论文部分内容阅读
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 the performance of underground scraper, the application of multi-objective genetic algorithm to the optimal design of scraper performance is deeply studied. The main performance parameters of underground scraper are analyzed. The mathematical model of multi-objective optimization of underground scraper is established. Then, the basic principle of improved multi-objective genetic algorithm is analyzed. The performance optimization of underground scraper is analyzed by using MATLAB software , The result of optimization design has greatly improved the performance of underground scraper, and shows the superiority of the algorithm.