基于多目标遗传算法的地下铲运机性能优化研究

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。

Study on Performance Optimization of Underground Load Haul Dump Based on Multi-objective Genetic Algorithm

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.