Abstract: In order to improve adaptability of HTVIC’s knowledge innovation, the coded formula and the Sharing Function of Niche from Genetic Algorithm are introduced to modify NK model, and then NK model of HTVIC’s knowledge innovation is constructed considering relationship strength and way of innovation, after that the simulation is conducted and two groups of better patterns are identified, and lastly the strategies to improve adaptability are supplied from the perspective of organizational learning. What has done will provide decision basis to advance the development of HTVIC.