Modeling of anomaly detection system in network organizational structures

Abstract

The article proposes a method for detecting anomalies in functioning of business entities of network organizational structures. The factors of exogenous and endogenous environment affecting the stable functioning of elements of network structures are considered. It is proposed to conditionally divide the factors by the nature of their occurrence into factors of organizational impact and factors related to the peculiarities of the external environment. The factors of organizational impact include factors of market and administrative impact (external) and factors of the state of fixed assets and staff organization (internal). The factors associated with peculiarities of the impact of the external environment include climatic and territorial-logistical (natural), resource and political factors related to human activity. The mathematical formalization of the proposed factors is performed. The market impact factor is expressed in terms of the coefficient which determines the volume of deliveries of the i-th business entity to enterprises and the integrator of the organizational network. The factor of administrative influence of the integrator is characterized by the volume of products (services) provided by business network structures based on various organizational and legal forms. The factor of the state of fixed production assets is expressed in terms of the coefficient characterizing the effectiveness of the production assets of the i-th business entity of the network structure. The factor of staff organization determines the level of scientific and engineering potential of managerial employees of the elements of the network structure. The factor of environmental features characterizes the natural conditions in which network enterprises operate. Territorial and logistical - the costs of transporting the products of enterprises to the sales markets, resource - the amount of material and economic resources of the network enterprises, legislative - the political situation in the country where the enterprises of network organizational structures operate.