Study Of High-new Technology Innovation Project Performance Evaluation

With the ever-increasing fast speed of technology renovation, intensive market competition and individualized consumption tendency greatly shorten the product lifetime, therefore, competition among enterprises gradually rest with competition in enterprise value and its core competences. Consequently, technology innovation management renders to be the focus of corporation technological management. Technology innovation capital investment in high-new technology enterprise accounts for a majority of proportion in its total operating cost, therefore, successive, efficient and prompt technology innovation core competences has grown out to be lifeline of a company. A problem arises accordingly, that is, how to maintain highly efficient technology innovation activities in high-new technology enterprise. In view of the specificity of technology innovation activities as well asits lifetime function, technology innovation performance has gained prominence within academic circle athome and abroad and business circle as well. How to measure, ensure and improve technology innovation performance now has become the theoretical front arid hot issue attracting internationalattention in this domain. The main studies are as follows.The paper studies the theory about high-new technology innovation referencing for domestic and abroad relevance research result from the global view. First the paper defines high-new technology's concept, studiess character of high-new technology innovation project, provides the generalized definitions of high-new technology innovation project performance's meanings and characters. Then the principles, flows, effects and methods of high-new technology innovation project performance are given.The paper puts a qualitative analysis on the factors of high-new technology innovation project, and constructs high-new technology innovation project performance evaluation index system. On the basis of qualitative analysis on the factors of high-new technology innovation project performance, combining the definitions of high-new technology innovation project performance, high-new technology innovation project performance evaluation index is given, and high-new technology innovation project performance evaluation index system is constructed using fuzzy clustering.The paper puts forward a gray chaotic neural network model about high-new technology innovation project performance evaluation using gray theory, chaotic maths and artifical neural network. After analysising the traditional evaluation methods, the feasibility ananlysising for artifical neural network to high-new technology innovation project performance evaluation is executed. And by introducing gray theory and chaotic maths to artifical neural network, the limitions of artifical neural network's data demand, low speed and local minimum are amended. Finally, experience application is processed using the stylebook data.The paper makes a quantitative analysis on how much the factor will influence high-new technology innovation project performance. First, on the basis of qualitative analysis, the concept model is constructed and the hypothesiss are proposed. The hypothesiss are tested through the factor analysis, correlation analysis, curve guessitimation and regression using the stylebook data and the gray chaotic neural network model's result.The paper studies the feedback of the high-new technology innovation project performance evaluation. According as the cybernetics and the nformation theory, the warps for the high-new technology innovation project performance evaluation results are analysed, the results are fed back to the corresponding units and suggestions are put forward.