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STUDY ON MACROECONOMIC MODELING FOR FORECASTING AND DEVELOPMENT PLANNING

机译:预测与发展规划的宏观经济学模型研究

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摘要

This paper focuses on macroeconomic modeling and meta-synthesis for medium- and long-term macroeconomic forecasting and planning. Through the meta-synthesis system methodology, a macroeconomic intelligent forecasting models system (MEIFS), in which the core is input-output analysis (IOA), artificial neural networks (ANN), and optimization techniques, is established. The forecasting methods compose of input-output models, artificial neural networks models and systems optimization methods. While understanding forecasting methodologies and their use is interesting for academic purpose, the real test comes in their applicability in practice and their impact on planning and decision-making. The proposed forecasting system has been applied to forecast main economic indicators of certain region in "the Tenth Five-Year" period, and the forecasted results are adopted by the regional government plan agency to formulate "the Tenth Five-Year" planning.
机译:本文着重于中长期宏观经济预测和计划的宏观经济建模和元综合。通过元综合系统方法,建立了以输入输出分析(IOA),人工神经网络(ANN)和优化技术为核心的宏观经济智能预测模型系统(MEIFS)。预测方法包括投入产出模型,人工神经网络模型和系统优化方法。虽然出于学术目的理解预测方法及其用法很有趣,但真正的考验在于它们在实践中的适用性及其对计划和决策的影响。所提出的预测系统已应用于“十一五”期间某地区主要经济指标的预测,区域政府计划机构采用了预测结果,制定了“十一五”规划。

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