| 霍晓宇,杨仕教*,戴剑勇,吴长振.基于Multi-Agent技术的露天矿山生产调度系统框架的构建[J].南华大学学报(自然科学版),2012,26(3):33~38.[HUO Xiao-yu,YANG Shi-jiao*,DAI Jian-yong,WU Chang-zhen.Framework of Open-pit Mine Production Scheduling System Based on Multi-Agent Technology[J].Journal of University of South China(Science and Technology),2012,26(3):33~38.] |
| 基于Multi-Agent技术的露天矿山生产调度系统框架的构建 |
| Framework of Open-pit Mine Production Scheduling System Based on Multi-Agent Technology |
| 投稿时间：2012-02-24 |
| DOI： |
| 中文关键词: 多智能体技术 生产调度系统 自适应神经模糊推理系统 粒子群优化算法 |
| 英文关键词:multi-agent technology production scheduling system ANFIS particle swarm optimization |
| 基金项目:国家自然科学基金资助项目(50974076);湖南省自然科学基金资助项目(10JJ2041) |
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| 中文摘要: |
| 针对于露天矿山生产调度系统的复杂非线性、工艺点多面广等特性，引进具有分布式管理特性的多智能体技术，建立基于多智能体技术的露天矿山生产调度系统.在系统中将生产调度分为任务Agent、生产调度Agent、爆破Agent、运输Agent、破碎Agent以及资源Agent六个单智能体.运用具有较强非线性拟合能力的自适应神经模糊推理系统（ANFIS）进行局部与整体的建模，并利用粒子群优化算法对模型进行优化，得出最优化生产调度方案.对矿山实际生产调度方案的制定具有一定的参考价值. |
| 英文摘要: |
| Considering the characteristics of complex nonlinear and processes over a broad area of the open-pit mine production scheduling system,the multi-agent technology with distributed management features is introduced to establish the production scheduling system of open-pit mine,which is based on multi-agent technology.The production scheduling system is composed of tasks agent,production scheduling agent,blasting agent,transportation agent,crushing agent and resource agent.The ANFIS with the stronger nonlinear curve fitting capability is used to model the local and global system.The model is optimized by particle swarm optimization algorithm,and then the optimal production scheduling program is obtained.The program provides certain reference value for the enactment of the actual mine production scheduling program. |
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