USE OF APPARATUS OF HYBRID NEURAL NETWORKS FOR EVALUATION OF AN INTELLECTUAL COMPONENT OF THE ENERGY-SAVING POLICY OF THE ENTERPRISE
Journal Title: Baltic Journal of Economic Studies - Year 2018, Vol 4, Issue 1
Abstract
Intellectual capital has a significant impact on the energy-saving policy, which is an indicator of levels of competitiveness and efficiency of the enterprise. Making decisions on improving the efficiency of energy-saving policies of the enterprise through intellectual capital can be carried out by assessing qualitative, quantitative, and binary parameters of the state of the investigated object. Researchers on energy saving issues are scientists such as A.M. Asaul, O.I. Amosha, V.M. Heiets, Yu.V. Dziadykevych, V.V. Stadnyk, V. Parkhovnyk, R. Toud. Issues related to the definition of the essence of innovation were investigated by O.F. Androsova, T.P. Bubenko, M.P. Voinarenko, V.M. Heiets, G. Mensch, M. Kaletski, S.V. Phillippova, J. Schumpeter, A.V. Cherep. Issues of intellectual capital management were considered in the works of L. Antoniuk, S.V. Zakharinko, A. Kendiukhov, G.R. Natroshvili, V. Tsipuryndа, L. Fedulova. The issue of evaluating the intellectual component of the energy-saving policy, in particular, with the help of the apparatus of hybrid neural networks, remains poorly developed. The purpose of the paper is the determination of factors of intellectual capital that influence the energy-saving policy, the formation of a mathematical model based on the theory of hybrid neural networks to determine the indicator of the intellectual component of the energysaving policy of the enterprise. Methodology. Using the theory of hybrid neural networks, a mathematical model has been formed and the simulation has been carried out to determine the indicator of the intellectual component of the energy-saving policy of the enterprise. Results. The factors influencing the value of this indicator have been determined as linguistic variables. A mathematical model has been formed and the simulation has been carried out to determine the indicator of the intellectual component of the energy-saving policy of the enterprise. Practical implications. If it is necessary, the use of different components of intellectual capital, the proposed mathematical model will allow ranking their degree of attractiveness for energy conservation policies. The expert information can be provided both by an expert and a group of experts and serves as input information for modelling in the proposed mathematical model. Further information and practical experience of implementation of energy saving measures can be used for training mathematical model. Value/originality. The use of the proposed mathematical model allows you to determine the indicator of the intellectual component of the energy-saving policy of the enterprise, which in turn allows you to choose those components of intellectual capital for this enterprise that will make the greatest impact on the energy-saving policy.
Authors and Affiliations
Vyacheslav Dzhedzhula, Iryna Yepifanova
Keywords
Related Articles
- EP ID EP553994
- DOI 10.30525/2256-0742/2018-4-1-126-130
- Views 89
- Downloads 0
INSTITUTIONAL MODERNIZATION OF THE GLOBAL ECONOMY
The aim of the research is the improvement of the concept of the institutional structure of the economy in the conditions of corporatization on the basis of researching the international experience of development of stab...
FINANCIAL ENGINEERING AS A TOOL FOR THE DEVELOPMENT OF CORPORATE BOND MARKET IN EASTERN EUROPE ON THE EXAMPLE OF UKRAINE
In the context of the gap between the financial and real sectors of the Ukrainian economy, there is a problem of the absence of financial instruments able to solve the issue of financing the development of the national e...
STRATEGIC IMPERATIVES ENSURING POPULATION WELFARE UNDER TRANSFORMATION EXCLUSION CONDITIONS
The purpose of the research is to substantiate strategic imperatives that should be taken into account in developing algorithms for improving the welfare of the population in the conditions of socio-economic transformati...
NON-STANDARD CHALLENGES AND POTENTIAL RISKS FOR THE BUSINESS IN DONBAS
The purpose of the paper – the conflict, which began in 2014, in the political sphere of the state of Ukraine and which led to the violation of the country’s sovereignty, the occupation of the part of Donetsk and Luhansk...
MODELS FOR INNOVATION DEVELOPMENT OF RURAL TERRITORIES BASED ON INFRASTRUCTURE DEVELOPMENT
The research subject is an aggregate of theoretic and methodical grounds for choice and organization of rural development innovation models based on infrastructure development, taking into consideration the world experie...