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The Implementation Of The Web Services Based Distributed Optimization Algorithm Services Platform

Posted on:2008-08-30Degree:MasterType:Thesis
Country:ChinaCandidate:X ShenFull Text:PDF
GTID:2178360212485024Subject:Computer Science and Technology
Abstract/Summary:PDF Full Text Request
It's a new implementation and effective way to integrate the Web Services technology and the Optimization Algorithm technology, which can improve the popularity and the efficiency dramatically. This task is the implementation of the Web Services Based Distributed Optimization Algorithm Services Platform. It uses the WSDL, SOAP, LDAP, JSP and TOMCAT as the protocol and the engine for the whole construct of the system. The deployment of the distributed services and the configuration of the algorithm's parameters are the key problems in the process of the development. In most of the optimization algorithms, the GA and ACO algorithms are both coming from bionics. This paper uses these two algorithms to solve the same TSP problem, and compare the results. People can see the high efficiency of the Platform.This paper studies some existed theories about GA and ACO, and the technologies used in the Web Services to implement the platform, and uses the TSP as the problem, to test the platform through the configuration of the parameters and the comparison of the two algorithms. In the end, it will prompt some advices.
Keywords/Search Tags:Web Services, Optimization Algorithm, GA, ACO, WSDL, SOAP, LDAP, Axis
PDF Full Text Request
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