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Study On The Application Of Ant Colony Algorithm In The Structural Optimization Of Developing System

Posted on:2006-07-02Degree:MasterType:Thesis
Country:ChinaCandidate:H ZhouFull Text:PDF
GTID:2156360152993596Subject:Management Science and Engineering
Abstract/Summary:PDF Full Text Request
In current economic situation, the effect of economic profit becomes more and more important to mining industry in our country. Because of the speciality of mining, developing system makes up the major part of the mine and becomes the base of development, so that its optimization is necessary. As a new technology of optimization, the main desirable characteristics of ant colony algorithm are versatile, robust and parallel searching, and can be used to solve many kinds of optimization problems for example TSP, JSP. It provides a new efficient means to structural optimization of developing system.The concrete work of this paper chiefly possess the below respects:1. Ant colony algorithm is firstly applied in the structural optimization of developing system. This paper proposes the structural optimization of developing system model based on ant colony algorithm, so provides a new feasible means to structural optimization of developing system.2. This paper carries out computer simulation of basal ant colony algorithm and reformative ant colony algorithm and also puts up a contrast. Through analysis, reformative ant colony algorithm is living that the performance respect will be superior to basal ant colony algorithm.3. This paper puts up the identification of the structural of developing system. It unites the existing research fruit and uses some ideas of graph in the identification of the structural of developing system. Moreover the paper combines features of developing system and provides a effective system discriminance, so afford probability to more works.4. This paper takes Microsoft Visual Basic's 6.0 languages as the base, unites the problem the establish pattern and give out the entire algorithm realization flow, so supply the convenience for analogous problem research in the practice.5. This paper unites a instance of developing system and successfully carries on optimization calculation, which have the significant sense to popularization and spread of ant colony algorithm.This paper will help ant colony algorithm to spread and apply in practice. It especially provides a new means to resolve the complicated systems engineering such as structural optimization of developing system, which affect the economical benefits and society.
Keywords/Search Tags:Ant Colony Algorithm, Developing System, Structural, Optimization
PDF Full Text Request
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