Spatio-temporal evolutionary analysis of the township enterprises of Beijing suburbs using computational intelligence assisted design framework
Yi Chen,
Zhijun Song (),
Guangfeng Zhang,
Muhammad Majeed and
Yun Li
Additional contact information
Yi Chen: Dongguan University of Technology
Zhijun Song: Miyun Campus of Capital University of Economics and Business
Guangfeng Zhang: Beijing Institute of Technology (Zhuhai)
Yun Li: Dongguan University of Technology
Palgrave Communications, 2018, vol. 4, issue 1, 1-14
Abstract:
Abstract Township and village enterprises (TVEs) are market-oriented public enterprises under the purview of local governments based on townships and villages in the People’s Republic of China. TVEs have become a vibrant part of the Chinese economy following the significant expansion during the 1980s reform period. In the mid-2000s, TVEs became an integrated part of Chinese industry after the property rights transition. In this study, we examined the dynamic behaviours of TVEs in the near-inner-outer suburbs; we simulated these behaviours using computational intelligence aided design framework, which embedded the micro-genetic algorithm with variable populations (VPμGA). Specifically, we assume that conditions follow development, which includes industry scale, industry profit, employees and district development; we then utilise the VPμGA method to simulate the industrial structure and spatio-temporal evolution of the TVEs across seven industrial sectors and closely analyse the consequences of the transition. Our analysis results are consistent with actual observations, and a macro-level analysis showed that TVEs experienced defined scenarios. For Beijing, these scenarios are as follows: rapid development → chaotic development → steady development. The micro-level analysis showed that TVEs and labour have gradually formed a specific industry, a complex trend that evolved in both space and time. We determined the dynamic behaviours of the structures at micro-scales, meso-scales and macro-scales, clarifying the development of TVEs in the Beijing suburbs.
Date: 2018
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DOI: 10.1057/s41599-018-0081-0
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