maervoet, J., Brackman, P., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). Tour Suggestion for Outdoor Activities. In: S.H L. Liang, X. Wang, C. Claramunt (Eds.), Lecture Notes in Computer Science: vol. 7820, (54-63). Presented at the W2GIS 2013, Banff, AB, Canada, 04 Apr 2013-05 Apr 2013. Heidelberg, Germany. ISBN: 978-3-642-37086-1. doi: 10.1007/978-3-642-37087-8_5 Open Access
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). The Effect of the Set of Low-level Heuristics on the Performance of Selection Hyper-heuristics. In: C.A. Coello Coello, V. Cutello, K. Deb, S. Forrest, G. Nicosia, M. Pavone (Eds.), the 12th International Conference on Parallel Problem Solving From Nature (PPSN'12): vol. 7492, (408-417). Presented at the the 12th International Conference on Parallel Problem Solving From Nature (PPSN'12), Taormina, Italy, 01 Sep 2012-05 Sep 2012.
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). An Intelligent Hyper-heuristic Framework for CHeSC 2011. In: the 6th Learning and Intelligent OptimizatioN Conference (LION12). Presented at the the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France, 16 Jan 2012-20 Jan 2012. Open Access
Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). Fast permutation learning. In: Y. Hamadi, M. Schoenauer (Eds.), LION 6 proceedings, (292-306). Presented at the Learning and Intelligent OptimizatioN Conference, Paris, France, 16 Jan 2012-20 Jan 2012.
Wauters, T., Verstraete, P., De Causmaecker, P., Vanden Berghe, G., Verbeeck, K. (2011). The MESware scheduler: an adaptive production scheduling system with complex constraints. In: P. De Causmaecker, J. Maervoet, T. Messelis, K. Verbeeck, T. Vermeulen (Eds.), Proceedings of BNAIC 2011, (463-463). Presented at the BNAIC, Gent, Belgium, 03 Nov 2011-04 Nov 2011.
Van Wanzeele, R., Verbeeck, K., Vorstermans, A., Tourwé, T., Tsiporkova, E. (2011). Extracting emotions out of twitter's microblogs. In: Proceedings of BNAIC 2011, (304-311). Presented at the BNAIC, Gent, 03 Nov 2011-04 Nov 2011.
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2011). A new hyper-heuristic implementation in HyFlex: a study on generality. In: J. Fowler, G. Kendall, B. McCollum (Eds.), Proceedings of the 5th Multidisciplinary International Scheduling Conference: Theory & Application, (374-393). Presented at the the 5th Multidisciplinary International Scheduling Conference: Theory & Applications (MISTA'11), Phoenix/Arizona, USA, 09 Aug 2011-12 Aug 2011. Open Access
Misir, M., Smet, P., Verbeeck, K., Vanden Berghe, G. (2011). Security personnel routing and rostering: a hyper-heuristic approach. In: Y. Gunalay, S. Kadipasaoglu (Eds.), Proceedings of the 3rd International Conference on Applied Operational Research: vol. 3, (193-205). Presented at the the 3rd International Conference on Applied Operational Research (ICAOR'11), Istanbul, Turkey, 24 Aug 2011-26 Aug 2011. Canada. Open Access
Misir, M., Vancroonenburg, W., Verbeeck, K., Vanden Berghe, G. (2011). A selection hyper-heuristic for scheduling deliveries of ready-mixed concrete. In: L. Di Gaspero, A. Schaerf, T. Stützle (Eds.), Proceedings of the 9th Metaheuristics International Conference, (289-298). Presented at the Metaheuristics International Conference 2011 (MIC2011), Udine, Italy, 25 Jul 2011-28 Jul 2011. ISBN: 978-88-900984-3-7.
Vrancx, P., Verbeeck, K., Nowé, A. (2010). Learning to take turns. In: Proceedings of the Adaptive and Learning Agents Workshop, ALA 2010 - In Conjunction with the 9th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2010, (1-7).
Vermeulen, T., Verbeeck, K. (2010). A testbed for intelligent soccer strategies for the RoboCup.be team. In: Proceedings of BNAIC 2010. Presented at the BNAIC, University of Luxembourg, 25 Oct 2010-26 Oct 2010. Open Access
Vermeulen, T., Vangheluwe, K., Maervoet, J., Verbeeck, K., Verhoeve, P., Stubbe, B. (2010). NuCiA - Nurse call simulation in agent environments. In: G.K. Janssens, K. Ramaekers, A. Caris (Eds.), Proceedings of the 2010 European Simulation and Modelling Conference, (276-279). Presented at the European Simulation and Modelling Conference, Hasselt, 25 Oct 2010-27 Oct 2010. Ostend, Belgium. ISBN: 978-90-77381-57-1.
Maervoet, J., Blomme, L., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). Road Network Hierarchy Generation by Distributed Agents for a Routing Application. In: Proceedings of BNAIC 2010. Presented at the Benelux Conference on Artificial Intelligence, Luxembourg, 25 Oct 2010-26 Oct 2010.
Kaddoum, E., Martinez, Y., Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G., Gleizes, M-P., Georgé, J-P. (2010). Adaptive methods for flexible job shop scheduling with due-dates, release-dates and machine perturbations. Presented at the International Conference on Parallel Problem Solving From Nature, Workshop on Self-tuning, self-configuring and self-generating search heuristics (Self* 2010), Krakow, Poland, 11 Sep 2010-15 Sep 2010.
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2010). Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem. In: G. Fogel (Eds.), IEEE Proceedings of the 2010 world conference on computational intelligence - WCCI 2010, Congress on evolutionary computation CEC 2010, (Paper No. C-7932), (2875-2882). Presented at the Congress on evolutionary computation, Barcelona, Spain, 18 Jul 2010-23 Jul 2010. Piscataway, N.J.. doi: 10.1109/CEC.2010.5586348 Open Access
Audenaert, J., Verbeeck, K., Vanden Berghe, G. (2009). Multi-Agent Based Simulation for Boarding. In: The 21st Belgian- Netherlands Conference on Artificial Intelligence, (3-10). Presented at the BNAIC, Eindhoven, 29 Oct 2009-30 Oct 2009.
Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2009). A multi-agent learning approach for the multi-mode resource-constrained project scheduling problem. In: Decker, Sichman, Sierra, Castelfranchi (Eds.), Proc. of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2009), (1-8). Presented at the Autonomous Agents and Multiagent Systems, Hungary, 10 May 2009-15 May 2009. Open Access
Thoelen, K., Michiels, S., Joosen, W., Vangheluwe, K., Verbeeck, K. (2009). A sensor middleware and agent-based communication platform for supply-chain management. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS: vol. 2, (1437-1438). ISBN: 9781615673346.
Vrancx, P., Verbeeck, K., Nowé, A. (2008). Decentralized learning in markov games. In: Belgian/Netherlands Artificial Intelligence Conference, (375-376).
Peeters, M., Kononen, V., Verbeeck, K., Nowe, A. (2008). A learning automata approach to multi-agent policy gradient learning. In: I. Lovrek, R. Howlett, L. Jain (Eds.), Knowledge-based intelligent information and engineering systems, pt 2, proceedings: vol. 5178, (379-390). Presented at the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Zagreb, CROATIA, SEP 03-05, 2008. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-85564-4.
Peeters, M., Kononen, V., Verbeeck, K., Van Segbroeck, S., Nowe, A. (2008). Coordinated exploration in conflicting multi-stage games. In: I. Lovrek, R. Howlett, L. Jain (Eds.), Knowledge-based intelligent information and engineering systems, pt 2, proceedings: vol. 5178, (391-402). Presented at the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Zagreb, CROATIA, SEP 03-05, 2008. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-85564-4.
Peeters, M., Verbeeck, K., Nowe, A. (2008). Solving multi-stage games with hierarchical learning automata that bootstrap. In: K. Tuyls, A. Nowe, Z. Guessoum, D. Kudenko (Eds.), Adaptive agents and multi-agent systems: vol. 4865, (169-187). Presented at the 7th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-77947-6.
Vrancx, P., Verbeeck, K., Nowe, A. (2008). Networks of learning automata and limiting games. In: K. Tuyls, A. Nowe, Z. Guessoum, D. Kudenko (Eds.), Adaptive agents and multi-agent systems: vol. 4865, (224-238). Presented at the 7th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-77947-6.
de Jong, S., Tuyls, K., Verbeeck, K., Roos, N. (2008). Priority awareness: Towards a computational model of human fairness for multi-agent systems. In: K. Tuyls, A. Nowe, Z. Guessoum, D. Kudenko (Eds.), Adaptive agents and multi-agent systems: vol. 4865, (117-128). Presented at the 7th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-77947-6.
Vangheluwe, K., Souffriau, W., Verbeeck, K., De Causmaecker, P. (2008). Dynamic scheduling of multi-media streams in home automation systems. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS: vol. 3, (1637-1638). ISBN: 9781605604701.
De Jong, S., Tuyls, K., Verbeeck, K. (2008). Artificial agents learning human fairness. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS: vol. 2, (845-852). ISBN: 9781605604701.
Peeters, M., Verbeeck, K., Nowe, A. (2007). The effect of bootstrapping in multi-automata reinforcement learning. In: 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning, (76-83). Presented at the IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning Honolulu, HI, APR 01-05, 2007. 345 E 47TH ST, NEW YORK, NY 10017 USA. ISBN: 978-1-4244-0706-4.
Vrancx, P., Verbeeck, K., Nowe, A. (2007). Analyzing stigmergetic algorithms through automata games. In: K. Tuyls, R. Westra, Y. Saeys, A. Nowe (Eds.), Knowledge discovery and emergent complexity in bioinformatics: vol. 4366, (145-156). Presented at the 1st International Workshop on Knowledge Discovery and Emergent Complexity in Bioinformatics Ghent, BELGIUM, MAY 10, 2006. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-71036-3.
Vrancx, P., Verbeeck, K., Nowe, A. (2007). Optimal convergence in multi-agent MDPs. In: B. Apolloni, R. Howlett, L. Jain (Eds.), Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007, Pt III, Proceedings: vol. 4694, (107-114). Presented at the 11th International Conference on Knowledge-Based Intelligent Informational and Engineering Systems/17th Italian Workshop on Neural Networks Vietri sul Mare, ITALY, SEP 12-14, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-74828-1.
van den Herik, H.J., Hennes, D., Kaisers, M., Tuyls, K., Verbeeck, K. (2007). Multi-agent learning dynamics: A survey. In: M. Klusch, K. Hindriks, M. Papazoglou, L. Strerling (Eds.), Cooperative Information Agents XI, Proceedings: vol. 4676, (36-56). Presented at the 11th International Workshop on Cooperative Information Agents Delft, NETHERLANDS, SEP 19-21, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-75118-2.
Nowé, A., Verbeeck, K., Peeters, M. (2006). Learning automata as a basis for multi agent reinforcement learning. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): vol. 3898 LNAI, (71-85). ISBN: 3540330534.
Nowe, A., Verbeeck, K., Peeters, M. (2006). Learning automata as a basis for multi agent reinforcement learning. In: K. Tuyls, P. Hoen, K. Verbeeck, S. Sen (Eds.), Lecture Notes in Computer Science: vol. 3898, (71-85). Presented at the 1st International Workshop on Learning and Adaption in Multi-Agent Systems Utrecht, NETHERLANDS, JUL 25, 2005. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-33053-4.
Verbeeck, K., Nowé, A., Tuyls, K. (2005). Coordinated exploration in multi-agent reinforcement learning: An application to load-balancing. In: Proceedings of the International Conference on Autonomous Agents, (1223-1224).
Verbeeck, K., Tuyls, K., Nowe, A., Kuijpers, B., Manderick, B. (2005). Preface. In: Belgian/Netherlands Artificial Intelligence Conference.
Verbeeck, K., Nowe, A., Peeters, M., Tuyls, K. (2005). Multi-agent Reinforcement Learning in stochastic single and multi-stage games. In: D. Kudenko, D. Kazakov, E. Alonso (Eds.), Lecture Notes in Computer Science: vol. 3394, (275-294). Presented at the 4th Symposium on Adaptive Agents and Multi-Agent Systems Leeds, ENGLAND, MAR 29-30, 2004. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-25260-6.
Peeters, M., Verbeeck, K., Nowé, A. (2004). Multi-agent learning in conflicting multi-level games with incomplete information. In: AAAI Fall Symposium - Technical Report: vol. FS-04-02, (73-80).
Nowe, A., Verbeeck, K., Vrancx, P. (2004). Multi-type ant colony: The edge disjoint paths problem. In: M. Dorigo, M. Birattari, C. Blum, L. Gambardella, F. Mondada, T. Stutzel (Eds.), Lecture Notes in Computer Science: vol. 3172, (202-213). Presented at the 4th International Workshop on Ant Colony Optimization and Swarm Intelligence Brussels, BELGIUM, SEP 05-08, 2004. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-22672-9.
Parent, J., Verbeeck, K., Lemeire, J., Nowe, A., Steenhaut, K., Dirkx, E. (2004). Adaptive load balancing of parallel applications with multi-agent reinforcement learning on heterogeneous systems. In: Scientific Programming: vol. 12 (2), (71-79). doi: 10.1155/2004/987356
Tuyls, K., Verbeeck, K., Lenaerts, T. (2003). A Selection-Mutation Model for Q-learning in Multi-Agent Systems. In: Proceedings of the Interantional Conference on Autonomous Agents: vol. 2, (693-700).
Tuyls, K., Verbeeck, K., Maes, S. (2003). On a dynamical analysis of reinforcement learning in games: Emergence of Occam's Razor. In: V. Marik, J. Muller, M. Pechoucek (Eds.), Lecture Notes in Computer Science: vol. 2691, (335-344). Presented at the 3rd International Central and Eastern European Conference on Multi-Agent Systems (CEEMAS (2003) PRAGUE, CZECH REPUBLIC, JUN 16-18, 2003. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-40450-3.
Verbeeck, K., Parent, J., Nowe, A. (2002). Homo egualis reinforcement learning agents for load balancing. In: W. Truszkowski, C. Rouff, M. Hinchey (Eds.), Lecture Notes in Computer Science: vol. 2564, (81-91). Presented at the 1st International Workshop on Radical Agent Concepts MCLEAN, VIRGINIA, JAN 16-18, 2002. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-40725-1.
Verbeeck, K., Nowe, A., Lenaerts, T., Parent, J. (2002). Learning to reach the Pareto optimal Nash equilibrium as a team. In: B. Mckay, J. Slaney (Eds.), AL 2002: ADVANCES IN ARTIFICIAL INTELLIGENCE: vol. 2557, (407-418). Presented at the 15th Australian Joint Conference on Artificial Intelligence, CANBERRA, AUSTRALIA, 02 Dec 2002-06 Dec 2002. ISBN: 3-540-00197-2. (URL)
Parent, J., Verbeeck, K., Lemeire, J. (2002). Adaptive load balancing of parallel applications with reinforcement learning on heterogeneous networks. In: W. Xu (Eds.), Dcabes 2002, proceeding, (243-246). Presented at the International Symposium on Distributed Computing and Applications to Business, Engineering and Science WUXI, PEOPLES R CHINA, DEC 16-20, 2002. 122 LUOSHI RD, WUHAN 430070, PEOPLES R CHINA. ISBN: 7-5629-1881-3.
Nowé, A., Parent, J., Verbeeck, K. (2001). Social agents playing a periodical policy. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): vol. 2167, (382-393). ISBN: 3540425365.
Nowe, A., Verbeeck, K. (1999). Formalizing the ant algorithms in terms of reinforcement learning. In: D. Floreano, J.D. Nicoud, F. Mondada (Eds.), ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS: vol. 1674, (616-620). Presented at the 5th European Conference on Artificial Life (ECAL), LAUSANNE, SWITZERLAND, 13 Sep 1999-17 Sep 1999. ISBN: 3-540-66452-1. (URL)
Nowe, A., Steenhaut, K., Fakir, M., Verbeeck, K. (1998). Q-learning for adaptive, load based routing. In: 1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, (3965-3970). Presented at the IEEE International Conference on Systems, Man, and Cybernetics - Intelligent Systems for Humans in a Cyberworld (SMC 98), SAN DIEGO, CA, 11 Oct 1998-14 Oct 1998. ISBN: 0-7803-4778-1. (URL)
Abstracts/Presentations/Posters
Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the 3rd ECN CrowdCamp “The European Dimension of Civic Crowdfunding”, Bologna, Italy, 28 Jun 2018-29 Jun 2018. (professional oriented)
Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the Smart Cities Chair : Local Exconomy in a Smart City Context, SMIT Lab - Vrije Universiteit Brussel, 07 Jun 2018-07 Jun 2018. (professional oriented)
Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the Mediawijsheid : Bubbels en babbels 2018: impact, financiering en haatspraak aanpakken, Mediawijsheid @ BeCentral Cantersteen 12, Brussel, 06 Feb 2018-06 Feb 2018. (professional oriented)
Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the The Civic Crowdfunding City, Beursschouwburg, 20-28, Rue Auguste Orts, Brussels, 18 Jan 2018-18 Jan 2018. (professional oriented)
Tency, I., De Winne, D., Verbeeck, K., Buysse, H. (2017). Internet use, needs and expectations of digital information and communication of Flemish women during the postpartum. (Abstract No. 199). Presented at the European Congress on Intrapartum Care: Making Birth Safer, Stockholm, 25 May 2017-27 May 2017.
Misir, M., De Causmaecker, P., Vanden Berghe, G., Verbeeck, K. (2011). A New Hyper-heuristic Implementation in HyFlex: a Study on Generality. In: the 23rd Benelux Conference on Artificial Intelligence (BNAIC11). Presented at the the 23rd Benelux Conference on Artificial Intelligence (BNAIC11), Gent, Belgium, 03 Nov 2011-04 Nov 2011. Open Access
Misir, M., De Causmaecker, P., Vanden Berghe, G., Verbeeck, K. (2011). An adaptive hyper-heuristic for CHeSC 2011. Presented at the OR53 Annual Conference, Nottingham, UK, 06 Sep 2011-08 Sep 2011. Open Access
Wauters, T., Verstraete, P., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2011). Production scheduling for the food industry: An integrated approach. In: Proceedings of ORBEL 25, (89-90). Presented at the ORBEL, Ghent, Belgium, 10 Feb 2011-11 Feb 2011. Open Access
Misir, M., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2011). Design of a generic selection hyper-heuristic. Presented at the the 25th Annual Conference of the Belgian Operations Research Society (ORBEL), Ghent, 10 Feb 2011-11 Feb 2011. Open Access
Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). Learning agents for the multi-mode project scheduling problem. In: Proceedings of BNAIC 2010, (1-2). Presented at the BNAIC, Luxembourg, 25 Oct 2010-26 Oct 2010. Open Access
De Causmaecker, P., Verbeeck, K., Wauters, T., Martinez, Y. (2010). Scalable decentralised approaches for job shop scheduling. In: Proceedings of EUROXXIV, (Abstract No. TF-28-4), (203-203). Presented at the EUROXXIV, Lisbon, 11 Jul 2010-14 Jul 2010.
Wauters, T., Martinez, Y., De Causmaecker, P., Nowé, A., Verbeeck, K. (2010). Reinforcement learning approaches for the parallel machines job shop scheduling problem. In: itec2010 A look at the neighbours: interdisciplinary approaches to adaptive learning. Presented at the International conference on interdisciplinary research on technology, education and communication, Kortrijk, 25 May 2010-27 May 2010. Open Access
Naessens, V., Mihaylov, M., De Jongh, S., Verbeeck, K., Nowé, A. (2010). Carebook: Assisting elderly people by social networking. In: Proceedings of st International Conference on Interdisciplinary Research on Technology, Education and Communication: vol. 126, (Abstract No. 4). Presented at the ITEC2010, Kortrijk, 25 May 2010-27 May 2010.
Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). A game theoretic approach to decentralized multi-project scheduling (Extended abstract). In: Proc. of 9th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2010), (Abstract No. R-24), (1415-1416). Presented at the Autonomous Agents and Multiagent Systems, Toronto, Canada, 10 May 2010-14 May 2010. Open Access
Vrancx, P., Verbeeck, K., Nowe, A. (2010). Taking turns in general sum Markov games. In: Proceedings of the 9th International Conference on Autonomous Agents and Multiagent systems. Presented at the AAMAS, Torronto, 10 May 2010-14 May 2010. Open Access
Wauters, T., Verstichel, J., Verbeeck, K., Vanden Berghe, G. (2010). A hybrid learning and combinatorial optimization approach for automotive maintenance scheduling. In: Proceedings of ORBEL 24, (107-108). Presented at the ORBEL, Liege, 28 Jan 2010-29 Jan 2010. Open Access
Misir, M., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). Hyper-heuristics Learning a Varying Set of Low-level Heuristics. Presented at the the 24th Belgian Conference on Operations Research, Liege, 28 Jan 2010-29 Jan 2010.
Misir, M., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2009). A Hyper-heuristic Approach to the Home Care Scheduling Problem. Presented at the the 14th Belgian-French-German Conference on Optimization (BFG'09), Leuven,Belgium, 14 Sep 2009-18 Sep 2009.
Misir, M., Wauters, T., Verbeeck, K., Vanden Berghe, G. (2009). A New Learning Hyper-heuristic for the Traveling Tournament Problem. Presented at the the 8th Metaheuristic International Conference (MIC'09), Hamburg,Germany, 13 Jul 2009-16 Jul 2009. Open Access
Demeester, P., Misir, M., Bilgin, B., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2009). A hyper-heuristic approach to the patient admission scheduling problem. In: 35th Annual ORAHS conference, (65-65). Presented at the ORAHS, Leuven, 12 Jul 2009-17 Jul 2009.
Misir, M., Bilgin, B., Demeester, P., Verbeeck, K., Vanden Berghe, G. (2009). A Hyper-heuristic Approach to the Patient Admission Scheduling Problem. Presented at the the 35th International Conference of Operational Research Applied to Health Services (ORAHS'09), Leuven,Belgium, 12 Jul 2009-17 Jul 2009.
Thoelen, K., Michiels, S., Joosen, W., Vangheluwe, K., Verbeeck, K. (2009). A sensor middleware and agent-based communication platform for supply-chain management. In: Proceedings of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS2009), (Abstract No. D-20), (1409-1410). Presented at the AAMAS09, Budapest, 10 May 2009-15 May 2009. Open Access
Wauters, T., Verbeeck, K., Bilgin, B., Demeester, P. (2009). Learning automata for hyperheuristic selection. In: Proceedings of ORBEL 23. Presented at the ORBEL, Leuven, 05 Feb 2009-06 Feb 2009. Open Access
Misir, M., De Causmaecker, P., Verbeeck, K., Vanden Berghe, G. (2009). Hyper-heuristics: Raising the Level of Generality. Presented at the the 23rd Belgian Conference on Operations Research (ORBEL'09), Leuven,Belgium, 05 Feb 2009-06 Feb 2009.
Wauters, T., Verstichel, J., Verbeeck, K., Vanden Berghe, G. (2009). A Learning Metaheuristic for the Multi Mode Resource Constrained Project Scheduling Problem. Presented at the Learning and Intelligent OptimizatioN, Trento (Italy), 14 Jan 2009-18 Jan 2009. Open Access
Accepted Abstracts/Presentations/Posters
Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). A decentralized multi-project approach. In: Proceedings of the 13th International Conference on Project Management and Scheduling.. Presented at the International Conference on Project Management and Scheduling, Leuven, 01 Apr 2012-04 Apr 2012.
Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). Design Principles and Performance Analysis of a Selection Hyper-heuristic across Multiple Problem Domains. Presented at the the 26th Belgian Conference on Operations Research (ORBEL12), Brussels, Belgium, 02 Feb 2012-03 Feb 2012. Open Access
PhD Theses
Wauters, T., De Causmaecker, P. (sup.), Verbeeck, K. (cosup.) (2012). Reinforcement Learning Enhanced Heuristic Search for CombinatorialOptimizationReinforcement Learning Enhanced Heuristic Search for CombinatorialOptimization (Reinforcement Learning gebaseerde heuristieken voorcombinatorische optimalisatie).
Misir, M., De Causmaecker, P. (sup.), Vanden Berghe, G. (cosup.), Verbeeck, K. (cosup.) (2012). Intelligent hyper-heuristics: a tool for solving generic optimisation problems. 282
Reports
Maervoet, J., Brackman, P., De Causmaecker, P., Verbeeck, K., Vanden Berghe, G. (2013). Wayfinding by multi-level heuristic node promotion in real road networks (technical report). Open Access
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Other
Verbeeck, K. (2015). Sociaal Succesmeter. Maatschappelijke meerwaarde bewerkstelligen via sociaalinnovatieve technologie.
(2011). BNAIC 2011 Programme. Open Access