管理评论 ›› 2020, Vol. 32 ›› Issue (6): 29-44.

• 经济与金融管理 • 上一篇    下一篇

新时代中国开放经济系统的SD多目标动态预测模型及其仿真研究

毛征兵, 范如国, 陈略   

  1. 武汉大学经济与管理学院, 武汉 430072
  • 收稿日期:2017-10-23 发布日期:2020-07-10
  • 通讯作者: 毛征兵(通讯作者),武汉大学经济与管理学院博士研究生
  • 作者简介:范如国,武汉大学经济与管理学院教授,博士生导师,博士后;陈略,武汉大学经济与管理学院博士研究生。
  • 基金资助:
    国家社会科学基金重大项目(14ZDA062);国家自然科学基金面上项目(71271159)。

A Dynamic SD Forecasting Model Study and Simulation for Chinese Open Economy System in the New Era

Mao Zhengbing, Fan Ruguo, Chen Lue   

  1. School of Economics and Management, Wuhan University, Wuhan 430072
  • Received:2017-10-23 Published:2020-07-10

摘要: 鉴于中国开放经济已成庞大体系并日益复杂,本文基于系统动力学的结构-行为准则,整合国际贸易、国际投资和国际金融之间及其与国内第一、二、三产业之间的复杂因果反馈关系,建立起统一分析框架,并与多元线性回归、多目标规划和Powell修正算法相耦合,完成了对2001—2017年中国宏观经济主要变量实证数据的较好模拟;在此基础上,建立新时代中国开放经济系统的SD多目标动态预测模型,并进行了大量的仿真试验。研究表明,在当前形势下,在未来5年采取适度(微)紧缩性货币政策和扩张性财政政策组合有可能同时实现经济增长、产业结构调整和国际收支平衡三大政策目标,并基本能协调地兼顾到进口、出口、IFDI、OFDI、M2、汇率、个人与社会投资、消费等其他宏观变量的要求。而对中美贸易战最不利情形的仿真研究表明,即使美国对全部中国进口商品征收关税,只要中国积极应对,着力采取提升个人与社会投资水平、提升收入以增进消费对经济的拉动力、实施“一带一路”及其他利于提升中国产业竞争力的国际投资,并在适当的时机配合采取适当的人民币升值操作以减缓资本外流等应对措施,中国仍能确保经济增长、国际收支和其他宏观经济指标都保持在均衡向好的路径上。

关键词: 开放经济系统, 多目标预测, 系统动力学, Powell修正算法, Monte Carlo敏感性分析

Abstract: In view of the fact that Chinese Open Economy has become a huge system and an increasingly complex body, according to the SD modeling code of behavior originated from structure, this paper integrates complex causal feedback relationship among international trade, investment and finance, as well as with the domestic first industry, second industry and third industry, sets up a unified analyzing framework. Combining with multiple linear regressions, multi-objective programming and Powell revised algorithm, the paper finally accomplishes the SD fitting simulation with Chinese empirical macroeconomic major variables from 2001 to 2017. On this basis, the SD multi-objective dynamic prediction model of Chinese open economy system in the new era is established, and a large number of simulating experiments are carried out. The simulating experiments show that under the current situation, adopting a combination of moderately tight monetary policy and expansionary fiscal policy in the next five years, it is likely to achieve the three major policy objectives of economic growing, industrial restructuring and international payment balancing, as well as import, export, IFDI, OFDI, M2, exchange rates, personal and social investment, consumption and other macroeconomic variables can basically be taken into account. Test on the most unfavorable situation of the Sino-US trade war is carried out too. The test result shows that even all of goods which USA imports from China are subject to tariffs, as long as China actively responds by improving the level of personal and social investment, increasing income to increase consumption, implementing the "Belt and Road" strategy and other international investments that are conducive to enhancing the competitiveness of Chinese industries, with appropriate and timing measures such as the appreciation of RMB, China can still ensure that economic growth, international balance of payments and other macroeconomic indicators remain in a balanced ad good path.

Key words: open economy system, multi-target forecasting model, system dynamics, Powell revised algorithm, Monte Carlo sensitivity analysis