远缘选优策略遗传算法在高空气象探测中的应用

doi:10.3969/j.issn.1007-2985.2012.04.012

journal6 ›› 2012, Vol. 33 ›› Issue (4): 53-59.DOI: 10.3969/j.issn.1007-2985.2012.04.012

远缘选优策略遗传算法在高空气象探测中的应用

(沈阳炮兵学院电子侦察指挥系,辽宁沈阳110867)

出版日期:2012-07-25 发布日期:2012-09-11

Application of the Outbreeding Elitist Adaptive Genetic Algorithm in High Meteorological Detection

（Department of Electronic Reconnaissance and Command,Shenyang Artillery Academy,Shenyang 110867,China）

Online:2012-07-25 Published:2012-09-11
About author:SUN Bao-jing(1968-),was born in Wulian,Shandong Province,professor;research area is ballistic density.

摘要/Abstract

摘要：在分析远缘优质个体的特点和对从属种群优化的基础上，提出了远缘选优策略遗传算法（OEAGA），并且针对高空气象探测数据数量大、变化复杂和可预测性差等特点，使用OEAGA来计算B样条节点，在满足准确度要求的前提下，使用更少的控制顶点拟合高空气象探测数据的最佳B样条曲线.将B样条曲线的结果与标准演变算法计算节点的结果作比较，发现经由OEAGA得出的B样条曲线更优，实际探测和仿真试验均表明OEAGA拥有更强大的搜索性能和更高的收敛效果.

关键词： 远缘选优, B样条曲线拟合, 气象探测

Abstract: On the basis of analyzing the feature of the outbreeding elitist and adding the evolution of slave population,the outbreeding elitist adaptive genetic algorithm(OEAGA) is presented,and in according with the characteristics of the huge amounts,complicated and unpredicted change of the high meteorological detecting data,the OEAGA is utilized to compute the B-spline knots so that the optimal B-spline curve which is fitting the high meteorological detecting data curve under the accuracy requirement,can possess less control vertexes.Compared with the result of the B-spline curve with the standard genetic algorithm to compute knots,the B-spline curve with the OEAGA is better,and experiments indicate that the OEAGA has stronger searching performance and higher converging efficiency.

Key words: outbreeding elitist, B-spline curve fitting, meteorological detecting

孙宝京. 远缘选优策略遗传算法在高空气象探测中的应用[J]. journal6, 2012, 33(4): 53-59.

SUN Bao-Jing. Application of the Outbreeding Elitist Adaptive Genetic Algorithm in High Meteorological Detection[J]. journal6, 2012, 33(4): 53-59.

参考文献

[1] SUN Bao-jing.Research About Artillery Air Defence Force’ Meteorological Information System [D].Shenyang:Northeastern University,2004.

[2] QU Yan-lu.Survey of Exterior Ballistic Meteorology [M].Beijing:Meteorological Press,1987:59-176.

[3] FUJICHI YOSHIMOTO，TOSHINOBU HARADA，YOSHIHIDE YOSHIMNTO.Data Fitting with a Spline Using a Real-Coded Genetic Algorithm [J].Computer-Aided Design,2003,35:751-760.

[4] SUN Yue-hong，WEI Jian-xiang,XIA De-shen.Parameter Optimization for B-Spline Curve Fitting Based on Adaptive Genetic Algorithm [J].Journal of Computer Applications,2010,30(7):1 878-1 882.

[5] MU Guo-wang,ZANG Ting,ZHAO Gang.Using the Modified Genetic Algorithm to Determine the Knots of B-Spline Curves [J].Computer Engineering and Applications,2006,42(11):88-90.

[6] LI Jian-bao,ZHANG Tie,SUN Bao-jing,et al.Application of Non-Uniform B-Spline Curve Fitting Based on Genetic Algorithm in High Meteorological Detection [C].The 2011 Chinese Control and Decision Conference,2011.

[7] ROGERS D F,FOG N G.Constrained B-Spline Curve and Surface Fitting [J].Computer-Aided Design,1989,21(10):641-648.

[8] JOE B.Quartic Beta-Splines [J].ACM Transactions on Graphics,1990,9(3):301-337.

[9] BARSHY A.Determinging a Set of B-Spline Control Vertices to Generate an Interpolating Surface [J].Graphics and Image Processing,1980,42(7):191-195.

[10] LI Mao-jun,FAN Shao-sheng,TONG Tiao-sheng.The Application of Partheno-Genetic Algorithm in Pattern Clustering Problem [J].Engineering Applications of Artificial Intelligence,1999,12(2):175-184.

[11] CORREA R C,FERREIRA A,REBREYEND P.Scheduling Multiprocessor Tasks with Genetic Algorithms [J].IEEE Trans. on Parallel and Distributed Systems,1999,10(8):825-837.

[12] FUMIAKI T,TOSHINIRO N,SIGERUO.Banknote Recognition by Means of Optimized Masks,Neural Network and Genetic Algorithms [J].Engineering Applications of Artificial Intelligence,1999,12(2):175-184.

[13] HE Da-kuo,WANG Fu-li.Improving the Global Convergence of the Genetic Algorithm [J].Journal of Northeastern University：Natural Science,2003,24(6):511-514.

远缘选优策略遗传算法在高空气象探测中的应用

Application of the Outbreeding Elitist Adaptive Genetic Algorithm in High Meteorological Detection

PDF (PC)

可视化

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 1

编辑推荐

Metrics

本文评价