The Design Of A Classificatioin System For Genetic Programming

With the developing of science,mode identy,the control of robot,and the conpose of nerve net,all of them are the problems need to be done. In this time,the genetic programming comes out,it is a method which can solve how to produce the programming of the problem and the rest complicated structure.So how to solve the problems of the classification comes to be the emphases in resent years.Genetic Programming(GP)is a new technology for optimization.which simulates inherit and evolution in the nature and gets optimal soutions through reproduction,crossover and mutation operations.This paper describes the basic principle of genetic programming and the knowledge of evolutionary computation,introduces the related classification technology,analyses the characteristics of GP and the implementation methods of classification problems,indicates the limitation of GP in multi-classification problens,improves Gp based its disadvantages.We need to extend the range of the genetic programming application,and heighten the efficiency of solving the classification problems.After collection of the information,I bring forward an projection about the classification system based on genetic programming.The design of system use the advanced foreign technic and the method of the data strcture and the C++ program language,and then we can establish the system in primary.This system can solve a majority of classification problems.Because of its excellent universal and modularization,the system can run with Centered Dynamic Range Selection and Slotted Dynamic Range Selection.For the running of the system ,there must be enough data files,that make it easy to run.The precision of the system has also been height,and the more time been taken in trainning,the more exact the classification.The design of the classification system must dcrease the cost,predigest the operation,and height the security. With the using of the C++ language, we make the program be easy to amend and replant.The design realize the classification system,adapt the resent demand and developing in the country.It can solve a lot of problems,has a very broad application foreground.