摘要
为了能够提高地下铲运机的性能,深入地研究了多目标遗传算法在铲运机性能优化设计中的应用。分析了地下铲运机的主要性能参数;建立了地下铲运机多目标优化的数学模型;然后,分析了改进多目标遗传算法的基本原理;利用MATLAB软件进行了地下铲运机的性能优化分析,优化设计结果使地下铲运机性能得到了极大地提高,并且表明该算法的优越性。
In order to improve performance of underground load haul dump and application of multi-objective genetic algorithm on optimization of it was studied in depth.The main performance parameters of underground load haul dump were analyzed,and mathematical model of multi-objective genetic optimal algorithm was constructed,and basic theory of improved multi-objective genetic optimal algorithm was analyzed,and optimal design of underground load haul dump was analyzed based on MATLAB software,and results made it improve performance,and advantages of this algorithm was embodied.
出处
《煤矿机械》
北大核心
2012年第8期86-88,共3页
Coal Mine Machinery
关键词
多目标遗传算法
地下铲运机
优化
multi-objective genetic algorithm
underground load haul dump
optimization
