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Publications

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1998
A. E. Eiben, van Hemert, J. I., Marchiori, E., and Steenbeek, A. G., “Extended abstract: Solving Binary Constraint Satisfaction Problems using Evolutionary Algorithms with an Adaptive Fitness Function”, in Proceedings of the Xth Netherlands/Belgium Conference on Artificial Intelligence (NAIC'98), 1998, p. 299--301.
A. E. Eiben, van der Hauw, J. K., and van Hemert, J. I., “Graph Coloring with Adaptive Evolutionary Algorithms”, Journal of Heuristics, vol. 4, p. 25--46, 1998.
A. E. Eiben, van Hemert, J. I., Marchiori, E., and Steenbeek, A. G., “Solving Binary Constraint Satisfaction Problems using Evolutionary Algorithms with an Adaptive Fitness Function”, in Springer Lecture Notes on Computer Science, 1998, p. 196--205.
1999
J. Eggermont, Eiben, A. E., and van Hemert, J. I., “Adapting the Fitness Function in GP for Data Mining”, in Springer Lecture Notes on Computer Science, 1999, p. 195--204.
J. Eggermont, Eiben, A. E., and van Hemert, J. I., “Comparing genetic programming variants for data classification”, in Proceedings of the Eleventh Belgium/Netherlands Conference on Artificial Intelligence (BNAIC'99), 1999, p. 253--254.
J. Eggermont, Eiben, A. E., and van Hemert, J. I., “A comparison of genetic programming variants for data classification”, in Springer Lecture Notes on Computer Science, 1999, p. 281--290.
J. I. van Hemert and Eiben, A. E., “Mondriaan Art by Evolution”, in Proceedings of the Eleventh Belgium/Netherlands Conference on Artificial Intelligence (BNAIC'99), 1999, p. 291--292.
A. E. Eiben, Elia, D., and van Hemert, J. I., “Population dynamics and emerging features in AEGIS”, in Proceedings of the Genetic and Evolutionary Computation Conference, 1999, p. 1257--1264.
A. E. Eiben and van Hemert, J. I., “SAW-ing EAs: adapting the fitness function for solving constrained problems”, in New ideas in optimization, D. Corne, Dorigo, M., and Glover, F., Eds. McGraw-Hill, London, 1999, p. 389--402.
2000
J. I. van Hemert, “Constraint Satisfaction Problems and Evolutionary Algorithms: A Reality Check”, in Proceedings of the Twelfth Belgium/Netherlands Conference on Artificial Intelligence (BNAIC'00), 2000, p. 267--274.
J. I. van Hemert, “De Creatieve Computer”, AIgg Kennisgeving, vol. 13, p. 10--18, 2000.
J. Eggermont and van Hemert, J. I., “Stepwise Adaptation of Weights for Symbolic Regression with Genetic Programming”, in Proceedings of the Twelfth Belgium/Netherlands Conference on Artificial Intelligence (BNAIC'00), 2000, p. 259--266.
2001
J. Eggermont and van Hemert, J. I., “Adaptive Genetic Programming Applied to New and Existing Simple Regression Problems”, in Springer Lecture Notes on Computer Science, 2001, p. 23--35.
J. I. van Hemert and Jansen, M. L. M., “An Engineering Approach to Evolutionary Art”, in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), 2001, p. 177.
J. I. van Hemert, “Evolutionary Computation in Constraint Satisfaction and Machine Learning --- An abstract of my PhD.”, in Proceedings of the Brussels Evolutionary Algorithms Day (BEAD-2001), 2001.
J. I. van Hemert, Van Hoyweghen, C., Lukschandl, E., and Verbeeck, K., “A ``Futurist'' approach to dynamic environments”, in Proceedings of the Workshops at the Genetic and Evolutionary Computation Conference, Dynamic Optimization Problems, 2001, p. 35--38.
2002
J. I. van Hemert, “Comparing Classical Methods for Solving Binary Constraint Satisfaction Problems with State of the Art Evolutionary Computation”, in Springer Lecture Notes on Computer Science, 2002, p. 81--90.
J. I. van Hemert and Bäck, T., “Measuring the Searched Space to Guide Efficiency: The Principle and Evidence on Constraint Satisfaction”, in Springer Lecture Notes on Computer Science, 2002, p. 23--32.
R. Grim, Jansen, M. L. M., Baan, A., van Hemert, J. I., and de Wolf, H., “Use of Evolutionary Algorithms for Telescope Scheduling”, in Integrated Modeling of Telescopes, 2002, vol. 4757, p. 51--61.
2003
B. G. W. Craenen, Eiben, A. E., and van Hemert, J. I., “Comparing Evolutionary Algorithms on Binary Constraint Satisfaction Problems”, IEEE Transactions on Evolutionary Computation, vol. 7, p. 424--444, 2003.
J. I. van Hemert, “Evolving binary constraint satisfaction problem instances that are difficult to solve”, in Proceedings of the IEEE 2003 Congress on Evolutionary Computation, 2003, p. 1267--1273.
I. Juhos, Tóth, A., Tezuka, M., Tann, P., and van Hemert, J. I., “A new permutation model for solving the graph k-coloring problem”, in Kalmàr Workshop on Logic and Computer Science, 2003, p. 189--199.
2004
I. Juhos, Tóth, A., and van Hemert, J. I., “Binary Merge Model Representation of the Graph Colouring Problem”, in Springer Lecture Notes on Computer Science, 2004, p. 124--134.
J. I. van Hemert and la Poutré, J. A., “Dynamic Routing Problems with Fruitful Regions: Models and Evolutionary Computation”, in LNCS, Birmingham, UK, 2004, vol. 3242, p. 690--699.
J. I. van Hemert and Urquhart, N. B., “Phase transition properties of clustered travelling salesman problem instances generated with evolutionary computation”, in LNCS, Birmingham, UK, 2004, vol. 3242, p. 150--159.

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