Enterprise Technology Innovation Ability Research Articles

Research on integration of enterprise technology innovation capability based on ant colony algorithm

In the modern social economic construction and development, the enterprise's technological innovation ability directly determines the enterprise's future development level, so the current enterprise management attaches great importance to the integration of enterprise's technological innovation ability. The purpose of integration is to bring the decentralized capabilities acquired after expansion into full play, which can not only get rid of the restrictions of traditional enterprise management concepts, but also correctly deal with the problems faced by time development. This paper uses the combination of quantitative and qualitative methods, focusing on the integration of enterprise technology innovation ability, according to the basic principle of ant colony algorithm, screening the development or expansion of the technical ability, after the formation of the ability integration platform, the ability integration group, in order to optimize the comprehensive level of enterprise technology innovation.

Construction and Path Analysis of Enterprise Green Technology Innovation Model Using Data Mining

With the rapid increase of resource consumption and ecological protection demand, the economic growth model of China has also changed to focus on efficiency and quality. In the future, the circular economic model will be the main direction of sustainable development. According to the analysis of international development trends, green consumption has become the development trend of the times. Some developing countries also put forward the concept of green trade in the process of trade. It results in a severe living environment and challenges for some Chinese enterprises. For this challenge, China should grasp the economic development trend and change the business model by adopting the green technology innovation model. It will reduce consumption and pollution, improve efficiency, and, also, build the enterprise green technology innovation model to greatly improve the production efficiency and resource utilization of the enterprises. This paper uses data mining technology to establish a mathematical model of cluster analysis. It describes the process of enterprise technological innovation in detail and analyzes the power source of enterprise technological innovation and several commonly used models. Through this model, the enterprise technological innovation ability can be comprehensively improved. It focuses on the analysis of the enterprise green technology innovation path based on data mining. It analyzes the enterprise green technology innovation path from the points of reducing transaction costs and improving the allocation efficiency of innovation elements. According to this path, the enterprise transaction costs can be reduced to a certain extent and the allocation efficiency of enterprise elements can also be realized.

Analysis of the Comprehensive Evaluation Model of Enterprise Technological Innovation Ability Based on Improved Genetic Algorithm

In an environment where technology is developing rapidly, product life cycles are constantly shortening, competition is increasing, and innovation resources are easily acquired by other competitors, it is particularly important for companies to successfully implement technological innovation. It is of great significance for companies to find the weak links of their technological innovation and prioritize improvement and enhancement of their technological innovation capabilities. As the main body of the agricultural machinery industry, private agricultural machinery enterprises are playing an increasingly important role. A correct understanding of the technological innovation activities of private agricultural machinery enterprises and the establishment of a reasonable evaluation index system for technological innovation capabilities are of great significance to the technological innovation management of private agricultural machinery enterprises. In accordance with the theory of technological innovation and the characteristics of private agricultural machinery enterprises, a technical innovation evaluation index system for private agricultural machinery enterprises has been established. The indicator system starts from the concept of private agricultural machinery enterprises, analyzes the status quo and development trend of the agricultural machinery industry, and takes private agricultural machinery enterprises in Heilongjiang Province as the research object. It summarizes the status quo and characteristics of technological innovation of private agricultural machinery enterprises and then establishes the private agricultural machinery enterprises. The system starts from the aspects of innovation resource input, innovation output, technology density, innovation effect, market realization, and innovation tendency, and selects 16 specific evaluation indicators. According to the established capability, projection pursuit is adopted. The method combined with the genetic algorithm and the genetic algorithm in MATLAB and the direct search toolbox were employed to comprehensively charge the capabilities of the five sample enterprises, and the evaluation results were objective and credible.

Based on Factor Analysis of Enterprise Technological Innovation Ability Evaluation Research in Guangxi

Based on the existing evaluation index system, the evaluation index system of enterprise technical innovation ability is constructed. In this paper, we select the method of factor analysis and cluster analysis, and construct a model to evaluate the technological innovation capability of enterprises. Based on this model, the empirical study on the present situation and characteristics of enterprise technology innovation ability in Guangxi, and through the horizontal comparison with 30 different areas of the country's gap as an example, verify the validity of the model, so as to improve the ability of technological innovation of an enterprise in Guangxi scientific policy recommendations are put forward.

An interval type-2 fuzzy ANP approach to evaluate enterprise technological innovation ability

Purpose The purpose of this paper is to overcome the drawbacks of analytic hierarchy process in solving complex decision-making problems, especially for the evaluation of enterprise technology innovation ability (ETIA). Because interval type-2 fuzzy sets (IT2 FSs) can handle uncertainty linguistic variables in a more flexible and precise way than type-1 fuzzy sets with their second fuzzy membership functions, a fuzzy ANP method with IT2 FSs is proposed to evaluate the ETIA. Design/methodology/approach The criteria of evaluation on ETIA are identified and an evaluation model for ETIA is constructed on the basis of the application analysis of ETIA and theoretical design of ANP. In addition, two different ranking methods of IT2 FSs are applied in processing the relationships between influence factors of ETIA. Findings By using the proposed interval type-2 fuzzy ANP (IT2 FANP) method, the efficiencies of the whole evaluation of ETIA can be measured and the important factors in the ETIA can also be determined. Compared with the type-1 FANP through the ranking results, the proposed IT2 FANP is more reasonable and robust for the evaluation of ETIA. Practical implications The proposed IT2 FANP method is applied on the evaluation of ETIA. With respect to the application, the proposed method can be used to evaluate many more complex problems that contain feedback and circular relationships. Originality/value The proposed IT2 FANP approach can solve the complexities and uncertainties at the same time. Considering the subjective initiative of decision-makers and the feedback between influence factors, the proposed method is more efficient than the existing type-1 approaches in the literature.

Evolution Model of Technology Innovation Cooperation Network of Software Enterprise

This article will complex network theory is introduced to the world's leading technology innovation cooperation network study, continue to deepen the theoretical study, by numerical simulation and empirical research on the method of combining technical innovation cooperation network to the evolution mechanism and its small world, scale-free characteristics were studied. First perfect the network modeling work decline period. Secondly, put forward the strategy of technology innovation diffusion, namely random selection, target selection and associated enterprises selection strategy, and compares the advantages and disadvantages of relationship between different strategies. Finally, combined the status quo of the cooperation technological innovation in our country, respectively from two levels to enterprises and government strengthen enterprise technical cooperation and improve enterprise technology innovation ability, and puts forward some Suggestions and countermeasures of technology innovation cooperation network further study is forecasted.

Research on Evaluation of the Modern Logistics Enterprise Technological Innovation Ability Based on SEM

This paper constructed the technological innovation ability index system of logistics enterprise, propose causation model to evaluate technology innovation ability of modern logistics enterprise, model and solve the causal relationship among the evaluation indexes by structural equation model, The empirical results show that: this model can correctly describe the causal relationship between the indexes, define key indicators of logistics enterprise technology innovation ability accurately, and determine the main influencing factors, provide scientific basis for evaluating and improving the modern logistics enterprise technology innovation ability.

Construction of Industrial Technology Innovation Capability Evaluation Index System

In order to provide theoretical support and observed basis for the implementation of industrial sustainable development, industrial technology upgrade, industrial structure optimization and other strategy initiatives, beginning with the research of enterprise technology innovation ability, access to lots of documents and the government work reports, summing up the current domestic and foreign study situation of industrial technology innovation capability evaluation index system, summarizing qualitative and quantitative evaluation index system at different levels, it is more intuitive, efficient and scientific for this system framework to assess industrial technology innovation capability.