Подход к организации поддержки принятия решений при разработке стратегий инновационного развития регионов с применением адаптивно-имитационной модели

Lilia Chernyakhovskaya, M. M. Nizamutdinov, V. V. Oreshnikov, A. Atnabaeva
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引用次数: 1

Abstract

The issues of formation of the decision support system in the field of regional development management have been considered. The presented review of the existing approaches in this field testifies on the one hand to their diversity, and on the other hand, it allows us to draw a conclusion about the need to solute a number of methodological and practical issues of decision support in terms of innovative development of regions. On this basis, the goal of the research is to develop the concept of a decision support system to substantiate the parameters of the innovative strategy of regional development based on adaptive mechanisms for coordinating the interests of economic agents. The research methodology is based on the synthesis of different approaches in the framework of integration into the structure of adaptive simulation models of problem-oriented knowledge bases, as well as intelligent technologies for processing semistructured information, using to find decisions in the process of formation and adjustment of parameters of management of innovative development of the region. The result of the study is a theoretical justification for the development of problem-oriented DSS, including a description of the interrelated stages, determining the main design features of this toolkit. As a part of the study, a conceptual scheme of implementation of the decision support system in the field of management of regional innovative development has been proposed, the key functional blocks of the proposed tools have been described, the place of existing tools in the structure of the regional development management system has been determined, the possibilities of its use in the formation of forecast-planned assessments of regional development, as well as the evaluation of the effectiveness of alternative management actions, have been shown. In our opinion, the proposed tools will expand the possibilities of applying the management theory and decision support methods, intelligent information technology, economic and mathematical methods, modern computer simulation technologies for strategic planning of socio-economic systems of macro- and meso-level. In practice, the tools can be interesting for public authorities to solve problems in the formulation of innovative regional development strategies for the Russian regions, the formation of medium-term forecasts and the justification of the parameters of social, economic and budgetary policy.
在制定具有适应性模拟模型的区域创新发展战略时,支持决策的方法
对区域发展管理领域决策支持系统的形成问题进行了研究。对这一领域现有办法的审查一方面证明了它们的多样性,另一方面,它使我们能够得出一个结论,即需要解决在区域创新发展方面支持决策的一些方法和实际问题。在此基础上,提出基于经济主体利益协调自适应机制的区域发展创新战略决策支持系统的概念。本文的研究方法是在集成的框架下综合不同的方法,形成面向问题的知识库的自适应仿真模型结构,以及处理半结构化信息的智能技术,用于寻找区域创新发展管理参数形成和调整过程中的决策。研究结果为开发面向问题的决策支持系统提供了理论依据,包括对相关阶段的描述,确定了该工具包的主要设计特征。作为研究的一部分,提出了在区域创新发展管理领域实施决策支持系统的概念方案,描述了所提出工具的关键功能模块,确定了现有工具在区域发展管理系统结构中的位置,确定了其在区域发展预测-规划评估中使用的可能性。以及评价替代管理行动的有效性,已经显示。我们认为,所提出的工具将扩大应用管理理论和决策支持方法、智能信息技术、经济和数学方法、现代计算机模拟技术进行宏观和中观社会经济系统战略规划的可能性。在实践中,这些工具可能是公共当局在为俄罗斯地区制定创新区域发展战略,形成中期预测以及证明社会,经济和预算政策参数的合理性方面解决问题的有趣工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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