Over the past 20 years, China has made spectacular achievements in economic growth as well as in thetransformation of economic growth pattern. Industrial structure is being updated, and technology is playing a more an...Over the past 20 years, China has made spectacular achievements in economic growth as well as in thetransformation of economic growth pattern. Industrial structure is being updated, and technology is playing a more andmore important role in economic development. The energy and resource consumption in many industries and enterprisesare reducing. However, we should realize that there are still many problems in changing the economic growth pattern,such as high input, high consumption, high discharge, inharmony, recycling difficulty, and low efficiency, which havegreatly impaired and restrict Chinese economic development. Therefore, the fundamental change of the economic growthpattern is inevitable. Based on the analysis on the status quo and the exploit of resources, this paper suggests that thetransformation from unsustainable to sustainable growth is the only choice in changing the economic growth pattern. Inaddition, the transformation should not completely rely on the fundamental effects of market mechanism. We should makefull use of the power of governments to speed up the transformation of economic system.展开更多
The study profiles and explains the significant changes that have taken place in China's spatial development patterns since the inception of its economic reform and opening two decades ago. Principal component an...The study profiles and explains the significant changes that have taken place in China's spatial development patterns since the inception of its economic reform and opening two decades ago. Principal component analysis is used to delineate spatial patterns. The analyses show that prior to the reform China's spatial development pattern was characterized by the dominance of the three municipalities and the Northeast, as well as by both the coast-interior and the north-south disparities. Northern provinces were generally more industrialized and economically powerful than the southern ones. After two decades of reform, regional development has become multi-centered with South China, the Yangtze Delta and the Beijing-Tianjin area being the three most important regions of the country. The coastal provinces as a whole rose to prominence on China's economic map while the Northeast has diminished its clout. The coast-interior gap not only remains but may have widened. The north-south disparity also still exists but there has been a role reversal with the south now in the lead position. Virtually all inland provinces now find themselves at or near the low end of the development spectrum. We argue that the major reason for the recent shifts in Chinese space economy is the spatially differentiated economic growth resulted from the reform and open door policy and from the new, uneven development strategy adopted by the Chinese government. The paper discusses four specific factors that have reshaped China's spatial development patterns.展开更多
Support vector machine(SVM)is a new technology in data mining.It is a new tool to solve machine learning problems with the help of optimization.Support vector machines belong to a new machine learning that extends fro...Support vector machine(SVM)is a new technology in data mining.It is a new tool to solve machine learning problems with the help of optimization.Support vector machines belong to a new machine learning that extends from statistical learning theory.Its structure is relatively simple,with good generalization ability and global optimality.Support vector machine has provided a unified framework for solving finite sample learning problems,and there are many solutions proposed.It can deal with those more complex problems and introduce the characteristics of the support vector machine model.Aiming at the application of the model in economic forecasting,a method to improve the prediction accuracy of the model is proposed.The theoretical analysis and practical application verification are performed,which shows that this method can obtain more accurate prediction results.展开更多
In this paper,the authors have made the following findings after the fitting of China's economic growth rate series using an improved STR model:since 1949,great changes have taken place in China's economic gro...In this paper,the authors have made the following findings after the fitting of China's economic growth rate series using an improved STR model:since 1949,great changes have taken place in China's economic growth pattern but factor input remains to be the major source of China's economic growth,as reflected by the extensive pattern of economic growth;with the exception of capital,the marginal output of all other production factors has been on the increase,which suggests that the efficiency of China's factor allocation has been continuously improved;the marginal output of capital has been on the decline,which explains that the dependency on investment for economic growth has led to excessive investment;reform and opening up and reform of marketization have substantially increased the sustainability of China's economic growth.In addition,the authors have investigated the internal momentum of China's growth transformation and developed relevant policy recommendations.展开更多
This paper explores the development of the human resource management theory from the perspective of social productive forces,deeply analyzing the development of the current social productive forces and the characteris...This paper explores the development of the human resource management theory from the perspective of social productive forces,deeply analyzing the development of the current social productive forces and the characteristics of the socio-economic development.It can be concluded that the development of the human resource management theory is closely related to the socio-economic development pattern.The twenty first century is a knowledge-driven era,and"eco-friendly"and"low-carbon"are the basic characteristics of the socio-economic development of the era of the knowledge-driven economy,which has great influence on the subject,aim and content of human resource management.Green human resource management conforms to the trend of the transformation of the socio-economic development.Based on the management of"human",it creates an eco-friendly,low-carbon and sustainable environment for enterprises,which promotes the transformation from extensive growth to intensive growth of the macro management of enterprises.展开更多
文摘Over the past 20 years, China has made spectacular achievements in economic growth as well as in thetransformation of economic growth pattern. Industrial structure is being updated, and technology is playing a more andmore important role in economic development. The energy and resource consumption in many industries and enterprisesare reducing. However, we should realize that there are still many problems in changing the economic growth pattern,such as high input, high consumption, high discharge, inharmony, recycling difficulty, and low efficiency, which havegreatly impaired and restrict Chinese economic development. Therefore, the fundamental change of the economic growthpattern is inevitable. Based on the analysis on the status quo and the exploit of resources, this paper suggests that thetransformation from unsustainable to sustainable growth is the only choice in changing the economic growth pattern. Inaddition, the transformation should not completely rely on the fundamental effects of market mechanism. We should makefull use of the power of governments to speed up the transformation of economic system.
文摘The study profiles and explains the significant changes that have taken place in China's spatial development patterns since the inception of its economic reform and opening two decades ago. Principal component analysis is used to delineate spatial patterns. The analyses show that prior to the reform China's spatial development pattern was characterized by the dominance of the three municipalities and the Northeast, as well as by both the coast-interior and the north-south disparities. Northern provinces were generally more industrialized and economically powerful than the southern ones. After two decades of reform, regional development has become multi-centered with South China, the Yangtze Delta and the Beijing-Tianjin area being the three most important regions of the country. The coastal provinces as a whole rose to prominence on China's economic map while the Northeast has diminished its clout. The coast-interior gap not only remains but may have widened. The north-south disparity also still exists but there has been a role reversal with the south now in the lead position. Virtually all inland provinces now find themselves at or near the low end of the development spectrum. We argue that the major reason for the recent shifts in Chinese space economy is the spatially differentiated economic growth resulted from the reform and open door policy and from the new, uneven development strategy adopted by the Chinese government. The paper discusses four specific factors that have reshaped China's spatial development patterns.
基金supported by the Scientific Research program of Xinxiang University(Grant No.XXUTD20170108).
文摘Support vector machine(SVM)is a new technology in data mining.It is a new tool to solve machine learning problems with the help of optimization.Support vector machines belong to a new machine learning that extends from statistical learning theory.Its structure is relatively simple,with good generalization ability and global optimality.Support vector machine has provided a unified framework for solving finite sample learning problems,and there are many solutions proposed.It can deal with those more complex problems and introduce the characteristics of the support vector machine model.Aiming at the application of the model in economic forecasting,a method to improve the prediction accuracy of the model is proposed.The theoretical analysis and practical application verification are performed,which shows that this method can obtain more accurate prediction results.
基金supported by the Evaluation of China's Structural Dividend and Research on Relevant Policiesa Special Program of Cultural and Social Sciences Key Research Center of the Department of Education,Liaoning Province(GrantNo.Z J2013046)
文摘In this paper,the authors have made the following findings after the fitting of China's economic growth rate series using an improved STR model:since 1949,great changes have taken place in China's economic growth pattern but factor input remains to be the major source of China's economic growth,as reflected by the extensive pattern of economic growth;with the exception of capital,the marginal output of all other production factors has been on the increase,which suggests that the efficiency of China's factor allocation has been continuously improved;the marginal output of capital has been on the decline,which explains that the dependency on investment for economic growth has led to excessive investment;reform and opening up and reform of marketization have substantially increased the sustainability of China's economic growth.In addition,the authors have investigated the internal momentum of China's growth transformation and developed relevant policy recommendations.
基金the Eleventh Five-Year Plan Project of philosophical and social sciences of Sichuan Province
文摘This paper explores the development of the human resource management theory from the perspective of social productive forces,deeply analyzing the development of the current social productive forces and the characteristics of the socio-economic development.It can be concluded that the development of the human resource management theory is closely related to the socio-economic development pattern.The twenty first century is a knowledge-driven era,and"eco-friendly"and"low-carbon"are the basic characteristics of the socio-economic development of the era of the knowledge-driven economy,which has great influence on the subject,aim and content of human resource management.Green human resource management conforms to the trend of the transformation of the socio-economic development.Based on the management of"human",it creates an eco-friendly,low-carbon and sustainable environment for enterprises,which promotes the transformation from extensive growth to intensive growth of the macro management of enterprises.
