Evaluation on Independent Innovation Ability of High-Tech Industry Based on Rough Set and Projection Pursuit Model

Abstract

It is important to evaluate the independent innovation capacity of high-tech industry scientifically, which could accelerate high-tech industry to become the main body of regional economy. In this paper the evaluation indicators of the independent innovation capacity of high-tech industry are reduced with the distinction matrix algorithm of the attribute reduction based on rough set theory. And then, projection pursuit model method based on genetic algorithms is used to get the synthetic evaluation. High-tech industry of Henan province as a specific example is given according to the evaluation index system with 4 primary indicators and 12 secondary indicators for independent innovation capability. It is proved that the evaluation method is feasible and effective.

Research on the relationship between "two-chain integration", knowledge management and innovation ability of electronic information enterprises

“…Knowledge resource is very important to the development of enterprise innovation ability, and it is also a hot topic of academic research in recent years. Wang Wen, based on the perspective of knowledge spillover, studies the innovation potential of high-tech enterprises in a high-tech zone in Beijing [9] . Cong Zhen believes that an enterprise's innovation ability is closely related to its knowledge storage, market knowledge acquisition and technical knowledge acquisition [10] .…”