The Genetic Algorithm Model And Simulation Research Of The Non-ferrous Metal New Material Industry Technological Innovation Capability System

Since the financial crisis,countries around the world have started a new round of industrial adjustment.New non-ferrous metal materials have been listed as one of the key development industries.This is closely related to the characteristics of new non-ferrous metal materials.As an important basic material for the industrialization of the country,the development of non-ferrous metal new materials is related to national security,economic growth,and social progress.It is an internal demand and an important driving force for modernizing the defense industry and cultivating competitive advantages among nations.During the "12th Five-Year Plan" period,the production of non-ferrous metals industry grew steadily,and technological innovations achieved remarkable results.In the process of the development of new non-ferrous metal materials industry,there are still many problems,such as insufficient technological innovation capabilities,outstanding structural contradictions,and pressures on environmental and resource protection,which seriously restrict the rapid and sustainable development of the industry.Therefore,it is of great theoretical value and practical significance to deeply carry out systematic research on technological innovation capability of non-ferrous metal new materials industry and promote the effective supply of technology.Based on the in-depth study of domestic and foreign research trends,the paper defines the concept of new non-ferrous metal materials,technological innovation,and industrial technology innovation capabilities,and integrates multiple ways,such as yearbook researches and literature reading,to explore problems exited in the process of the new technological innovations of non-ferrous metal materials.In order to comprehensively and thoroughly study the technological innovation capability system of the non-ferrous new materials industry,firstly,a conceptual model of the technological innovation capability system for the non-ferrous new materials industry is constructed,and the composition and characteristics of the system are analyzed;next,the operation mechanism and evolution process of the system are analyzed.Through consulting relevant data,corporate research,etc.,from the perspective of building blocks,relevant factors in the system that affect the ability of industrial technology innovation are looked for;finally,choosing the improved genetic algorithm NSGA-II(non-dominated sorting genetic algorithm)to establish a multi-objective function to determine the objectivefunction.Related parameters and genetic operators,and use MATLAB software to solve the multi-objective function,and analyze the evolution process of the system in the process of solution.The study finds that,apart from the innovation input and the total industrial output value,other resources have significantly increased and decreased in the evolution process of the industrial technology innovation capability system.The five subsystems such as the core enterprise have played a role in promoting the evolution of the entire system to varying degrees.To improve industrial technological innovation capability,enterprises need to adjust fixed-asset investment in a timely manner.Cooperative enterprises need to strengthen contact with other subsystems and provide information resources.Financial institutions and governments need to provide more innovation funds and stronger innovation policies.