The article discusses the uneven development of towns and cities in Jilin Province and the need to evaluate agricultural industrialization using fuzzy nerve net methods. Three different types of regions were identified in the province, each requiring a different approach to industrialization. The development and layout of industrialization in Jilin Province should be based on the strategy of prioritizing important areas, choosing the right approach, and determining the necessary level of development based on the specific conditions of each region.