Synergy of Investment Projects: A Cognitive Approach

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Abstract

An important part of the analysis of economic growth of regions is the study of the investment distribution within industries and Russian Federation regions. Carefully considered construction of extra value sequences can create positive impulses because of the synergetic effects of investment projects. The purpose of the study is to analyze the synergetic effects of regional investment projects and impulse modeling their effects on Russian economic system. Finding such effects requires complex mathematical models implementation, and usually it cannot describe all existing investment relationships. Cognitive modeling methods can become the solution of stated problem. Cognitive modeling is a combination of mathematical approaches and expert assessments. The following study includes multidimensional factor statistical analysis, which was applied to construct a cognitive map for impulse modeling. Based on investment projects in Russia, there were identified 4 main generalized economic factors. These factors were sets of closely interrelated industries. Complied factors were energy and chemical industry, mining and processing of minerals and mechanical engineering, quality of life, metalworking and woodworking. four main scenarios of investment impulses in the constructed factors were also evaluated. The growth of investment flows in the “quality of life” factor was chosen as the optimality criterion. It was revealed that the development of metal- and wood-processing provides the biggest positive effect. The conducted research shows the importance of investment synergy studying and describes a methodological approach to perform calculations.
投资项目协同效应:一种认知方法
区域经济增长分析的一个重要组成部分是对工业和俄罗斯联邦地区内部投资分布的研究。由于投资项目的协同效应,精心考虑额外价值序列的构建可以产生积极的冲动。本研究的目的是分析区域投资项目的协同效应,并对其对俄罗斯经济系统的影响进行冲量建模。发现这样的效应需要复杂的数学模型的实现,通常它不能描述所有现有的投资关系。认知建模方法可以成为陈述问题的解决方案。认知建模是数学方法和专家评估的结合。接下来的研究包括多维因素统计分析,并将其应用于构建冲动建模的认知地图。根据在俄投资项目,确定了4个主要的广义经济因素。这些因素是一系列密切相关的行业。这些因素包括能源和化学工业、采矿和矿物加工、机械工程、生活质量、金属加工和木工。并对构建因子中投资冲动的四种主要情景进行了评价。选择“生活质量”因素中投资流量的增长作为最优准则。据透露,金属和木材加工的发展提供了最大的积极影响。所进行的研究表明了投资协同研究的重要性,并描述了一种执行计算的方法方法。
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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