摘要
在选择IMRT治疗机架角遗传算法中,融入局部寻优能力强的模拟退火算法。针对遗传算法易产生早熟现象、局部寻优能力较差、治疗计划复杂等,提出人工优良模式,把临床经验知识融入到算法中,既保持遗传算法的全局寻优特点,又提高了运行效率。
Taking simulated annealing algorithm which has high local searching ability into genetic algorithm selecting accelerator gantrys. Due to GA shortage such as premature , poor local searching ability etc. and complexity of IMRT planing , brought forword mannual good schema that brought clinic experience knowledge into algorithm. It can keep good global searching ability and improve significantly the efficiency of GA.
出处
《计算机应用研究》
CSCD
北大核心
2007年第6期109-111,共3页
Application Research of Computers
基金
四川省教育厅重点资助项目(2004A099)
关键词
调强治疗
遗传算法
模拟退火算法
模式
IMRT
genetic algorithm(GA)
simulated annealing(SA)
schema