Jiri Kubalik's research in evolutionary computation



Projects


   PROTOTYPE OPTIMIZATION WITH EVOLVED IMPROVEMENT STEPS (POEMS) - Presentation slides, Floorplanning simulations


Publications

2013

Cerny, J. and Kubalik, J.: Analysis of Co-evolutionary Approach for Robotic Gait Generation. In Proceedings of the 5th International Joint Conference on Computational Intelligence. Porto: SciTePress - Science and Technology Publications, 2013, p. 37-46. ISBN 978-989-8565-77-8. (pdf)

Cerny, J. and Kubalik, J.: Co-evolutionary Approach to Design of Robotic Gait. In Applications of Evolutionary Computation. Heidelberg: Springer, 2013, p. 550-559. ISSN 0302-9743.ISBN 978-3-642-37191-2. (pdf, online)

Mlejnek, J. and Kubalik, J.: Evolutionary hyperheuristic for capacitated vehicle routing problem. In GECCO (Companion) 2013: pp. 219-220, (pdf, full version, online)

2012

Posik, P. and Kubalik, J.: Experimental Comparison of Six Population-Based Algorithms for Continuous Black Box Optimization. Evolutionary Computation 20(4), pp. 483-508, doi:10.1162/EVCO_a_00083, 2012. (online)

Kubalik, J.: Hyper-Heuristic Based on Iterated Local Search Driven by Evolutionary Algorithm. In EvoCOP 2012, ISBN: 978-3-642-29123-4, pp. 148-159, 2012. (pdf, online)

2011

Kremmel, T., Kubalik, J., Biffl, S.: Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms. Applied Soft Computing. 2011, vol. 11, no. 1, p. 1416-1426. ISSN 1568-4946. SoftwareProjectPortfolioOptimization (pdf, online)

Buryan, P. and Kubalik, J.: Context-Sensitive Refinements for Stochastic Optimisation Algorithms in Inductive Logic Programming . Artificial Intelligence Review. 2011, vol. 35, no. 1, p. 19-36. ISSN 0269-2821. (online)

Kubalik, J.: Evolutionary-Based Iterative Local Search Algorithm for the Shortest Common Supersequence Problem. In Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation [CD-ROM]. New York: ACM, 2011, p. 315-322. ISBN 978-1-4503-0557-0. (pdf, online)

2010

Kubalik, J., Tichy, P., Sindelar, R., Staron, R.J.: Clustering Methods for Agent Distribution Optimization. IEEE Transactions on Systems, Man, and Cybernetics: Part C. 2010, vol. 40, no. 1, p. 78-86. ISSN 1094-6977. (pdf, online)

Kubalik, J.: Efficient stochastic local search algorithm for solving the shortest common supersequence problem. In Genetic and evolutionary computation. New York: ACM, 2010, p. 249-256. ISBN 978-1-4503-0073-5. (pdf, online)

Kubalik, J. - Zelezny, F.: Solving the Shortest Common Supersequence Problem Using Iterative Optimization with Evolved Hypermutations. In 12th European Meeting on Cybernetics and Systems Research. Vienna: Austrian Society for Cybernetics Studies, 2010, p. 579-585. ISBN 978-3-85206-178-8.

Kubalik, J. - Buryan, P. - Wagner, L.: Solving the DNA Fragment Assembly Problem Efficiently Using Iterative Optimization with Evolved Hypermutations. In Genetic and Evolutionary Computation Conference. New York: ACM, 2010, p. 213-214. ISBN 978-1-4503-0073-5. (pdf, online)

Kubalik, J. - Kremmel, T. - Biffl, T.: Multiobjective evolutionary algorithm for software project portfolio optimization. In Genetic and Evolutionary Computation Conference. New York: ACM, 2010, p. 1389-1390. ISBN 978-1-4503-0073-5.

Kubalik, J.: Black-Box Optimization Benchmarking of Two Variants of the POEMS Algorithm on the Noiseless Testbed. In Genetic and Evolutionary Computation Conference. New York: ACM, 2010, p. 1567-1574. ISBN 978-1-4503-0073-5.

Posik, P. - Kubalik, J.: Comparison of Cauchy EDA and pPOEMS algorithms on the BBOB noiseless testbed. In Genetic and Evolutionary Computation Conference. New York: ACM, 2010, p. 1703-1710. ISBN 978-1-4503-0073-5.

2009

Kubalik, J.: Solving the Sorting Network Problem Using Iterative Optimization with Evolved Hypermutations. In Genetic and Evolutionary Computation Conference 2009. New York: ACM, 2009, p. 301-308. ISBN 978-1-60558-325-9. (pdf, online)

Kubalik, J.: Solving the Multiple Sequence Alignment Problem Using Prototype Optimization with Evolved Improvement Steps. In Adaptive and Natural Computing Algorithms. Heidelberg: Springer, 2009, p. 183-192. ISBN 978-3-642-04920-0.

Kubalik, J.: Black-Box Optimization Benchmarking of Prototype Optimization with Evolved Improvement Steps for Noiseless Function Testbed. In Genetic and Evolutionary Computation Conference 2009. New York: ACM, 2009, p. 2303-2308. ISBN 978-1-60558-325-9.

Koutnik, J. - Kubalik, J.: Structure Aware Two Point Crossover for Grammatical Evolution. In 15th International Conference on Soft Computing MENDEL 2009. Brno: Brno University of Technology, 2009, p. 49-54. ISBN 978-80-214-3884-2.

2008

Kubalik, 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. (pdf, online)

Kubalik, J. - Tichy, P. - Sindelar, 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

Kubalik, J. - Mordinyi, R.: Optimizing Events Traffic in Event-based Systems by means of Evolutionary Algorithms. In 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 9th European Conference on Genetic Programming 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 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 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 5th IEEE/IFIP International Conference on Information Technology for BALANCED AUTOMATION SYSTEMS In Manufacturing and Services (BASYS 2002), CancĂșn, 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 4th International Workshop on Frontiers in Evolutionary Algorithms (FEA 2002), ISBN 0-9707890-1-7, pp. 610-613, 2002.

Klema, J., Kubalik, J., Palous, J.: Optimized Model Tuning in Medical Systems. 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, Computing Anticipatory Systems. pages 338-348, Liege, Belgium, 2001. American Institute of Physics. ISBN 0-7354-0012-1.

1999

Kubalik Jiri and Lazansky Jiri: Genetic Algorithms and their Tuning. Computing Anticipatory Systems. pages 217-229, Liege, Belgium, 1999. American Institute of Physics. ISBN 1-56396-863-0.



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