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如果在矩陣中,多數的元素並沒有資料,稱此矩陣為稀疏矩陣(sparse matrix),由於矩陣在程式中常使用二維陣列表示,二維陣列的大小與使用的記憶體空間成正比,如果多數的元素沒有資料,則會造成記憶體空間的浪費,為 此,必須設計稀疏矩陣的陣列儲存方式,利用較少的記憶體空間儲存完整的矩陣資訊。

在這邊所介紹的方法較為簡單,陣列只儲存矩陣的行數、列數與有資料的索引位置及其值,在需要使用矩陣資料時,再透過程式運算加以還原,例如若矩陣資料如下 ,其中0表示矩陣中該位置沒有資料:

0 0 0 0 0 0
0 3 0 0 0 0
0 0 0 6 0 0
0 0 9 0 0 0
0 0 0 0 12 0

這個矩陣是5X6矩陣,非零元素有4個,您要使用的陣列第一列記錄其列數、行數與非零元素個數:

5 6 4

陣列的第二列起,記錄其位置的列索引、行索引與儲存值:

1 1 3
2 3 6
3 2 9
4 4 12

所以原本要用30個元素儲存的矩陣資訊,現在只使用了15個元素來儲存,節省了不少記憶體的使用。

 

請寫一個程式用上列的方法壓縮稀疏矩陣。

 

輸入說明:

一開始會輸入兩個正整數M N,代表矩陣的大小。接下來會有M行,每行N個數字。

 

輸出說明:

請輸出壓縮過的矩陣

 

輸入範例:
 

5 6
0 0 0 0 0 0
0 3 0 0 0 0
0 0 0 6 0 0
0 0 9 0 0 0
0 0 0 0 12 0



 

輸出範例:

 

5 6 4
1 1 3
2 3 6
3 2 9
4 4 12
[Exam] asked in 2017-1 程式設計(一)AD by (30k points)
ID: 38938 - Available when: 2017-12-23 09:00 - Due to: 2017-12-23 12:10
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answered by (192 points)
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