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In the field of economy, there are game relationships among China's central government, local government and the enterprises, which come from different interest groups who try to make their own interest maximum. This paper focuses on the government game behavior in the process of protecting the patented products, and attempts to analyze the business conditions and its economic environment by using...
Patent complementarity between enterprises determines the investment strategy of corporate patents. This paper is based on symmetric duopoly model, with respect to the level of complementary patented technologies in the enterprise, we give discussions to consider which patents investment strategy for asymmetric duopoly enterprises should be taken in both cases, in cooperation or non-cooperation, and...
Tracking historical levels as well as estimating future levels of patent applications is an ongoing activity of considerable significance. The patent applications filings (PAF) are complex to conduct due to its nonlinearity of influenced factors. Support vector machines (SVM) have been successfully employed to solve nonlinear regression and time series problems. Grey theory is a truly multidisciplinary...
Computing high-technology manufacturing (HTM) productivity level and growth rate have gained a renewed interest in both growth economists and trade economists. Measuring productivity performance has become an area of concern for companies and policy makers. A novel way about nonlinear regression modeling of high-technology manufacturing (HTM) productivity with the potential support vector machines...
The patent applications filings (PAF) are complex to conduct due to its nonlinearity of influenced factors. In this study, a grey support vector machines with simulated annealing algorithms (GSVMS) is proposed to forecast PAF. In addition, GM (1, N) model of grey system is used to add a grey layer before neural input layer and white layer after SVM layer. Simulated annealing algorithms (SA) are used...
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