I have a set of numbers that has a non-injective, surjective correspondence to another set of numbers and I would like to quickly create a list of the output. For example, suppose I have
32 54 65 66 71
9 31 34 41 49
18 41 50 68 70
11 50 51 70 75
19 24 26 40 68
17 24 27 48 75
20 21 38 54 66
12 22 46 56 74
14 18 48 54 71
.
.
.
Each of these numbers has a correspondence to another set of numbers. For example each number on the left below corresponds to the number on the right
2 1
4 1
5 2
6 2
7 1
8 1
9 3
10 1
11 3
12 2
13 1
14 3
16 1
17 2
18 3
19 3
20 1
21 2
22 1
24 2
25 1
26 3
27 2
28 4
29 1
30 1
31 2
32 2
33 3
34 3
35 1
36 2
37 2
38 4
40 3
41 3
42 1
44 1
45 2
46 3
48 3
49 2
50 2
51 1
52 2
53 1
54 3
55 1
56 1
57 3
59 2
60 1
62 1
63 1
65 3
66 2
68 3
69 1
70 3
71 3
73 2
74 2
75 2
76 2
77 3
Using this correspondence I now have a list of the form
2 3 3 2 3
3 2 3 3 2
3 3 2 3 3
.
.
.
that is related to the first list.
How can I make this last calculation faster? I have a large number of rows so it isn't practical to look up each corresponding number and write the new set of numbers. I would call these matrices, but the order of numbers in each row does not matter to me. I'm not sure if that matters. So for the first row of the first matrix, 71 exchanged with 32 would not matter to me. Also, for the second list, the numbers on the second column could range from 1,..,n. I have just use n=3 How would I got about make a computation like this?
Any pointers, guidance, suggestions is greatly appreciated.
