基于GPU的植物生长模拟  

Plant growth simulation based on GPU

作　　者：刘骥[1] 朱庆生[1] 黄晓凤[1] 曾令秋[1] 李松阳[1] 

机构地区：[1]重庆大学计算机学院,重庆400044

出　　处：《浙江大学学报（工学版）》2012年第10期1803-1809,共7页Journal of Zhejiang University：Engineering Science

基　　金：国家自然科学基金资助项目(60773082);重庆市自然科学基金资助项目(CSTC;2010BB2213);中央高校基本科研业务费资助项目(CDJRC10180010)

摘　　要：为了提高复杂植物生长模拟的性能,结合虚拟器官网络和图形处理器(GPU)技术提出植物生长模拟方法.该方法采用虚拟器官网络作为植物生长模型,用于描述植物器官的生理属性和形态属性、植物器官间的关系、环境对植物器官的影响以及植物器官的生长规则.利用GPU架构的优势,以并行计算的方式实现植物生长演化和植物形态展现,从而提高植物生长模拟的计算速度.实验结果证明,采用该方法不仅能够模拟植物的生长,而且相对基于CPU的串行植物生长演化和形态展现有性能上的优势.A plant growth simulation method exploiting the virtual organ network and graphics processing unit （GPU） technique was proposed in order to improve the performance of complex plant growth simulation. The virtual organ network was used as growth model of a plant, which described the physiological and morphological properties of a plant organ, the relationships among plant organs, the impact of environment on plant organs, and the growth rules of plant organs. Taking full advantage of GPU architecture, the method can accomplish the plant growth evaluation and plant visualization by using parallel computing which greatly accelerates the plant growth simulation. Experimental results illustrate that the approach can simulate the plant growth and has better performance compared with evaluating plant growth and visualizing plant structure in serial by using CPU.

关 键 词：植物生长模拟 图形处理器(GPU) 统一计算架构(CUDA) 

分 类 号：TP391.9[自动化与计算机技术—计算机应用技术]