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Multi-Agent Interaction Studies Of Underground Miners Information Model

Posted on:2015-02-08Degree:MasterType:Thesis
Country:ChinaCandidate:S L ChangFull Text:PDF
GTID:2261330428477789Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Mine Rescue and Escape is the production of coal mine safety a majorissue to be addressed urgently. Research shows that: When the mine emergency,the interaction between information miners is an important measure to improvethe self-help and escape conducive to the best way out of the disaster site. In thispaper, the concept of multi-agent modeling and information exchange betweenmultiple main body of the response, and the establishment of a Multi-Agentminers escape information exchange model, application of multi-agent modelingtechnology to simulate the miners to escape, to escape the mine and provides aneffective self-help decision-making and support.In this paper, On the basis of the behavior law of message spread betweenpeople in real society, the process of information exchange between multi-Agentis analyzed and the information exchange model based on the informationlife-cycle theory is built, the main of the formal methods and express results ofinformation exchange between Agents at all stages is given in this paper. Thetheory of “5W1H” in Journalism is imported to define the structure of themessage content. The temporal logic theory is used to describe the informationexchange requirement, The π-calculus theory is used to describe multi-Agents’behavior of information receiving and sending, The fuzzy set theory is appliedto express information filtering and the Brooks equation is used explaininformation absorption. The formalized description and design of the modelpaves the way to implement the model.In order to verify the feasibility of the time between the coal miners toescape the established information exchange multi-agent model to miners asAgent, multi-agent modeling method to create interactive information databasein XML file format, miners agent through XML files interactions escapeinformation, the use of simulation software platform to simulate the process ofunderground miners to escape, the simulation results show that the miners toescape complete the process better. In the escape process, each miner agentusing a greedy algorithm to judge, to find their location away from the nearest safe area, and to move it, and finally to a safe area. The model for the study ofinformation exchange between agents provides a model, but also the reality ofunderground coal miners safe escape develop contingency plans and escaperoutes provide decision support.
Keywords/Search Tags:Miners escape, Multi-Agent model, Information life cycle, Information exchange, Formal description, π-calculus
PDF Full Text Request
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