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New methods to create accurate, nonlinear, interpretable and suitable for operation in real-time models of dynamic systems using methods of computational intelligence.

2012/05/B/ST7/02138

Keywords

Descriptors

  • ST7_3: Inżynieria symulacji i modelowania
  • ST7_4: Inżynieria systemów, sensoryka, automatyka
  • ST7_1: Inżynieria sterowania

Panel

ST7 – Systems and communication engineering: electronics, communication, optoelectronics

Host institution

Politechnika Częstochowska, Wydział Inżynierii Mechanicznej i Informatyki

Voivodeship: śląskie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr hab. Krzysztof Cpałka

Number of co-investigators in the project: 10

Call

OPUS 3 – announced on 2012-03-15

Amount awarded
979 560 PLN
Project start date
2013-03-15
Project end date
2016-11-14
Project duration
44 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Aktualizacja posiadanego oprogramowania specjalistycznego typu Electronic Design Automation (EDA) w postaci pakietu Altium Designer. (2 pcs). Cost: 10 000 PLN
  2. Rozbudowa posiadanego stanowiska lutowniczego na potrzeby obsługi układów scalonych FPGA w technologii BGA.. Cost: 6 000 PLN
  3. Wytworzenie sterowników do sprzętowej implementacji modeli obiektów dynamicznych z wykorzystaniem układów FPGA. (2 pcs). Cost: 11 000 PLN
  4. Zakup dwóch komputerów przenośnych oraz kolorowej drukarki laserowej.. Cost: 17 000 PLN
  5. Zakup oscyloskopu cyfrowego.. Cost: 15 000 PLN
  6. Zakup specjalistycznego oprogramowania firmowego do projektowania układów FPGA w postaci pakietu Xilinx ISE.. Cost: 5 000 PLN
  7. Zakup stanowiska do nieinwazyjnej identyfikacji układów dynamicznych oraz testowania modeli układów dynamicznych w czasie rzeczywistym.. Cost: 35 000 PLN

Information in the final report

Publication in academic press/journals (8)

  1. A new approach to nonlinear modelling of dynamic objects based on fuzzy rules

    Authors:
    Łukasz Bartczuk, Andrzej Przybył, Krzysztof Cpałka
    Academic press:
    International Journal of Applied Mathematics and Computer Science (AMCS) (year: 2016, volume: 26,3, pages: 603-621), Publisher: The University of Zielona Góra and the Lubuskie Scientific Society in Zielona Góra, Poland
    Status:
    Published
    DOI:
    10.1515/amcs-2016-0042 – link to the publication

  2. A new method for designing neuro-fuzzy systems for nonlinear modelling with interpretability aspects

    Authors:
    Krzysztof Cpałka, Krystian Łapa, Andrzej Przybył, Marcin Zalasiński
    Academic press:
    Neurocomputing (year: 2014, volume: 135, pages: 203-217), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.neucom.2013.12.031 – link to the publication

  3. A new approach to design of control systems using genetic programming

    Authors:
    Krzysztof Cpałka, Krystian Łapa, Andrzej Przybył
    Academic press:
    Information Technology and Control (year: 2015, volume: 44, pages: 433-442), Publisher: De Gruyter Open
    Status:
    Published
    DOI:
    10.5755/j01.itc.44.4.10214 – link to the publication

  4. Method of Evolutionary Designing of FPGA-based Controllers

    Authors:
    Andrzej Przybył, Jacek Szczypta
    Academic press:
    Przegląd Elektrotechniczny (year: 2016, volume: 7, pages: 174--179), Publisher: Przegląd Elektrotechniczny, ul. Ratuszowa 11, 00-950 Warszawa
    Status:
    Published
    DOI:
    10.15199/48.2016.07.38 – link to the publication

  5. A new algorithm for identity verification based on the analysis of a handwritten dynamic signature

    Authors:
    Krzysztof Cpałka, Marcin Zalasiński, Leszek Rutkowski
    Academic press:
    Applied Soft Computing (year: 2016, volume: 43, pages: 47-56), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.asoc.2016.02.017 – link to the publication

  6. Hard real-time communication solution for mechatronic systems

    Authors:
    Andrzej Przybył
    Academic press:
    Robotics and Computer–Integrated Manufacturing (year: 2018, volume: 49, pages: 309–316), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.rcim.2017.08.001 – link to the publication

  7. On Design of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling

    Authors:
    Krzysztof Cpałka, Olga Rebrova, Robert Nowicki, Leszek Rutkowski
    Academic press:
    International Journal of General Systems (year: 2013, volume: 42,6, pages: 706-720), Publisher: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/03081079.2013.798912 – link to the publication

  8. Flexible fuzzy PID controller (FFPIDC) and a nature-inspired method for its construction

    Authors:
    Krystian Łapa, Krzysztof Cpałka
    Status:
    Accepted for publication

Articles in post-conference publications (54)

  1. A new method for designing and complexity reduction of neuro-fuzzy systems for nonlinear modelling

    Authors:
    Krystian Łapa, Marcin Zalasiński, Krzysztof Cpałka
    Conference:
    12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013 (year: 2013, pages: 329-344 (vol. 7894)), Publisher: Springer
    Date:
    conference 9-13 czerwca 2013 rok
    Status:
    Published
    DOI:
    link to the publication

  2. A new approach to designing interpretable models of dynamic systems

    Authors:
    Krystian Łapa, Andrzej Przybył, Krzysztof Cpałka
    Conference:
    12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013 (year: 2013, pages: 523-534 (vol. 7895)), Publisher: Springer
    Date:
    conference 9-13 czerwca 2013 rok
    Status:
    Published
    DOI:
    link to the publication

  3. Some aspects of evolutionary designing optimal controllers

    Authors:
    Jacek Szczypta, Andrzej Przybył, Krzysztof Cpałka
    Conference:
    12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013 (year: 2013, pages: 91-100 (vol. 7895)), Publisher: Springer
    Date:
    conference 9-13 czerwca 2013 rok
    Status:
    Published

  4. Evolutionary approach with multiple quality criteria for controller design

    Authors:
    Jacek Szczypta, Andrzej Przybył, Lipo Wang
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 455-467 (vol. 8467)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  5. Aspects of the selection of the structure and parameters of controllers using selected population based algorithms

    Authors:
    Jacek Szczypta, Krystian Łapa, Zhifei Shao
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 440-454 (vol. 8467)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  6. New Method for Design of Fuzzy Systems for Nonlinear Modelling Using Different Criteria of Interpretability

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Lipo Wang
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 217-232 (vol. 8467)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  7. The idea for the integration of neuro-fuzzy hardware emulators with real-time network

    Authors:
    Andrzej Przybył, Meng Joo Er
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 279-294 (vol. 8467)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  8. Hybrid state variables - fuzzy logic modelling of nonlinear objects

    Authors:
    Łukasz Bartczuk, Andrzej Przybył, Piotr Dziwiński
    Conference:
    12th International Conference on Artificial Intelligence and Soft Computing ICAISC 2013 (year: 2013, pages: 227-234 (vol. 7894)), Publisher: Springer
    Date:
    conference 9-13 czerwca 2013 rok
    Status:
    Published
    DOI:
    link to the publication

  9. Aspects of structure and parameters selection of control systems using selected multi-population algorithms

    Authors:
    Krystian Łapa, Jacek Szczypta, Rajasekar Venkatesan
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 247-260 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  10. Optimization of controller structure using evolutionary algorithm

    Authors:
    Andrzej Przybył, Jacek Szczypta, Lipo Wang
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 261-271 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  11. New fast algorithm for the dynamic signature verification using global features values

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Yoichi Hayashi
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 175-188 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  12. A New Algorithm for Identification of Significant Operating Points Using Swarm Intelligence

    Authors:
    Piotr Dziwiński, Łukasz Bartczuk, Andrzej Przybył, Eduard D. Avedyan
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 349-362 (vol. 8468)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  13. New method for nonlinear fuzzy correction modelling of dynamic objects

    Authors:
    Łukasz Bartczuk, Andrzej Przybył, Petia Koprinkova-Hristova
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 169-180 (vol. 8467)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  14. New Method for Dynamic Signature Verification Using Hybrid Partitioning

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Meng Joo Er
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 216-230 (vol. 8468)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  15. New Method for Dynamic Signature Verification Based on Global Features

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Yoichi Hayashi
    Conference:
    13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014 (year: 2014, pages: 231-245 (vol 8468)), Publisher: Springer
    Date:
    conference 1-5 czerwca 2014 rok
    Status:
    Published

  16. A new approach to designing of intelligent emulators working in a distributed environment

    Authors:
    Andrzej Przybył, Meng Joo Er
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 546-558 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  17. New approach for interpretability of neuro-fuzzy systems with parametrized triangular norms

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Lipo Wang
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 248-265 (vol. 9692)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  18. A new method of the intelligent modeling of the nonlinear dynamic objects with fuzzy detection of the operating points

    Authors:
    Piotr Dziwiński, Eduard D. Avedyan
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 293-305 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  19. Aspects of Evolutionary Construction of New Flexible PID-fuzzy Controller

    Authors:
    Krystian Łapa, Jacek Szczypta, Takamichi Saito
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 450-464 (vol. 9692)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  20. A new method for generating of fuzzy rules for the nonlinear modelling based on semantic genetic programming

    Authors:
    Łukasz Bartczuk, Krystian Łapa, Petia Koprinkova-Hristova
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 262-278 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  21. New approach for nonlinear modelling based on online designing of the fuzzy rule base

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Yoichi Hayashi
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 230-247 (vol. 9692)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  22. A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Lipo Wang
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 263-278 (vol. 10245)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  23. New algorithm for on-line signature verification using characteristic hybrid partitions

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka
    Conference:
    36th International Conference Information Systems Architecture and Technology (ISAT) 2015 (year: 2016, pages: 147-157 (vol. 432)), Publisher: Springer
    Date:
    conference 20-22 września 2015 rok
    Status:
    Published
    DOI:
    link to the publication

  24. Nonlinear Pattern Classification Using Fuzzy System and Hybrid Genetic-imperialist Algorithm

    Authors:
    Krystian Łapa, Krzysztof Cpałka
    Conference:
    36th International Conference Information Systems Architecture and Technology (ISAT) 2015 (year: 2016, pages: 159-171 (vol. 432)), Publisher: Springer
    Date:
    conference 20-22 września 2015 rok
    Status:
    Published
    DOI:
    link to the publication

  25. On the application of a hybrid genetic-firework algorithm for controllers structure and parameters selection

    Authors:
    Krystian Łapa, Krzysztof Cpałka
    Conference:
    36th International Conference Information Systems Architecture and Technology (ISAT) 2015 (year: 2016, pages: 111-123 (vol. 429)), Publisher: Springer
    Date:
    conference 20-22 września 2015 rok
    Status:
    Published
    DOI:
    link to the publication

  26. An Application of Differential Evolution to Positioning Queueing Systems

    Authors:
    Marcin Gabryel , Marcin Woźniak, Robertas Damaševičius
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 379-390 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published
    DOI:
    link to the publication

  27. A new method for generating nonlinear correction models of dynamic objects based on semantic genetic programming

    Authors:
    Łukasz Bartczuk, Alexander I. Galushkin
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 249-261 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  28. A new approach to the dynamic signature verification aimed at minimizing the number of global features

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Yoichi Hayashi
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 218-231 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  29. The Method of the Evolutionary Designing the Elastic Controller Structure

    Authors:
    Andrzej Przybył, Krystian Łapa, Jacek Szczypta, Lipo Wang
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 476-492 (vol. 9692 )), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  30. Fuzzy PID Controllers with FIR Filtering and a Method for Their Construction

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Andrzej Przybył, Takamichi Saito
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 292-307 (vol. 10246)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  31. A Method for Changes Prediction of the Dynamic Signature Global Features over Time

    Authors:
    Marcin Zalasiński, Krystian Łapa, Krzysztof Cpałka, Takamichi Saito
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 761-772 (vol. 10245)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  32. Stability Evaluation of the Dynamic Signature Partitions Over Time

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Meng Joo Er
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 733-746 (vol. 10245)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  33. Hybrid Initialization in the Process of Evolutionary Learning

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Yoichi Hayashi
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 380-393 (vol. 10245)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  34. A Method for Non-linear Modelling Based on the Capabilities of PSO and GA Algorithms

    Authors:
    Piotr Dziwiński, Łukasz Bartczuk, Huang Tingwen
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 221-232 (vol. 10246)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  35. The Concept on Nonlinear Modelling of Dynamic Objects Based on State Transition Algorithm and Genetic Programming

    Authors:
    Łukasz Bartczuk, Piotr Dziwiński, Vladimir G. Red'ko
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 209-220 (vol. 10246)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  36. A Method for Design of Hardware Emulators for a Distributed Network Environment

    Authors:
    Andrzej Przyby, Meng Joo Er
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 318-336 (vol. 10245)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  37. New method for fuzzy nonlinear modelling based on genetic programming

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Petia Koprinkova-Hristova
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 432-449 (vol. 9692)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  38. The method of hardware implementation of fuzzy systems on FPGA

    Authors:
    Andrzej Przybył, Meng Joo Er
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 284-298 (vol. 9692)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  39. A new approach for using the fuzzy decision trees for the detection of the significant operating points in the nonlinear modeling

    Authors:
    Piotr Dziwiński, Eduard D. Avedyan
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 279-292 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  40. A New Algorithm for Online Management of Fuzzy Rules Base for Nonlinear Modeling

    Authors:
    Krystian Łapa
    Conference:
    37th International Conference Information Systems Architecture and Technology (ISAT) 2016 (year: 2016, pages: 15-28 (vol. 521)), Publisher: Springer
    Date:
    conference 18-20 września 2016 rok
    Status:
    Published

  41. A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Yoichi Hayashi
    Conference:
    The 16th International Conference on Artificial Intelligence and Soft Computing ICAISC 2017 (year: 2017, pages: 747-760 (vol. 10245)), Publisher: Springer
    Date:
    conference 11-15 czerwca 2017 roku
    Status:
    Published

  42. Weighted Fuzzy Genetic Programming Algorithm for Structure and Parameters Selection of Fuzzy Systems for Nonlinear Modelling

    Authors:
    Krystian Łapa, Krzysztof Cpałka
    Conference:
    37th International Conference Information Systems Architecture and Technology (ISAT) 2016 (year: 2016, pages: 157-174 (vol. 521)), Publisher: Springer
    Date:
    conference 18-20 września 2016 rok
    Status:
    Published

  43. Elastic FOPID+FIR Controller Design using Hybrid Population-based Algorithm

    Authors:
    Krystian Łapa
    Conference:
    37th International Conference Information Systems Architecture and Technology (ISAT) 2016 (year: 2016, pages: 15-26 (vol. 522)), Publisher: Springer
    Date:
    conference 18-20 września 2016 rok
    Status:
    Published

  44. New method for non-linear correction modelling of dynamic objects with genetic programming

    Authors:
    Łukasz Bartczuk, Andrzej Przybył, Petia Koprinkova-Hristova
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 318-329 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  45. A new interpretability criteria for neuro-fuzzy systems for nonlinear classification

    Authors:
    Krystian Łapa, Krzysztof Cpałka, Alexander I. Galushkin
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 448-468 (vol. 9119)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  46. An idea of the dynamic signature verification based on a hybrid approach

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Elisabeth Rakus-Andersson
    Conference:
    The 15th International Conference on Artificial Intelligence and Soft Computing ICAISC 2016 (year: 2016, pages: 232-246 (vol. 9693)), Publisher: Springer
    Date:
    conference 12-16 czerwca 2016 roku
    Status:
    Published

  47. Gene Expression Programming in correction modelling of nonlinear dynamic objects

    Authors:
    Łukasz Bartczuk
    Conference:
    36th International Conference Information Systems Architecture and Technology (ISAT) 2015 (year: 2016, pages: 125-134 (vol. 429)), Publisher: Springer
    Date:
    conference 20-22 września 2015 rok
    Status:
    Published
    DOI:
    link to the publication

  48. Aspects of Structure Selection and Parameters Tuning of Control Systems Using Hybrid Genetic-Fruit fly Algorithm

    Authors:
    Jacek Szczypta, Krystian Łapa
    Conference:
    36th International Conference Information Systems Architecture and Technology (ISAT) 2015 (year: 2016, pages: 101-110 (vol. 429)), Publisher: Springer
    Date:
    conference 20-22 września 2015 rok
    Status:
    Published
    DOI:
    link to the publication

  49. A new approach to nonlinear modeling based on significant operating points detection

    Authors:
    Piotr Dziwiński, Eduard D. Avedyan
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 364-378 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  50. A new method for the dynamic signature verification based on the stable partitions of the signature

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka, Meng Joo Er
    Conference:
    14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015 (year: 2015, pages: 161-174 (vol. 9120)), Publisher: Springer
    Date:
    conference 14-18 czerwca 2015
    Status:
    Published

  51. New Algorithm for On-line Signature Verification Using Characteristic Global Features

    Authors:
    Marcin Zalasiński
    Conference:
    36th International Conference Information Systems Architecture and Technology (ISAT) 2015 (year: 2016, pages: 125-134 (vol. 429)), Publisher: Springer
    Date:
    conference 20-22 września 2015 rok
    Status:
    Published
    DOI:
    link to the publication

  52. A Method for Genetic Selection of the Dynamic Signature Global Features' Subset

    Authors:
    Marcin Zalasiński, Krzysztof Cpałka
    Conference:
    38th International Conference Information Systems Architecture and Technology (ISAT) 2017 (year: 2017, pages: w druku), Publisher: Springer
    Status:
    Accepted for publication

  53. Population-based algorithm with selectable evolutionary operators for nonlinear modeling

    Authors:
    Krystian Łapa
    Conference:
    38th International Conference Information Systems Architecture and Technology (ISAT) 2017 (year: 2017, pages: w druku), Publisher: Springer
    Status:
    Accepted for publication

  54. PID-fuzzy controllers with dynamic structure and evolutionary method for their construction

    Authors:
    Krystian Łapa, Krzysztof Cpałka
    Conference:
    38th International Conference Information Systems Architecture and Technology (ISAT) 2017 (year: 2017, pages: w druku), Publisher: Springer
    Status:
    Accepted for publication

Book publications / chapters in book publications (6)

  1. nie dotyczy (publikacja jest monografią)

    Authors:
    Krzysztof Cpałka
    Book:
    Design of interpretable fuzzy systems (year: 2017, volume: nie dotyczy, pages: nie dotyczy), Publisher: Springer (Studies in Computational Intelligence)
    Status:
    Published
    DOI:
    link to the publication

  2. Selected interpretability aspects of fuzzy systems for classification

    Authors:
    Krzysztof Cpałka, Krystian Łapa, Leszek Rutkowski
    Book:
    Introduction to Fuzzy sets and fuzzy Logic. Applications and Advanced Topics (year: 2018, volume: nie dotyczy, pages: publikacja w druku), Publisher: World Scientific Publishing
    Status:
    Accepted for publication

  3. Fuzzy-genetic approach to identity verification using a handwritten signature

    Authors:
    Leszek Rutkowski, Marcin Zalasiński, Krzysztof Cpałka
    Book:
    Advances in Data Analysis and Systems Modeling with Computational Intelligence Methods (year: 2017), Publisher: Springer (Studies in Computational Intelligence)
    Status:
    Accepted for publication

  4. New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling

    Authors:
    Leszek Rutkowski, Krystian Łapa, Krzysztof Cpałka
    Book:
    Advances in Data Analysis and Systems Modeling with Computational Intelligence Methods (year: 2017), Publisher: Springer (Studies in Computational Intelligence)
    Status:
    Accepted for publication

  5. Evolutionary Approach for Automatic Design of PID Controllers

    Authors:
    Krystian Łapa, Krzysztof Cpałka
    Book:
    Advances in Data Analysis and Systems Modeling with Computational Intelligence Methods (year: 2017, volume: brak danych, pages: brak danych), Publisher: Springer (Studies in Computational Intelligence)
    Status:
    Accepted for publication

  6. nie dotyczy (publikacja jest monografią)

    Authors:
    Andrzej Przybył
    Book:
    Algorytmy inteligencji obliczeniowej dla rozproszonych środowisk sieciowych (year: 2017), Publisher: Akademicka Oficyna Wydawnicza EXIT
    Status:
    Accepted for publication

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Graphic design and implementation: Jakub Piotrowski