KrzysztofTrojanowski

Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

Publications


Books

  • "Recent Advances in Intelligent Information Systems." Mieczysław A. Kłopotek and Adam Przepiórkowski and Sławomir T. Wierzchoń and Krzysztof Trojanowski (Eds.), Akademicka Oficyna Wydawnicza EXIT, 2009. ISBN: 978-83-60434-59-8.

  • "Intelligent Information Systems XVI." Mieczysław A. Kłopotek and Adam Przepiórkowski and Sławomir T. Wierzchoń and Krzysztof Trojanowski (Eds.), Akademicka Oficyna Wydawnicza EXIT, 2008. ISBN: 978-83-60434-44-4.

  • "Metaheurystyki praktycznie, wyd.2 poprawione." Krzysztof Trojanowski. Wydawnictwo WIT. June 2008. ISBN: 978-83-88311-95-6. http://www.ipipan.waw.pl/staff/k.trojanowski/mp/mp.html

  • "Intelligent Information Processing and Web Mining, Proceedings of the International IIS:IIPWM'06." Mieczysław A. Kłopotek and Sławomir T. Wierzchoń and Krzysztof Trojanowski (Eds.), Advances in Soft Computing, vol. 35. Springer, Ustroń, Poland. June  19-22, 2006. ISBN: 978-3-540-33520-7. http://www.springer.com/east/home/engineering?SGWID=5-175-22-153037788-0

  • "Intelligent Information Processing and Web Mining, Proceedings of the International IIS:IIPWM'05." Mieczysław A. Kłopotek and Sławomir T. Wierzchoń and Krzysztof Trojanowski (Eds.), Advances in Soft Computing, vol. 31. Springer, Gdańsk, Poland. June  13-16, 2005. ISBN: 978-3-540-25056-2. http://www.springer.com/east/home/engineering?SGWID=5-175-22-45361878-0

  • "Issues in Intelligent Systems, Models and Techniques." Michał Dramiński and Przemysław Grzegorzewski and Krzysztof Trojanowski and Sławomir Zadrożny (Eds.), Akademicka Oficyna Wydawnicza EXIT. 2005. ISBN: 83-87674-91-5.

  • "Metaheurystyki praktycznie." Krzysztof Trojanowski. Wydawnictwo WIT. September 2005. ISBN: 83-88311-78-6. http://www.ipipan.waw.pl/staff/k.trojanowski/mp/mp.html

  • "Intelligent Information Processing and Web Mining, Proceedings of the International IIS:IIPWM'04." Mieczysław A. Kłopotek and Sławomir T. Wierzchoń and Krzysztof Trojanowski (Eds.), Advances in Soft Computing, vol. 25. Springer, Zakopane, Poland. May  17-20, 2004. ISBN: 978-3-540-21331-4. http://www.springer.com/east/home/engineering?SGWID=5-175-22-29181835-0

  • "Intelligent Information Processing and Web Mining, Proceedings of the International IIS:IIPWM'03." Mieczysław A. Kłopotek and Sławomir T. Wierzchoń and Krzysztof Trojanowski (Eds.), Advances in Soft Computing, vol. 22. Springer, Zakopane, Poland. June  2-5, 2003. ISBN: 978-3-540-00843-9. http://www.springer.com/east/home/engineering?SGWID=5-175-22-2318484-0


Chapters

  • "Recent Advances in the Theory and Application of Fitness Landscapes." Chapter: Dynamic Real-Valued Landscapes and the Optimization Performance. Krzysztof Trojanowski. Edited by Hendrik Richter and Andries P. Engelbrecht. Springer. Emergence, Complexity and Computation. vol. 6. 2014. Springer, pp. 395-423.

  • "Computational Intelligence." Chapter: Adaptive Differential Evolution with Hybrid Rules of Perturbation for Dynamic Optimization. Krzysztof Trojanowski, Mikołaj Raciborski, and Piotr Kaczyński. Edited by Kurosh Madani and Antonio Dourado and Agostinho Rosa and Joaquim Filipe. Springer. Studies in Computational Intelligence. vol. 465. 2013. Springer, pp. 69-83.

  • "Advances in Information Processing and Protection." Chapter: On Some Properties of The B-Cell Algorithm in Non-Stationary Environments. Krzysztof Trojanowski and Sławomir T. Wierzchoń. Edited by Jerzy Pejaś, Khalid Saeed. Springer. 2007. Springer, pp. 35-44.

  • "Issues in Intelligent Systems, Models and Techniques." Chapter: Artificial Immune Iterated Algorithm for Non-Stationary Optimization Tasks. Krzysztof Trojanowski, Sławomir T. Wierzchoń, and Zbigniew Swiderski. Edited by Michał Dramiński and Przemysław Grzegorzewski and Krzysztof Trojanowski and Sławomir Zadrożny. Akademicka Oficyna Wydawnicza EXIT. 2005. Akademicka Oficyna Wydawnicza EXIT, pp. 247-262.


Journal papers

  • "Self-Adaptive Differential Evolution with Hybrid Rules of Perturbation for Dynamic Optimization." Krzysztof Trojanowski, Mikołaj Raciborski, and Piotr Kaczyński. Journal of Telecommunications and Information Technology. no. 4/2011. 2011. pp. 18-28. [FullText]

  • "Multi-Swarm That Learns." Krzysztof Trojanowski. Control and Cybernetics. 39 (2). 2010. pp. 359-375. [FullText]

  • "Immune-Based Algorithms For Dynamic Optimization." Krzysztof Trojanowski and Sławomir T. Wierzchoń. Information Sciences. vol. 179. 2009. pp. 1495-1515. [FullText]

  • "Properties of Quantum Particles in Multi-Swarms for Dynamic Optimization." Krzysztof Trojanowski. Fundamenta Informaticae. 95 (2-3). 2009. pp. 349-380. [FullText]

  • "A Look Inside The Artificial Immune Algorithm Inspired by Clonal Selection Principle." Krzysztof Trojanowski and Michał Grzegorzewski. Artificial Intelligence Studies. 2 (25). 2005. pp. 93-101.

  • "Comparison of Two Lin-Kernighan Approaches to Traveling Salesperson Problem." Krzysztof Fornalczyk and Krzysztof Trojanowski. Artificial Intelligence Studies. 1 (23). 2004. pp. 209-216.

  • "Evolutionary Optimization in Non-Stationary Environments." Krzysztof Trojanowski and Zbigniew Michalewicz. Journal of Computer Science and Technology, special issue on Artificial Intelligence and Evolutionary Computation. 1 (2). 2000. pp. 93-124.

  • "The Spirit of Evolutionary Algorithms." Zbigniew Michalewicz, Suzana Esquivel, Raul Gallard, Maciej Michalewicz, Guo Tao, and Krzysztof Trojanowski. JCIT: Journal of Computing and Information Technology. 7 (1). 1999. University Computing Centre, Zagreb, Croatia,

  • "Adaptive Evolutionary Planner/Navigator for Mobile Robots." Jing Xiao, Zbigniew Michalewicz, Lixin Zhang, and Krzysztof Trojanowski. IEEE Transactions on Evolutionary Computation. 1 (1). April 1997. pp. 18-28. [FullText]

  • "Mobilny robot i algorytmy ewolucyjne." Krzysztof Trojanowski. Informatyka. no. 7/8, . 1997.


In proceedings

  • "Expected Value of the Optimization Algorithm Outcome." Krzysztof Trojanowski and Marcin Janiszewski. LP-IIS. 2013. Lecture Notes in Computer Science, vol. 7912. Springer, pp. 245-253.

  • "Stabilization of Users Profiling Processed by Metaclustering of Web Pages." Michal Draminski, Blazej Owczarczyk, Krzysztof Trojanowski, Dariusz Czerski, Krzysztof Ciesielski, and Mieczyslaw A. Klopotek. LP-IIS. 2013. Lecture Notes in Computer Science, vol. 7912. Springer, pp. 179-186.

  • "Differential Evolution for High Scale Dynamic Optimization." Mikołaj Raciborski, Krzysztof Trojanowski, and Piotr Kaczyński. Security and Intelligent Information Systems (S-IIS'11). 2012. Lecture Notes in Computer Science, vol. 7053. Springer, pp. 180-189.

  • "Wikipedia-based Document Categorization." Krzysztof Ciesielski, Piotr Borkowski, Mieczysław .A. Kłopotek, Krzysztof Trojanowski, and Kamil Wysocki. Security and Intelligent Information Systems (S-IIS'11). 2012. Lecture Notes in Computer Science, vol. 7053. Springer, pp. 265-278.

  • "Hybrid Rules of Perturbation in Differential Evolution." Mikołaj Raciborski, Krzysztof Trojanowski, and Piotr Kaczyński. ECTA - Int. Conf. on Evolutionary Computation Theory and Applications. ECTA is part of IJCCI, the International Joint Conference on Computational Intelligence. 2011. SciTePress Digital Library and CD-ROM distributed among the conference participants,

  • "Adaptive Non-uniform Distribution of Quantum Particles in mQSO." Krzysztof Trojanowski. SEAL 2008. 2008. Lecture Notes in Computer Science, vol. 5361. Springer, pp. 91-100.

  • "Clonal Selection Algorithm With Binary Representation of Solutions for Non-Stationary Optimization Tasks." Krzysztof Trojanowski and Grzegorz Matusik. Evolutionary Computation and Global Optimization 2008. 2008. Prace Naukowe, Elektronika, z.165, Warsaw Univ. of Technology Publishing House, pp. 229-236.

  • "Multi-Swarm That Learns." Krzysztof Trojanowski. Intelligent Information Systems XVI. 2008. Challenging Problems of Science, Akademicka Oficyna Wydawnicza EXIT, pp. 121-130. [FullText]

  • "Non-uniform Distributions of Quantum Particles in Multi-Swarm Optimization for Dynamic Tasks." Krzysztof Trojanowski. ICCS 2008, Part I. 2008. Lecture Notes in Computer Science, vol. 5101. Springer, pp. 843-852.

  • "Tuning Quantum Multi-Swarm Optimization for Dynamic Tasks." Krzysztof Trojanowski. ICAISC 2008. 2008. Lecture Notes in Artificial Intelligence, vol. 5097. Springer, pp. 499-510.

  • "B-Cell Algorithm as a Parallel Approach to Optimization of Moving Peaks Benchmark Tasks." Krzysztof Trojanowski. Sixth International Conference on Computer Information Systems and Industrial Management Applications (CISIM 2007). Ełk, Poland. June  28-30, 2007. IEEE Computer Society Conference Publishing Services, pp. 143-148.

  • "Clonal Selection Approach With Mutations Based on Symmetric alpha-Stable Distributions for Non-Stationary Optimization Tasks." Krzysztof Trojanowski. Adaptive and Natural Computing Algorithms. 8th International Conference, ICANNGA 2007. Warsaw, Poland, April 2007. Proceedings, Part I. April  11-14, 2007. Lecture Notes in Computer Science, vol. 4431. Springer, pp. 184-193.

  • "Non-Stationary Optimization with Multi-Population Evolutionary Algorithm." Jarosław Stańczak and Krzysztof Trojanowski. Evolutionary Computation and Global Optimization 2007. 2007. Prace Naukowe, Elektronika, z.160, Warsaw Univ. of Technology Publishing House, pp. 251-260.

  • "A Comparison of Clonal Selection Based Algorithms for Non-Stationary Optimisation Tasks." Krzysztof Trojanowski and Sławomir T. Wierzchoń. Intelligent Information Processing and Web Mining, Proceedings of the International IIS:IIPWM'06. Ustroń. June  19-22, 2006. Advances in Soft Computing, vol. 35. Springer, pp. 41-52.

  • "B-Cell Algorithm for Non-Stationary Optimization." Krzysztof Trojanowski and Sławomir T. Wierzchoń. Advanced Computer Systems, Proceedings of ACS/CISIM conferences. Miedzyzdroje, Poland. October  18-20, 2006. vol. 1. Publishing House of Szczecin University of Technology, pp. 53-64.

  • "Clonal Selection Principle Based Approach to Non-Stationary Optimization Tasks." Krzysztof Trojanowski. Evolutionary Computation and Global Optimization 2006. 2006. Prace Naukowe, Elektronika, z.156, Warsaw Univ. of Technology Publishing House, pp. 375-384. [FullText]

  • "The Idiotypic Network with Binary Patterns Matching." Krzysztof Trojanowski and Marcin Sasin. Artificial Immune Systems, 5th International Conference, ICARIS 2006. Oeiras, Portugal. September  4-6, 2006. Lecture Notes in Computer Science, vol. 4163. Springer, pp. 95-108. [FullText]

  • "Selective Pressure in Evolutionary Algorithms Applied to Non-stationary Optimization Tasks: A Quantitative Comparison." Krzysztof Trojanowski and Janusz Czapliński. WAE2005: Proceedings of the 8th National Conference on Evolutionary Computation and Global Optimisation. Korbielów, Poland. May  30-June 1, 2005. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 263-270.

  • "Porównanie sztucznych systemów immunologicznych w podejściu do zadania optymalizacji n-komiwojażerów." Andrzej Pietruszka and Krzysztof Trojanowski. Sztuczna Inteligencja w Inżynierii Biomedycznej SIIB'04. Kraków, Poland. October  19, 2004.

  • "Properties of Selection Methods Applied to Non-Stationary Optimization Tasks." Jarosław Stańczak and Krzysztof Trojanowski. WAE2004: Proceedings of the 7th National Conference on Evolutionary Computation and Global Optimisation. Kazimierz Dolny, Poland. May  24-26, 2004. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 171-180.

  • "Studying Properties of Multipopulation Heuristic Approach to Non-Stationary Optimisation Tasks." Krzysztof Trojanowski and Sławomir T. Wierzchoń. Intelligent Information Processing and Web Mining, Proceedings of the International IIS:IIPWM'03. Zakopane, Poland. June  2-5, 2003. Advances in Soft Computing, vol. 22. Springer, pp. 23-32.

  • "Analiza cech iteracyjnego algorytmu optymalizacyjnego zastosowanego do optymalizacji parametrów dynamicznego systemu uczacego się." Krzysztof Trojanowski. BOS 2002: VII Konferencja Polskiego Towarzystwa Badań Operacyjnych i Systemowych - Badania Operacyjne i Systemowe Wobec Wyzwan XXI Wieku, Warszawa, 26-28 wrzesnia 2002. Metody i techniki analizy informacji i wspomagania decyzji. Warszawa, Poland. September  26-28, 2002. Akademicka Oficyna Wydawnicza EXIT, pp. IV-27 - IV-34.

  • "Control of Immune Memory in Artificial Immune System." Krzysztof Trojanowski and Sławomir T. Wierzchoń. WAE 2002: Proceedings of the 3rd National Workshop on Evolutionary Computation and Global Optimisation. Kraków, Poland. September  23-24, 2002. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 111-118.

  • "Memory Management in Artificial Immune System." Krzysztof Trojanowski and Sławomir T. Wierzchoń. The Sixth International Conference on Neural Networks and Soft Computing ICNNSC 2002. Zakopane, Poland. June  11-15, 2002. Advances in Soft Computing, vol. 19. Physica-Verlag, pp. 650-655.

  • "Searching for Memory in Artificial Immune System." Krzysztof Trojanowski and Sławomir T. Wierzchoń. IIS 2002: The Eleventh International Symposium on Intelligent Information Systems. Sopot, Poland. June  3-6, 2002. Advances in Soft Computing, vol. 17. Physica-Verlag, pp. 175-183.

  • "Some Aspects of Evolutionary Adaptation in Non-Stationary Environments." Krzysztof Trojanowski and Andrzej Obuchowicz. WAE 2002: Proceedings of the 3rd National Workshop on Evolutionary Computation and Global Optimisation. Kraków, Poland. September  23-24, 2002. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 69-78.

  • "Storing Data in KDD Systems / from Inlen 3.0 to InlenStar: Evolution of Database/." Krzysztof Trojanowski, Andrzej Jodłowski, and Krzysztof Skowroński. IIS 2002: The Eleventh International Symposium on Intelligent Information Systems. Sopot, Poland. June  3-6, 2002. Advances in Soft Computing, vol. 17. Physica-Verlag, pp. 131-140.

  • "Hopping Channel Assignment for VHF Combat Radio Nets with Evolutionary Techniques - Perspectives." Miłosz Sliwka and Krzysztof Trojanowski. Proceedings of RCMCIS'2001, NATO Regional Conference on Military Communications and Information Systems. Zegrze, Poland. October  10-12, 2001. Military Communication Institute Press, pp. 220-225.

  • "Measures for Non-Stationary Optimization Tasks." Krzysztof Trojanowski and Andrzej Obuchowicz. 5th ICANNGA: Artificial Neural Nets and Genetic Algorithms. Prague, Czech Republic. April  22-25, 2001. Springer, pp. 244-247. [FullText]

  • "Models of Multiple Response Independence." Andrzej Matuszewski and Krzysztof Trojanowski. Intelligent Information Systems X, Proceedings of the IIS'2001 Symposium. Zakopane, Poland. June  18-22, 2001. Advances in Soft Computing, vol. 10. Physica-Verlag, pp. 209-220.

  • "Evolutionary Real-Time Optimization System for Ecological Power Control." Maciej Michalewicz, Katarzyna Juda-Rezler, Krzysztof Trojanowski, Andrzej Matuszewski, Zbigniew Michalewicz, and Michal Trojanowski. Intelligent Information Systems IX, Proceedings of the IIS'2000 Symposium. Bystra, Poland. June 2000. Advances in Soft Computing, Physica-Verlag, pp. 227-242.

  • "Evolutionary Algorithms for Non-Stationary Environments." Krzysztof Trojanowski and Zbigniew Michalewicz. Proceedings of 8th Workshop: Intelligent Information Systems. Ustroń, Poland. June  14-18, 1999. ICS PAS Press, pp. 229-240. [FullText]

  • "Evolutionary Approach to Non-stationary Optimisation Tasks." Krzysztof Trojanowski and Zbigniew Michalewicz. Foundations of Intelligent Systems, 11th International Symposium, ISMIS'99. Warsaw, Poland. June  8-11, 1999. Lecture Notes in Artificial Intelligence (Subseries of LNCS), vol. 1609. Springer, pp. 538-546. [FullText]

  • "Extensions of Evolutionary Algorithms for Non-Stationary Environments." Krzysztof Trojanowski and Zbigniew Michalewicz. Proceedings of the 3rd National Conference on Evolutionary Computation and Global Optimisation. Potok Złoty, Poland. May  25-28, 1999. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 317-328.

  • "Searching for Optima in Non-Stationary Environments." Krzysztof Trojanowski and Zbigniew Michalewicz. Proc. of the Congress on Evolutionary Computation. Washington, USA. July  7-9, 1999. vol. 3. IEEE Press, Piscataway, NJ, pp. 1843-1850. [FullText]

  • "Adding Memory to the Evolutionary Planner/Navigator." Krzysztof Trojanowski, Zbigniew Michalewicz, and Jing Xiao. Proc. of the 4th IEEE ICEC. Indianapolis, USA. April  14-16, 1997. IEEE Publishing, pp. 483-487. [FullText]

  • "Evolutionary Algorithms and the Problem-Specific Knowledge." Krzysztof Trojanowski and Zbigniew Michalewicz. Proceedings of the 2nd National Conference on Evolutionary Computation and Global Optimisation. Rytro, Poland. September  16-19, 1997. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 281-292. [FullText]

  • "Evolutionary Computation: One Project, Many Directions." Zbigniew Michalewicz, Jing Xiao, and Krzysztof Trojanowski. Foundations of Intelligent Systems, 9th International Symposium, ISMIS'96. Zakopane, Poland. June  9-13, 1996. Lecture Notes in Artificial Intelligence (Subseries of LNCS), vol. 1079. Springer, pp. 189-201. [FullText]

  • "Planowanie sciezki mobilnego robota." Krzysztof Trojanowski and Zbigniew Michalewicz. Materialy I Krajowej Konferencji Algorytmy Ewolucyjne. Murzasichle, Poland. June  12-15, 1996. Oficyna Wydawnicza Politechniki Warszawskiej, pp. 186-197.


Misc.

  • "Semantic resources for enchancing search engines." Annual Report 2011 Polish Academy of Sciences. K. Ciesielski, D. Czerski, M. Dramiński, M. A. Kłopotek, S. T. Wierzchoń, M. Sydow, P. Borkowski, J. Wajda, S. Chojnacki, K. Trojanowski. Polish Academy of Sciences. 2012. Polish Academy of Sciences,

  • "On Some Properties of Quantum Particles in Multi-Swarms for dynamic Optimization." Krzysztof Trojanowski. ICS PAS Reports. 1016. 2009.

  • "Multiswarm That Learns." Krzysztof Trojanowski. ICS PAS Reports. 1015. 2009.

  • "Właściwości miar podobieństwa w modelu sieci idiotypowej z binarną reprezentacją wzorców." Krzysztof Trojanowski and Michał Jankowiak. ICS PAS Reports. 977. September 2004.

  • "Evolutionary Algorithms with Redundant Genetic Material for Non-Stationary Environments." Krzysztof Trojanowski. PhD thesis. Institute of Computer Science, Polish Academy of Sciences. 2000.