Jiri Kubalik's research in evolutionary computation



   PROTOTYPE OPTIMIZATION WITH EVOLVED IMPROVEMENT STEPS (POEMS)

   SELECTO-RECOMBINATIVE GA WITH CONTINUOUS CHROMOSOME RECONFIGURATION

   GENETIC ALGORITHM WITH REAL-CODED BINARY GENES

   GENETIC ALGORITHMS WITH LIMITED CONVERGENCE

   LAYOUT PROBLEM OPTIMIZATION USING GENETIC ALGORITHMS

   Multiobjective Prototype Optimization with Evolved Improvement Steps (mPOEMS)

   Inducing Diverse Decision Forests with Genetic Programming

   Grammatical Evolution with Bidirectional Representation

   Rescue Operation Planning by Soft Computing Techniques

Publications

2008

Kubalík, J. - Mordinyi, R. - Biffl, S.: Multiobjective Prototype Optimization with Evolved Improvement Steps. In Evolutionary Computation in Combinatorial Optimization. Heidelberg: Springer, 2008, p. 218-229. ISBN 978-3-540-78603-0.

Kubalík, J. - Tichý, P. - Sindelár, R. - Staron, R.J.: Agents Clustering within Multi-Agent System by means of Multiobjective Iterative Algorithm. In Cybernetics and Systems 2008. Vienna: Austrian Society for Cybernetics Studies, 2008, vol. 1, p. 555-560. ISBN 978-3-85206-175-7.

2007

Kubalík, J. - Mordinyi, R.: Optimizing Events Traffic in Event-based Systems by means of Evolutionary Algorithms. In Proceedings of the The Second International Conference on Availability, Reliability and Security. New York: ACM, 2007, p. 1101-1107. ISBN 978-0-7695-2775-8.

2006

J. Kubalik: Real-Parameter Optimization by Iterative Prototype Optimization with Evolved Improvement Steps. 2006 IEEE Congress on Evolutionary Computation. Los Alamitos: IEEE Computer Society, 2006, p. 6823-6829. ISBN 0-7803-9489-5

Kubalik, J., Faigl, J.: Iterative Prototype Optimisation with Evolved Improvement Steps. In Genetic Programming, Proceedings of 9th European Conference, EuroGP 2006. Heidelberg: Springer, 2006, s. 154-165. ISBN 3-540-33143-3

Kubalik, J., Posik, P., Herold, J.: A Selecto-recombinative Genetic Algorithm with Continuous Chromosome Reconfiguration. In Parallel Problem Solving from Nature - PPSN-IX. Heidelberg: Springer, 2006, s. 959-968. ISBN 3-540-38990-3

2005

Kubalik, J., Rothkrantz, L.J.M., Lazansky, J.: Genetic Algorithm with Limited Convergence. In Grana, M., Duro, R., d'Anjou, A., and Wang, P.P., (Eds.), Information Processing with Evolutionary Algorithms: From Industrial Applications to Academic Speculations. Springer-Verlag, ISBN: 1-85233-866-0, pp. 216-235. 2005.

Klema, J., Kubalik, J., Lhotska, L.: Optimized Model Tuning in Medical Systems. Computer Methods and Programs in Biomedicine. 2005, vol. 80, no. 3, s. 17-28. ISSN 0169-2607

Kubalik, J.: Using Genetic Algorithms with Real-coded Binary Representation for Solving Non-stationary Problems. In Adaptive and Natural Computing Algoritms - Proceedings of the International Conference in Coimbra. Wien: Springer, 2005, s. 458-461. ISBN 3-211-24934-6

Suchy, J., Kubalik, J.: Inducing Diverse Decision Forests with Genetic Programming. In Genetic Programming. Heidelberg: Springer, 2005, s. 301-310. ISBN 3-540-25436-6

2004

Kubalik, J.: Binary or Real? Real-coded Binary!. In proceedings of the 5th International Conference on Recent Advances in Soft Computing 2004, Nottingham, United Kingdom, 16 -18 December 2004.

Kubalik, J., Jirina, M., Stary, O., Lhotska, L., Suchy, J.: Application Of Soft Computing Techniques to Classification Of Licensed Subjects. In Emerging Solutions for Future Manufacturing Systems. New York: Springer, 2004, s. 481-488. ISBN 0-387-22828-4

Kubalik, J., Klema, J., Kulich, M.: Application of Soft Computing Techniques to Rescue Operation Planning. In Artificial Intelligence and Soft Computing - ICAISC 2004. Berlin: Springer, 2004, vol. 1, s. 897-902. ISBN 3-540-22123-9

2003

Kubalik, J., Koutnik, J., Rothkrantz, L.J.M.: Grammatical Evolution with Bidirectional Representation. In proceedings of 6th European Conference on Genetic Programming, LNCS, Vol. 2610, pp. 359-368, Springer-Verlag, 2003.

2002

Kubalik, J., Lazansky, J., Zikl, P.: Layout Problem Optimization Using Genetic Algorithms. In proceedings of the 5th IEEE/IFIP International Conference on Information Technology for BALANCED AUTOMATION SYSTEMS In Manufacturing and Services (BASYS 2002), Cancún, Mexico, Kluwer Academic Publishers, ISBN 1-4020-7211-2, pp. 493-500, 2002.

Kubalik, J., Rothkrantz, L.J.M., Lazansky, J.: Genetic Algorithm with Limited Convergence. In proceedings of the 4th International Workshop on Frontiers in Evolutionary Algorithms (FEA 2002) in conjunction with the 6th Joint Conf. on Information Sciences, ISBN 0-9707890-1-7, pp. 610-613, 2002.

Klema, J., Kubalik, J., Palous, J.: Optimized Model Tuning in Medical Systems. in: proceedings: Computer-based Medical Systems. New York : IEEE Computer Society Press, vol. 1, p. 59-64. ISBN 0-7695-1614-9, 2002.

2001

Jirina, M. jr., Kubalik, J. and Jirina, M.: Genetic Implementation of a Classifier Based on Data Separation by Means of Hyperspheres, ICANNGA 2001, pages 284-287, Prague, Czech republic, 2001.

Kubalik Jiri, Lazansky Jiri and Rothkrantz Leon.J.M.: On Extending of Search Power of Genetic Algorithms by Means of Permanent Re-initialisation of Parental Common Schema, Mendel 2001, pages 1-6, Brno, Czech Republic, 2001. Brno University of Technology, ISBN 80-214-1894-X.

Kubalik Jiri and Lazansky Jiri: A New Genetic Operator Maintaining Population Diversity, In Dubois Daniel M., editor(s), Computing Anticipatory Systems, pages 338-348, Liege, Belgium, 2001. American Institute of Physics. ISBN 0-7354-0012-1.

Kubalik Jiri, Rothkrantz Leon J.M. and Lazansky Jiri: Genetic Programming Fuzzy Rule Extractor Using Class Preserving Representation, The 13th Belgian-Dutch Conference on Artificial Intelligence, pages 167-174, Amsterdam, The Netherlands, 2001. University of Amsterdam.

2000

Kubalik Jiri and Lazansky Jiri: A New Genetic Operator with Enhanced Capabilities, In Sincak P., editor(s), Quo Vadis Computational Intelligence?, pages 305-310, Heidelberg, Germany, 2000. Physica-Verlag. ISBN 3-7908-1324-9.

1999

Kubalik Jiri and Lazansky Jiri: Genetic Algorithms and their Tuning, In Dubois Daniel M., editor(s), Computing Anticipatory Systems, pages 217-229, Liege, Belgium, 1999. American Institute of Physics. ISBN 1-56396-863-0.



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