dynamic programming filling matrix in sequence alignment
hello guys i have 2d char array opt[][] and i have 2 sequence in my arrays like in example
my
`opt[0][0]=A
opt[0][1]=T
opt[0][2]=G
opt[0][3]=A`
and
opt[1][0]=A
opt[2][0]=G
opt[3][0]=C
opt[4][0]=T
i have this output currently
x/y| A T G A -
_______________________
0 A | 0 0 0 0
1 G | 0 0 0 0
2 C | 0 0 0 0
3 T | 0 0 0 0
4 - | 0 0 0 0
my problem is this how can i use dynamic programming
to create this array into this
http://i.stack.imgur.com/ViHc9.png
if its a match 0 penalty if its a mismatch 1 penalty if its a gap its 2 penalty
i can compare chars of my array like this
for(int i=0;i<4;i++){
if(opt[0][i]==opt[i+1][0]){
result[0][i] =1;
}
but this is just a simple test i made to see if i can compare and it turned out i can.
how can i go from here to there(to the picture array
I suggest you read these articles.
http://en.wikipedia.org/wiki/Smith%E2%80%93Waterman_algorithm
http://en.wikipedia.org/wiki/Needleman%E2%80%93Wunsch_algorithm
The implementation in any language is pretty trivial.
And if you need information about dynamic programming in general,
either Google for it yourself, or check these two links.
http://en.wikipedia.org/wiki/Dynamic_programming
https://www.topcoder.com/tc?d1=tutorials&d2=dynProg&module=Static