By using the principles of statistics,computational intelligence, systems engineering, and management sciences, thisdissertation tries to make a systematic study about the ML theories and methods,concept learning algorithms, and support vectors machine, and their applications inthe evaluation and management of fund projects. The main contents are as follows.
1. The general framework of intelligent systems or knowledge systems isintroduced, and the relation between machine learning and computational intelligenceis analyzed. Then the concept, methods, and applications of machine learning arereviewed, and the idea of using machine learning methods to assist the evaluation andmanagement of fund projects is advanced.