Dynamic Fuzzy Machine Learning

2Dynamic fuzzy autonomic learning subspace algorithm

This chapter is divided into four sections. Section 2.1 analyses the research status of Autonomic Learning. In Section 2.2, we present the theoretical system of autonomic learning subspace based on DFL. In Section 2.3, we provide learning algorithm of Autonomic Learning Subspace based on DFL. The summary of this chapter is in Section 2.4.

2.1Research status of autonomic learning

Autonomic Learning (AL), from the aspect of learning theory, is a kind of self-directed learning mechanism composed of a learner’s attitude, ability, and learning strategies. For example, it can refer to the ability of individuals to guide and control their learning, set learning goals, choose different learning methods ...