By Haibo He
This ebook will strengthen the knowledge and alertness of self-adaptive clever platforms; for that reason it is going to in all probability profit the long term aim of replicating definite degrees of brain-like intelligence in complicated and networked engineering structures. it is going to offer new methods for adaptive platforms inside doubtful environments. This will provide a chance to judge the strengths and weaknesses of the present cutting-edge of information, provide upward thrust to new study instructions, and teach destiny execs during this area.
Self-adaptive clever platforms have huge purposes from army protection structures to civilian everyday life. during this publication, assorted software difficulties, together with trend acceptance, type, photo restoration, and series studying, may be provided to teach the aptitude of the proposed structures in studying, reminiscence, and prediction. for this reason, this booklet also will supply capability new recommendations to many real-world applications.
Chapter 1 advent (pages 1–12):
Chapter 2 Incremental studying (pages 13–43):
Chapter three Imbalanced studying (pages 44–107):
Chapter four Ensemble studying (pages 108–139):
Chapter five Adaptive Dynamic Programming for laptop Intelligence (pages 140–164):
Chapter 6 Associative studying (pages 165–189):
Chapter 7 series studying (pages 190–216):
Chapter eight layout for computer Intelligence (pages 217–221):