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Application of Supercomputer Technologies for Simulation of Socio-Economic Systems

机译:超级计算机技术在社会经济系统仿真中的应用

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摘要

To date, an extensive experience has been accumulated in investigation of problems related to quality, assessment of management systems, modeling of economic system sustainability. The studies performed have created a basis for formation of a new research area — Economics of Quality. Its tools allow to use opportunities of model simulation for construction of the mathematical models adequately reflecting the role of quality in natural, technical, social regularities of functioning of the complex socioeconomic systems. Extensive application and development of models, and also system modeling with use of supercomputer technologies, on our deep belief, will bring the conducted researches of social and economic systems to essentially new level. Moreover, the current scientific research makes a significant contribution to model simulation of multi-agent social systems and that isn’t less important, it belongs to the priority areas in development of science and technology in our country. This article is devoted to the questions of supercomputer technologies application in public sciences, first of all, — regarding technical realization of the large-scale agent-focused models (AFM). The essence of this tool is that owing to increase in power of computers it became possible to describe the behavior of many separate fragments of a difficult system, as social and economic systems represent. The article also deals with the experience of foreign scientists and practicians in launching the AFM on supercomputers, and also the example of AFM developed in CEMI RAS, stages and methods of effective calculating kernel display of multi-agent system on architecture of a modern supercomputer will be analyzed. The experiments on the basis of model simulation on forecasting the population of St. Petersburg according to three scenarios as one of the major factors influencing the development of social and economic system and quality of life of the population are presented in the conclusion.
机译:迄今为止,在与质量有关的问题的调查,管理系统的评估,经济系统可持续性的建模方面已经积累了丰富的经验。进行的研究为形成新的研究领域-质量经济学奠定了基础。它的工具允许利用模型仿真的机会来构建数学模型,以充分反映质量在复杂的社会经济系统运行的自然,技术,社会规律中的作用。我们深信,广泛的模型应用和开发以及使用超级计算机技术的系统建模将把对社会和经济系统的研究带到本质上的新水平。而且,当前的科学研究对多主体社会系统的模型仿真做出了重要贡献,而且同样重要,它属于我国科学技术发展的优先领域。本文首先讨论超级计算机技术在公共科学中的应用问题,首先是关于大型以代理为中心的模型(AFM)的技术实现。该工具的本质在于,由于计算机功能的增强,有可能描述一个困难的系统的许多独立部分的行为,如社会和经济系统所代表的那样。本文还介绍了国外科学家和实践者在超级计算机上启动AFM的经验,并以CEMI RAS中开发的AFM为例,介绍了如何有效地计算现代超级计算机体系结构上的多代理系统内核显示的阶段和方法。被分析。在模型模拟的基础上,根据三种情景预测圣彼得堡人口,这些实验是影响社会经济体系发展和人口生活质量的主要因素之一。

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