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A Study On Genetic Programming And Its Application For Mine Transportation Vechile Scheduling

Posted on:2005-06-14Degree:MasterType:Thesis
Country:ChinaCandidate:S X LiuFull Text:PDF
GTID:2168360122486590Subject:Systems Engineering
Abstract/Summary:PDF Full Text Request
The process of mine transportation vechile scheduling is complicated and changeable . At present , however , there is still no convincible wags to mine transportation vechile scheduling , for all mathematical means we have is limited in solving this problem, and instructing science theory is wanted .In order to solve these problems , we usually with the help of Heuristic Method for decision-making and judgement-making in mine transportation vechile scheduling, so the development and invention of intelligence compute software is desperately needed .Genetic algorithms (GA) and genetic programming (GP) are new technologies for optimization, which simulate inherit and evolution in the nature and get optimal solutions through reproduction, crossover and mutation operations.In this paper , In the connection with optimizing of mine transportation vechile scheduling some theories , methods and models are researched in the instructor of system engineering, especially the vechile scheduling aiid genetic algorithm theory.In this paper, genetic programming is applied to optimize the mine transportation vehicles scheduling, which realized automation and intelligence in mine transportation vehicles scheduling. Application program is also developed to optimize mine transportation vechiles scheduling ,and the probability character of genetic algorithm is also analysed and researched . Give actual mine transportation vechile system and transportation routs conditions , it can automatically find out satisfactory solutions to vechile scheduling design through genetic operations such as reproduction , crossover and mutation ,etc .A new mean is offered in mining management automazation and intelligence .Finally, Jinduicheng Mo. Company open-pit is quoted as an instance for building mine transportation vechile scheduling system model,and according to the model,adopt genetic algorithm to study the optimization of mine transportation vechile scheduling system.A rational project is given to this problem ,the paper also analysized the optimial design of mine transortation vechile scheduling,the model offering in this paper,convergence of optimal algorithm and data bank management,and transportation project of minerals and disposals is optimized, which realize the decision of transportation project and data visibilization,and wich improves the science and information process of transportation department management.
Keywords/Search Tags:Genetic Algorithm, Vechile Scheduling, Optimization
PDF Full Text Request
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