Practical Application of the Multi-model Approach in the Study of Complex Systems

Different kinds of models are used to study various natural and technical phenomena. Usually, the researcher is limited to using a certain kind of model approach, not using others (or even not realizing the existence of other model approaches). The authors believe that a complete study of a certain phenomenon should cover several model approaches. The paper describes several model approaches which we used in the study of the random early detection algorithm for active queue management. Both the model approaches themselves and their implementation and the results obtained are described. © 2020, Springer Nature Switzerland AG.

Authors
Language
English
Pages
526-537
Status
Published
Volume
12563 LNCS
Year
2020
Organizations
  • 1 Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya St, Moscow, 117198, Russian Federation
  • 2 Joint Institute for Nuclear Research, 6 Joliot-Curie St., Moscow Region, Dubna, 141980, Russian Federation
  • 3 Department of Theoretical Physics, SAS, Institute of Experimental Physics, Watsonova 47, Košice, 040 01, Slovakia
  • 4 Pavol Jozef Šafárik University in Košice (UPJŠ), Šrobárova 2, Košice, 041 80, Slovakia
Keywords
Active queue management; Mathematical modeling; Simulation; Stochastic systems; Surrogate modeling
Date of creation
20.04.2021
Date of change
20.04.2021
Short link
https://repository.rudn.ru/en/records/article/record/71821/
Share

Other records