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| 粒子群算法对织构分析改进最大熵法的改进 | |
| 引用本文： | 王大鹏,王大志,武宝林,左良,王福,梁志德.粒子群算法对织构分析改进最大熵法的改进[J].金属学报,2009,45(1):63-66. |
| 作者姓名： | 王大鹏 王大志 武宝林 左良 王福 梁志德 |
| 作者单位： | 1. 沈阳航空工业学院材料科学与工程学院,沈阳,110136 2. 东北大学信息科学与工程学院,沈阳,110004 3. 东北大学材料与冶金学院,沈阳,110004 |
| 基金项目： | 国家自然科学基金，沈阳航空工业学院博士研究项目 |
| 摘 要： | 将粒子群算法(PSO)成功地应用于改进最大熵法(MMEM),使用两张或单张部分极图数据,即可测算出多组具有宏观对称的冷轧纯铜片样品的完整晶粒取向分布(ODF).这一改进保留了原MMEM的特长,用较少的实验数据即可计算出样品的真ODF,而又消除了原法在求解非线性方程组时需要选取特定初解的困难,从而使MMEM更具普适性和实用性. |
| 关 键 词： | 粒子群算法 织构 晶粒取向分布 改进最大熵法 |
| 收稿时间： | 2008-04-23 |
| 修稿时间： | 2008-06-25 |
IMPROVEMENT ON THE MODIFIED MAXIMUM ENTROPY METHOD FOR TEXTURE ANALYSIS BY PARTICLE SWARM OPTIMIZATION |
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| WANG Dapeng,WANG Dazhi,WU Baolin,ZUO Liang,WANG Fu,LIANG Zhide.IMPROVEMENT ON THE MODIFIED MAXIMUM ENTROPY METHOD FOR TEXTURE ANALYSIS BY PARTICLE SWARM OPTIMIZATION[J].Acta Metallurgica Sinica,2009,45(1):63-66. | |
| Authors: | WANG Dapeng WANG Dazhi WU Baolin ZUO Liang WANG Fu LIANG Zhide |
| Affiliation: | 1 School of Materials Science and Engineering, Shenyang Institute of Aeronautical Engineering, Shenyang 110136 2 College of Information Science and Engineering, Northeastern University, Shenyang 110004 3 School of Materials and Metallurgy, Northeastern University, Shenyang 110004 |
| Abstract: | The particle swarm optimization (PSO) was successfully applied for the modified maximum entropy method (MMEM) of the quantitative texture analysis. Using two incomplete pole figures or only one incomplete pole figure, the complete orientation distributions of pure copper samples can been obtained. Such an improvement has been verified to keep the merits of primary MMEM, i.e., the complete orientation distribution function (ODF) of samples can be calculated using lesser experimental data, furthermore, the difficulty to choose a set of purposely initial solutions has also been overcome when solving the nonlinear equation, which makes the MMEM more versatile and practicable. |
| Keywords: | particle swarm optimization texture orientation distribution function modified maximum entropy method |
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