A Novel Model for the Livelihood Influence Factors Based on SOM Algorithm

摘要

With China’s rapid economic development and urbanization, the evaluation of livelihood indicators and the comprehensive modeling for the livelihood factors of people in the macro field have become the research hot research areas recently. This paper constructs the livelihood factors based on som algorithm and then conducts objective and fair selection and application by the self-organizing competition between influence factors. Besides, it also conducts comprehensive analysis of mass statistics to carry out comprehensive evaluation for livelihood indicators by constructing intelligent livelihoods model. The comparison of the results and error analysis show that the proposed model has good fault tolerance, high precision and robust features, which is of great significance for policy development in the field of people's livelihood.