How to map the indexes of a matrix to a 1-dimensional array (C++)?
The way most languages store multi-dimensional arrays is by doing a conversion like the following:
If matrix
has size, n (rows) by m (columns), and we're using "row-major ordering" (where we count along the rows first) then:
matrix[ i ][ j ] = array[ i*m + j ]
.
Here i goes from 0 to (n-1) and j from 0 to (m-1).
So it's just like a number system of base 'm'. Note that the size of the last dimension (here the number of rows) doesn't matter.
For a conceptual understanding, think of a (3x5) matrix with 'i' as the row number, and 'j' as the column number. If you start numbering from i,j = (0,0) --> 0
. For 'row-major' ordering (like this), the layout looks like:
|-------- 5 ---------|
Row ______________________ _ _
0 |0 1 2 3 4 | |
1 |5 6 7 8 9 | 3
2 |10 11 12 13 14| _|_
|______________________|
Column 0 1 2 3 4
As you move along the row (i.e. increase the column number), you just start counting up, so the Array indices are 0,1,2...
. When you get to the second row, you already have 5
entries, so you start with indices 1*5 + 0,1,2...
. On the third row, you have 2*5
entries already, thus the indices are 2*5 + 0,1,2...
.
For higher dimension, this idea generalizes, i.e. for a 3D matrix
L by N by M:
matrix[ i ][ j ][ k ] = array[ i*(N*M) + j*M + k ]
and so on.
For a really good explanation, see: http://www.cplusplus.com/doc/tutorial/arrays/; or for some more technical aspects: http://en.wikipedia.org/wiki/Row-major_order
For row-major ordering, I believe the statement matrix[ i ][ j ] = array[ i*n + j ]
is wrong.
The offset should be offset = (row * NUMCOLS) + column
.
Your statement results to be row * NUMROWS + column
, which is wrong.
The links you provided give a correct explanation.
Something like this?
//columns = amount of columns, x = column, y = row
var calculateIndex = function(columns, x, y){
return y * columns + x;
};
The example below converts an index back to x and y coordinates.
//i = index, x = amount of columns, y = amount of rows
var calculateCoordinates = function(index, columns, rows){
//for each row
for(var i=0; i<rows; i++){
//check if the index parameter is in the row
if(index < (columns * i) + columns && index >= columns * i){
//return x, y
return [index - columns * i, i];
}
}
return null;
};