计算机科学 ›› 2013, Vol. 40 ›› Issue (Z11): 131-135.
莫愿斌,刘付永,马彦追
MO Yuan-bin,LIU Fu-yong and MA Yan-zhui
摘要: Van Genuchten方程是应用最广泛的土壤水分特征曲线方程,该方程的关键是4个参数的取值。为了精确地求解这些参数,引入萤火虫算法进行求解,提出了一种基于生物寄生行为的人工萤火虫优化算法(GSOPB)。该算法将萤火虫群分为寄生群和宿主群两个种群,两种群间隔一定的迭代次数相互交换部分萤火虫;淘汰宿主群中适应度较差的一半萤火虫,以体现“优胜劣汰”的生物进化法则。标准测试函数的仿真结果表明了GSOPB算法的有效性;对Van Genuchten方程参数的优化结果表明,GSOPB算法的求解精度优于其他方法,可以作为求解Van方程参数的新方法。
[1] 雷志栋,杨诗秀,谢森传.土壤水动力学[M].北京:清华大学出版社,1988 [2] 张明炷,黎庆淮,石秀兰.土壤学与农作学(第3版)[M].北京:中国水利水电出版社,1994 [3] 王金生,杨志峰,陈家军,等.包气带土壤水分滞留特性研究[J].水利学报,2000(2):1-6 [4] 刘建立,徐绍辉,刘慧.估计土壤水分特征曲线的见解方法研究进展[J].水利学报,2004(2):68-76 [5] Miay.Estimation of the Brooks Corey parameters from water retention data [J].Water Resource Research,1987,23:1085-1089 [6] Gardner W R,Hillel D,Benyamini Y.Post irrigation movement of soil water I redistribution [J].Water Resource Research,1970,6:851-861 [7] Gardner W R,Hillel D,Benyamini Y.Post irrigation movement of soil water simultaneous redistribution and evaporation [J].Water Resolve Research,1970,6:1148-1153 [8] Van Genuchten M Th.A closed-form equation for predicting the hydraulic conductivity of unsaturated soils [J].Soil Sci.See.Am.J,1980,44:892-898 [9] Russo D.Determining soil hydraulic properties by parameter:on the selection of model for the hydraulic properties [J].Water Resource Research,1988,24:453-459 [10] Shao Ming-an,Horton R.Integral method for estimating soil hy-draulic properties[J].Soil Science Society of America Journal,1998,62(3):585-592 [11] Han Xing-wei,Shao Ming-an,Horton.Estimating van Genuchtenmodel parameters of undisturbed soils using an integral method [J].Soil Science Society of China,2010,0(1):55-62 [12] 徐绍辉,张佳宝.求土壤水力特征的一种迭代法[J].土壤学报,2000,37(2):271-274 [13] 李春友,任理,李保国.利用优化方法求算 Van Genuchten方程参数[J].水科学进展,2001,2(4):473-478 [14] 马英杰,虎胆·吐马尔拜,沈冰.利用阻尼最小二乘法求解Van Genuchten方程参数[J].农业工程学报,2005,21(8):179-180 [15] 廖林仙,邵孝侯,徐俊增.基于智能算法推求Van Genuchten 方程的参数[J].水利学报,2007,10(S1):696-670 [16] 陈大春,马英杰.基于随机粒子群算法的 Van Genuchten 方程参数优化求解[J].农业工程学报,2006,22(12):82-85 [17] 刘衍民,赵庆祯,隋常玲,等.一种基于动态邻居和变异因子的粒子群算法[J].控制与决策,2010,25(7):968-974 [18] 邢长明,代艳,杨林.利用改进的和声搜索算法求解 Van Genuchten 方程参数[J].计算机应用,2012,32(8):2159-2164 [19] Krishnanand K N,Ghose D.Glowworm Swarm Optimization:A New method for Optimizing Multi-modal functions [J].International Journal of Computational Intelligence Studies,2009,1(1):93-119 [20] Krishnanand K N.Glowworm Swarm Optimization:A Multimodal Function Optimization Paradigm with Applications to Multiple Signal Source Localization Tasks [D].[S.l.]:Indian Institute of Science,2007 [21] Krishnanand K N,Ghose D.A Glowworm Swarm Optimization Based Multi-robot System for Signal Source Localization [M].Berlin,Germany:[s.n.],2009 [22] Krishnanand K N,Ghose D.Chasing Multiple Mobile SignalSources:A Glowworm Swarm Optimization Approach[C]∥Proc.of the 3rd Indian International C onference on Artificial Intelligence.[S.l.]:IEEE Press,2007 [23] 刘汉生,陈智兵,胡朝晖,等.寄生虫及其宿主协同进化的研究进展[J].生态科学,2003,22(3):261-264 [24] 黄丽琴,郭宪国.寄生虫与宿主的协同进化关系[J].国际医学寄生虫病杂志,2009,36(1):49-54 [25] 李文祥,王桂堂.寄生虫对宿主种群的调节[J].水生生物学报,2002,26(5):550-554 [26] 秦全德,李荣钧.基于生物寄生行为的双种群粒子群算法[J].控制与决策,2011,26(4):548-552 [27] Kool J B,Parker J C,Van Genuchten M T.Determining soil hydraulic properties from one 2step outflow experiments parameter estimation:I.Theory and numerical studies [J].Soil.Sci.Soc.Am.J.,1985,49:1348-1354 |
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