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The Application Of The Intelligence Method In The Area Of Pile's Healthy Detection

Posted on:2007-07-10Degree:MasterType:Thesis
Country:ChinaCandidate:X Y WangFull Text:PDF
GTID:2178360182980841Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
Intellective detection is used more and more popular in various areas. The development of technology brings the Intellective detection study more challenge, which also promotes the study of Intellective detection greatly.Pile is one kind of engineering structure which is old, traditional and used widely. With the development of engineering technology and economics, the stack is used widely because of its advantage, while there are many unstable disadvantages which influence the quality of stack. There are problems during the construction, such as rupture, less than diameter, education and so on which may easily cause many calamities because stack can't bear the weight of predicted power or made structure asymmetric sedimentation. Therefore, how to ensure the healthy of pile logically, make more profit from pile is a problem which engineers care about much.This paper uses the principle of back stress wave method to detect the healthy of pile. The key problem is to analyses the collected data. Symptom and state are not the relationship of one mapped another and there is not exact function express because of the complexity of equipment and the varieties of bugs. So, this paper aims to construct a new intellective method to combine the genetic algorithm and neural network. On the base of improving the neural network and genetic algorithm, I integrate the two technologies which are improved. Then, we can solve the problem of convergence and get the optimization and the best searching efficiency.This paper study the synergetic technology of BP algorithm .and genetic algorithm, and analyze the performances of improved network model and use GA-BP network in the area of pile's healthy detection. The contents concluding:① The development and actuality of pile's detection② The development and application of artificial neural network. Especially the theory, expressions, executing steps, disadvantages, improvements of BP network.③ The development and application of genetic algorithm, the comparison of genetic algorithm and other optimized algorithms, some operations of genetic algorithm.④ Combine the advantages of BP and genetic algorithm to create a newintellective network GA-BP network and analyses its performances. ? Apply the GA-BP network to the application of pile's healthy detection. ? In the end, point out the prospect of intellective detection and someproblems we should pay attention to.
Keywords/Search Tags:BP network, pile, genetic algorithm, GA-BP network
PDF Full Text Request
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