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As the fast pace of technology development in modern society, the devices surround us are especially independent on humans to give them instruction on how they should function. This is especially true of control of complex dynamic systems which perform quite intricate tasks automatically, from robots to aircrafts. Now days, artificial intelligence control is prosperous to simplify the control of these complex dynamic systems by allowing the devices to learn their own control functions. Through the use of intelligent systems, the devices and machines are capable of making human-like decisions on their own without having a human designer provide solution for every problem that could be encountered. This book is focus on the study and implementation of the adaptive intelligence control strategies on the complex dynamic systems. Hope to give inspiration to those people who are intrested in this research field.