改进遗传算法求解田间作业问题的研究

Research on the Field JSP with Improved GA

本文首先介绍了遗传算法的特点,针对遗传算子的不足,通过自适应设计更新算子改进遗传迭代,而后以改进的遗传模型对农场农机作业问题的安排进行模拟仿真,得到较好的问题解决方案。

In view of the GA operator＇s insufficiency, this paper first introduces genetic algorithm＇s characteristics, and makes an auto-adapted method to the GA＇ iteration. Then it designs a model from the farm machinery＇s work arrangements and works on a simulation to obtain a good solution to the problem.