Research Of Intelligent Training Platform Based On Improved Artificial Fish Swarm Algorithm And Template-driven

With the rapid development of artificial intelligence and computer technology,the lower intelligence of manual-generating test paper and auto-generating test paper had been difficult to meet the needs of contemporary society.No matter from the time of generating test paper or the quality of generating test paper affected directly or indirectly the learners' learning and progress.In order to promote the efficiency of the test paper and combine with the theory of education measurement,this paper applied the technique of artificial fish algorithm and template driven,which could provide support for intelligent paper test.The main work of this paper was as follows:(1)After referring to a large number of domestic and foreign relevant literature,the development of the training system and related technology were analyzed,some problems of the training system in our country were summarized,and the thesis research direction was determined.(2)The theoretical basis research of training system.The related theory of swarm intelligence algorithms was discussed in the intelligent training,as well as technical support of Web Service and Nginx,Tomcat,and the technical training system was determined.Through the establishment of artificial fish model,enhanced the search ability of the test questions,simplified the objective function,solved irrationality of previous questions,determined the method route.(3)Improvement and application of the test paper algorithm.General test paper algorithms would spend much time,generate test papers of lower success,and be difficult to meet the needs of the students.After using artificial fish swarm algorithm with strong robustness,good global convergence and less sensitive to initial value,this algorithm solved the defects of general algorithms.But this algorithm also existed some uncertainties when confronting the multi-objective problem.According to existed problems,I adopted global artificial fish swarm algorithm with eating behavior,and combined with simulated annealing algorithm,and finally applied the improved artificial fish algorithm into test paper and had some tests,it proved the efficiency and agility of this test paper algorithm.(4)Banking page changes affected the change of the training system topic page,and caused a lot of maintenance and the expenditure of money.In order to solve this problem,this paper came up with the template driven,and this system enhanced the flexibility of the page.(5)According to the design objective of the intelligent training system,the overall design and detailed design of the system were carried out,and completed the development of the system.It demonstrated the system with the convenience of operation and its powerful functions,it made the bank training more intelligent,high-efficiency and economization.