This paper comprehensively reviews the history of intelligent control from emergence to development.Based on profound introspection and summary of relationships of Artificial Intelligence

Automatic Control

Cybernetics and Intelligent Control

some new viewpoints on intelligent control are proposed by ideas of System Science

Information Science and Cybernetics.Also some important problems from epistemology to methodology are described.