Intelligent System of Modern Production Control Based on the Methodology of Optimal Aggregation

Borovska, Taisa; Hryshyn, Dmytro; Kolesnyk, Iryna; Severilov, Victor; Shestakevych, Tetiana

doi:10.1007/978-3-030-63270-0_68

Cited by 1 publication

(4 citation statements)

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“…The given examples of the solution of variational development problems, taking into account the use of external resources [9,22,27] is a small part of the research and development in the field of optimal development of the systems. The possibilities of obtaining new scientific and practical results are not exhausted within the framework of the developed models of optimal development and new information technologies of designing new models for new tasks.…”

Section: Credit Policy Analysis Examplesmentioning

confidence: 99%

“…In this paper, we consider the tasks at the resource level, and the prices are included as parameters. Models of the markets where prices are formed are described in work of Borovska [9,11]. On the left graph of Fig.…”

Section: Statement and Solution Of The Problem Of Optimal Aggregation...mentioning

confidence: 99%

“…The general feature of these tasks is an object nothigher than of the third order, significant restrictions on the type of functions [4,5,32]. To manage largescale systemsenergy systems, economic segments, market systems, "open control" ("fair play"), "artificial social systems" is used [9,19]. In these methods, the global problem of a large production system is solved by each "participant" taking into account their own goals.…”

Section: Introductionmentioning

confidence: 99%

“…With the introduction of non-smooth and nonconvex "production functions" into the model, it was not possible to ensure the convergence of algorithms for finding the optimal state of equilibrium. This was the primary reason for developing a searchless method of optimal aggregation [6,9]. A large number of studies have been conducted on the attraction and use of external resources.…”

Section: Introductionmentioning

confidence: 99%

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Elaboration and Research of a Model of Optimal Production and Development of Industrial Systems Taking Into Account the Use of the External Resources

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IAPGOS

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The problem of optimization of investment projects related to the development of modern production systems is considered. The tasks of managing of operation and development of production systems considering external resources – the synthesis and analysis of optimal credit strategies – are posed and solved. An analysis of analogs – solutions of the variational problem of optimal development, the disadvantage of which is the difficulty of obtaining information about the state of production and the external environment, was carried out. The new solution is based on the resource approach, when external resources are taken into account in the cost of production resources. A generalized model of optimal development is used, in which the planned period of the investment project is divided into intervals. At the beginning of each interval, the optimal development strategy is adjusted taking into account the clarification of information about the future state of the active environment: actions of competitors, consumers, world markets. To determine the optimal amount and optimal distribution of credits between subsystems, the maxima of the criterion – the parameterized function of the system's efficiency – are determined at each interval. A new model has been developed based on the model of optimal development, which takes into account the use of external resources, such as loans. The method of including an external resource in the development function and the production function is considered. Examples of modeling are given.

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Section: Credit Policy Analysis Examplesmentioning

confidence: 99%

Section: Statement and Solution Of The Problem Of Optimal Aggregation...mentioning

confidence: 99%