稀疏矩阵乘法的运算

发布时间 : 星期五 文章稀疏矩阵乘法的运算更新完毕开始阅读

武汉理工大学《数据结构》课程设计说明书

ElemType data;//存储row行col列的元素的值 }DataNode;

采用结构体存储稀疏二维数组: typedef struct SparseMatrix {

DataType *matrix;//用数组存储非零元 int row;//二维数组的行数 int col;//二维数组的列数

int *rpos;//每行第一个非零元在matrix中的位置 int num;//非零元的个数 int con;//指定常数

};

注:在第二个结构体中num和con这两个变量,在本此系统中con默认为0,num的功能是检验数据是否完整。当二维数组中出现很多非零元素值一样的时候,也可以采用三元组的方法存储,只要让con等于那个非零元素值即可。

7.算法描述:

本系统的主要算法为稀疏矩阵的乘法运算。 算法如下: Q初始化;

if (Q是非零矩阵) {//逐行求积

for(arow=1;arow<=M.row;++arow) {//处理M的每一行

ctemp[]=0;//累加器清零

计算Q中第arow行的积并存入ctemp[]中; 将ctemp[]中的非零元压缩存储到Q.matrix中; } }

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武汉理工大学《数据结构》课程设计说明书

8.测试结果与分析:

测试1:两个文件数据完全正确

Input the method of getting data(1 is from file,2 is from inputting):1 Input two names of the data file:data1.txt data2.txt Read the first file successfully! Read the second file successfully! The first matrix is: 1 1 3 1 4 5 2 2 -1 3 1 2

The second matrix is: 1 2 2 2 1 1 3 1 -2 3 2 4 The result is: 3 0 3 2 1 2 6 2 1 -1 3 2 4

Input one name of the data file:data5.txt

测试2:一个文件数据完全正确,另一个文件数据不正确 Input the method of getting data(1 is from file,2 is from inputting):1 Input two names of the data file:data1.txt data4.txt Read the first file successfully! The data is wrong! The first data is wrong!

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武汉理工大学《数据结构》课程设计说明书

Please check it carefully,then input it again: 1 2 2

The data is wrong! The 4th data is wrong!

Please check it carefully,then input it again: 3 2 4

Read the second file successfully! The first matrix is: 1 1 3 1 4 5 2 2 -1 3 1 2

The second matrix is: 1 2 2 2 1 1 3 1 -2 3 2 4 The result is: 3 0 3 2 1 2 6 2 1 -1 3 2 4

Input one name of the data file:data6.txt 测试3:两个数据文件都错误

Input the method of getting data(1 is from file,2 is from inputting):1 Input two names of the data file:data3.txt data4.txt The data is wrong! The second data is wrong!

Please check it carefully,then input it again:

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武汉理工大学《数据结构》课程设计说明书

1 4 5

The data is wrong! The 4th data is wrong!

Please check it carefully,then input it again: 3 1 2

Read the first file successfully! The data is wrong! The first data is wrong!

Please check it carefully,then input it again: 1 2 2

The data is wrong! The 4th data is wrong!

Please check it carefully,then input it again: 3 2 4

Read the second file successfully! The first matrix is: 1 1 3 1 4 5 2 2 -1 3 1 2

The second matrix is: 1 2 2 2 1 1 3 1 -2 3 2 4 The result is: 3 0 3 2 1 2 6 2 1 -1

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