Neuronet Modelling of the Processes of Budgeting and Use of Labour Resources at Coal Mining Enterprises

• Main Authors: Hlіnska Olha M., Parkhomenko Sergіy O., Khmelyova Anhelina V.
• Format: Article
• Language: English
• Published: Research Centre of Industrial Problems of Development of NAS of Ukraine 2014-01-01
• Series: Bìznes Inform
• Subjects: budgeting; labour resources; neuronet; model; optimisation
• Online Access: http://www.business-inform.net/pdf/2014/1_0/73_77.pdf

The article considers issues of efficient budgeting and use of labour resources at coal mining enterprises. It proves expediency of use of modern neuronet, namely, multilayer perceptron, for solution of tasks of modelling the process of budgeting and use of labour resources at coal mining enterprises. It shows that Statistika is the best software package for creation of neuronets of the multilayer perceptron architecture. On the basis of analysis and comparative characteristic the article selects the topology and builds a neuronet model of budgeting and use of labour resources at coal mining enterprises.