Abstract—This paper considers the general and specific problems of multilevel synthesis of models of monitoring objects. These models satisfy the needs of domain experts for model building when solving forecasting and control problems, etc. The general problem can be formulated as a single-objective multi-constrained optimization problem. A set of synthesis efficiency criteria and indicators for assessing synthesized models is proposed. The specific problems of multilevel synthesis are determined in the context of the general problem definition and in terms of the developed set of indicators.

中文翻译：

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监控对象模型多层次综合的一般和具体问题

摘要—本文考虑了监视对象模型的多层次综合的一般和特定问题。这些模型满足领域专家在解决预测和控制等问题时对模型构建的需求。一般问题可以表述为单目标多约束优化问题。提出了一套用于评估综合模型的综合效率标准和指标。多级综合的特定问题是在一般问题定义的范围内并根据已开发的指标集确定的。