Indexed by:期刊论文
Date of Publication:2011-05-31
Journal:农业工程学报
Included Journals:EI、PKU、ISTIC、CSCD、Scopus
Volume:27
Issue:5
Page Number:219-223
ISSN No.:1002-6819
Key Words:土壤墒情;传感器;遗传算法;优化布局
Abstract:针对用于节水灌溉的土壤墒情传感器布局问题,该文提出一种结合了基于全局优化遗传算法和改进的加权圆集布局理论的人机交互优化布局策略.该策略综合考虑了传感器覆盖精度、重叠限制等约束条件.通过在入机交互中引入专家知识和在遗传算法中采用十进制编码,策略易于与其它算法和附加参数协作以进行升级或移植于其它的应用场合.在给定传感器成本的仿真实验中,该文算法比四边形方案节约成本17.5%,比六边形方案节约成本34.0%.
Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
Gender:Male
Alma Mater:Dalian University of Technology
Degree:Doctoral Degree
School/Department:Dalian University of Technology
Discipline:Computer Applied Technology
Business Address:816 Yanjiao Building, Dalian University of Technology
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