Structural Form Intelligent Optimization and Its Data Mining Methods

摘要

Firstly, we introduced the structural forM intelligent optimization (SFIO) basic theory and the methodological framework including the alternative scheme intelligent producing and innovative, intelligent evaluation, intelligent optimization selection and decision-making, knowledge automatic access, intelligent means, laying a foundation for farther study the SFIO theories and methods. Secondly, we gave a more comprehensive overview of DM techniques in SFIO, the important research results and the latest research progress such as Aprioribased, Bayes-based, ID3-based, NN-based, GA-based, RS-based and fuzzy RS-based algorithm, and their characteristics. These methods can mine FO knowledge from a different perspective, and possess a better complementary. This paper gives more comprehensive overview of the data mining technology in the SFIO.