Interval model of dynamics of dispersion of harmful pollution from vehicular traffic

• Autorzy: Dyvak M. , Stakhiv P. , Pukas A. , Voytyuk I. , Porplytsya N. , Maslyiak Y.
• Języki publikacji: EN

Abstrakty

EN

The method of structure identification of interval discrete dynamic models, based on principles of the bee colonies functioning is represented. An example of the implementation of method for modeling of air pollution by harmful vehicle emissions is considered.

Słowa kluczowe

EN

structure identification; interval discrete dynamic models; artificial bee colony algorithm; dispersion of harmful pollution; vehicular traffic

PL

identyfikacja strukturalna; dyskretne modele dynamiczne; algorytm sztucznej kolonii pszczół; dyspersja spalin; ruch drogowy

• Wydawca: Wydawnictwo Politechniki Łódzkiej
• Czasopismo: Journal of Applied Computer Science
• Rocznik: 2016
• Tom: Vol. 24, nr 3
• Strony: 49--60
• Opis fizyczny: Bibliogr. 14 poz.

Twórcy

autor

Dyvak M.

• Ternopil National Economic University, Computer Science Department, A. Chekhova str. 8, 46000, Ternopil, Ukraine

autor

Stakhiv P.

• Lodz University of Technology, Institute of Information Technology, Wolczanska 215, 90-924 Lodz, Poland

autor

Pukas A.

• Ternopil National Economic University, Computer Science Department, A. Chekhova str. 8, 46000, Ternopil, Ukraine

autor

Voytyuk I.

• Ternopil National Economic University, Computer Science Department, A. Chekhova str. 8, 46000, Ternopil, Ukraine

autor

Porplytsya N.

• Ternopil National Economic University, Computer Science Department, A. Chekhova str. 8, 46000, Ternopil, Ukraine

autor

Maslyiak Y.

• Ternopil National Economic University, Computer Science Department, A. Chekhova str. 8, 46000, Ternopil, Ukraine

Bibliografia

• [1] Dyvak, M. P., Interval modeling of dynamics of losses due to pollution by vehicles, Information technologies and computer engineering, Vol. 3, No. 13, 2008, pp. 32-40, (in Ukrainian).
• [2] Kovalchuk, P. I., Design and prediction of the state of environment: educational manual, Lybid Press, Kyiv,Ukraine, 2003, (in Ukrainian).
• [3] Ivakhnenko, A. G. and Stepashko, V. S., Numerical investigation of noise immunity of multi-criteria selection of models, Automatica, Vol. 4, 1982, pp. 26-36, (in Russian).
• [4] Akaike, H., A new look at the statistical model identification, IEEE Trans. Autom. Control, Vol. 19, No. 6, 1974, pp. 716-723.
• [5] Haber, R. and Unbehauen, H., Structure identification of nonlinear dynamic systems - a survey on input/output approaches, Automatica, Vol. 26, No. 4, 1990, pp. 651-677, (in Russian).
• [6] Dyvak, M. and Dyvak, T., Features of building of interval systems of algebraic equations and method of its solving in tasks of identification of linear interval di
• erence operator, Inductive modeling of the complex systems, Vol. 1, 2009, pp. 35-43, (in Ukrainian).
• [7] Stepashko, V. S., Optimization and generalization of schemes of search of models in the algorithms of GMDH, Automatica, Vol. 4, 1979, pp. 36-43, (in Russian).
• [8] Stepashko, V., Bulgakova, O., and Zosimov, V., Hybrid algorithms of models self-organization for prediction of complex processes, Inductive modeling of the complex systems, Vol. 2, 2010, pp. 236-246, (in Ukrainian).
• [9] Karaboga, D., Gorkemli, B., Ozturk, C., and Karaboga, N., A comprehensive survey: artificial bee colony (ABC) algorithm and applications, Artificial Intelligence Review, Vol. 42, No. 1, 2014, pp. 21-57.
• [10] Dyvak, M., Stakhiv, P., and Pukas, A., Algorithms of parallel calculations in task of tolerance ellipsoidal estimation of interval model parameters, Bulletin of the Polish Academy of Sciences: Technical Sciences, Vol. 60, No. 1, 2012, pp. 159-164.
• [11] Porplytsya, N., Dyvak, M., Spivak, I., and Voytyuk, I., Mathematical and algorithmic foundations for implementation of the method for structure identification of interval difference operator based on functioning of bee colony, In: Proceedings of XIIIth International conference “The Experience of Designing and Application of CAD Systems in Microelectronics (CADSM 2015)”, Lviv-Poljana, Ukraine, February, 2015, pp. 196-199.
• [12] Karaboga, D., Artificial bee colony algorithm, http://www.scholarpedia.org/article/Artificial\_bee\_colony\_algorithm.
• [13] Riley, J., Greggers, U., and Smith, A., The flight paths of honey bees recruited by the waggle dance, Nature International weekly journal of science, Vol. 435, 2005, pp. 205-207.
• [14] Camazine, S. and Sneyd, J., A model of collective nectar source by honey bees: Self-organization through simple rules, Journal of Theoretical Biology, Vol. 149, 1991, pp. 547-571.

Uwagi

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę (zadania 2017).