Research on Regional Sustainable Development Based on Support Vector Machine

As the regional embodiment of the view of sustainable development, the regional sustainable development reflects pursue to the best development pattern and the higher developmental goal of region development, and is the inevitable choice of regional development. Different with past research, this paper infrastructures the regional Sustainable Development evaluation index system according to the connotation of regional sustainable development. On this basis of these, it adopts evaluation of combination formed of two methods, such as semi-fuzzy kernel cluster and hyper-sphere support vector machine, to study China’s regional sustainable development, and draws some conclusions.