Effective algorithm for solving complex problems of production control and of material flows control of industrial enterprise

被引:0
|
作者
Mezentsev, Yu A. [1 ]
Baranova, N. V. [1 ]
机构
[1] Novosibirsk State Tech Univ, 20 Karla Marksa Ave, Novosibirsk 630073, Russia
关键词
D O I
10.1088/1742-6596/1015/4/042037
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A universal economical and mathematical model designed for determination of optimal strategies for managing subsystems (components of subsystems) of production and logistics of enterprises is considered. Declared universality allows taking into account on the system level both production components, including limitations on the ways of converting raw materials and components into sold goods, as well as resource and logical restrictions on input and output material flows. The presented model and generated control problems are developed within the framework of the unified approach that allows one to implement logical conditions of any complexity and to define corresponding formal optimization tasks. Conceptual meaning of used criteria and limitations are explained. The belonging of the generated tasks of the mixed programming with the class of NP is shown. An approximate polynomial algorithm for solving the posed optimization tasks for mixed programming of real dimension with high computational complexity is proposed. Results of testing the algorithm on the tasks in a wide range of dimensions are presented.
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页数:7
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