Adaptation of Material Flows in Mechanical Transportation Systems Based on Observation Experience

Belyakov, Stanislav LeonidovichSouthern Federal University, Department of Applied Information Science Taganrog (författare)

Validerad; 2016; Nivå 1; 2016-10-11 (andbra)
This paper investigates adaptation of material flows in mechanical transportation systems to the appearance of local overloads. The adaptation mechanism is based on the deflection of the forecast of experts who oversee the behavior of flows in the network. We propose a modified version of case-based reasoning, which uses the concept of imagination of situations. Unlike known methods, imaginative description of cases increases the reliability of decision-making. We provide a modification of the algorithm for dynamically building routing tables in distributed controllers of a transportation network. Analytic evaluation of the adaptation method's effectiveness is provided. The paper is concluded with outline of the implementation mechanism using a network of distributed controllers

Savelyeva, MarinaSouthern Federal University, Department of Applied Information Science Taganrog (författare)
Yan, JeffreyDepartment of Electrical and Computer System Engineering, University of Auckland, University of Auckland (författare)
Vyatkin, ValeriyLuleå tekniska universitet,Datavetenskap(Swepub:ltu)valvya (författare)
Southern Federal University, Department of Applied Information Science TaganrogDepartment of Electrical and Computer System Engineering, University of Auckland, University of Auckland (creator_code:org_t)

Ingår i:IEEE TrustCom-BigDataSE-ISPA 2015Piscataway, NJ : IEEE Communications Society, s. 269-2749781467379519

Av författaren/redakt...: Belyakov, Stanis ...; Savelyeva, Marin ...; Yan, Jeffrey; Vyatkin, Valeriy

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