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Re: Transforming matrices
*To*: mathgroup at smc.vnet.net
*Subject*: [mg29685] Re: [mg29665] Transforming matrices
*From*: Tomas Garza <tgarza01 at prodigy.net.mx>
*Date*: Tue, 3 Jul 2001 04:40:40 -0400 (EDT)
*References*: <200107020620.CAA02313@smc.vnet.net>
*Sender*: owner-wri-mathgroup at wolfram.com
Hi, Michael!
I thought I'd try to give an answer to your problem. The idea goes as
follows: given your matrix, say, mat, take a new matrix, newMat, where you
substitute all 1's and 2's by the symbol "*". Then (in the first row, for
example), look for all the positions in that row where you have a sequence
*0. The sequence of such positions determine the positions of the
consecutive rates you are going to substitute the zeros with. Then, apply
this substitution to all rows, and you're done. I propose the following
code, where I include the case where some rows could start with a 1 instead
of a 0. Take the matrix mat
{{0, 0, 1, 2, 2, 2, 0, 0, 0, 0, 0, 0, 1, 2, 0, 1, 2, 2, 2, 0}, {0, 0, 0, 0,
0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, {0, 0, 1, 2, 2, 1, 0, 0,
0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, {1, 2, 2, 0, 0, 0, 1, 2, 0, 1, 2, 2,
2,
0, 0, 0, 1, 2, 2, 0}}
(the same you have in your query, with an extra row starting with 1). Then,
In[2]:=
newMat = mat /. {1 -> "*", 2 -> "*"}
Out[2]=
{{0, 0, "*", "*", "*", "*", 0, 0, 0, 0, 0, 0, "*", "*", 0, "*", "*", "*",
"*",
0}, {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, {0,
0,
"*", "*", "*", "*", 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, {"*",
"*",
"*", 0, 0, 0, "*", "*", 0, "*", "*", "*", "*", 0, 0, 0, "*", "*", "*",
0}}
In[3]:=
trans[x_List] :=
Module[{ratesPos = #[[1]] & /@
StringPosition[StringJoin @@ ToString /@ x, "*0"]},
runs = Split[x];
class = If[runs[[1, 1]] == 0, 1, 2];
If[class == 1, runs[[1]] = runs[[1]] /. (0 -> rates[[1]]);
Do[runs[[2j + 1]] = runs[[2j + 1]] /. (0 -> rates[[ratesPos[[j]]]]),
{j,
1, Length[ratesPos]}],
Do[runs[[2j]] = runs[[2j]] /. (0 -> rates[[ratesPos[[j]]]]), {j, 1,
Length[ratesPos]}]
];
Join @@ runs /. "*" -> 0]
(in the above code, the variable "class" is used to determine if a row
starts with a 0 or not). You then map trans onto each row of the matrix
newMat:
In[4]:=
trans /@ newMat
Out[4]=
{{40, 40, 0, 0, 0, 0, 32, 32, 32, 32, 32, 32, 0, 0, 16, 0, 0, 0, 0, 9}, {40,
40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40, 40,
40}, {40, 40, 0, 0, 0, 0, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32, 32,
32,
32, 32}, {0, 0, 0, 37, 37, 37, 0, 0, 30, 0, 0, 0, 0, 20, 20, 20, 0, 0,
0,
9}}
which, I hope, what you wanted to obtain.
Tomas Garza
Mexico City
----- Original Message -----
From: "Michael Loop" <loopm at yahoo.com>
To: mathgroup at smc.vnet.net
Subject: [mg29685] [mg29665] Transforming matrices
> I am a relatively new user of Mathematica, and I am having some
> trouble transforming a matrix. I would be appreciative of any advice.
> The problem is as follows.
>
> Given a randomly formed matrix of form:
>
> 0 0 1 2 2 2 0 0 0 0 0 0 1 2 0 1 2 2 2 0
> 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
> 0 0 1 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0
>
> Each digit represents a different state, and therefore each digits
> position must be preserved. I need to convert this matrix into a
> matrix of rates instead. The zeros will be converted into constant
> rates dependent on their position, and the rate will continue until a
> 1 is reached. Both 1 and 2 represent a rate of 0. So given a vector
> of rates:
>
> 40 38, 37, 36, 33, 32, 31, 30, 27, 23, 22, 21, 20, 16, 14, 13, 12, 10,
> 9, 6
>
> I need to convert the first randomly generated matrix to look like:
>
> 40 40 0 0 0 0 32 32 32 32 32 32 0 0 16 0 0 0 0 9
> 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40 40
> 40 40 0 0 0 0 32 32 32 32 32 32 32 32 32 32 32 32 32 32
>
> Besides the fact that the rate must stay constant until a 1 is
> reached, the other subtlety of my problem is that when a rate starts
> over after a 1 or 2, the new rate must begin in the position of the
> next zero, but the rate must come from the position of the last 1 or
> 2. I can convert a matrix of this form on an individual basis using
> the Position and Table commands, but cannot find an efficient way of
> converting the matrix on a large scale. The matrix I actually need to
> convert is 240*1000, so if anyone can think of an efficient way of
> doing this I would be grateful for your input. Thank you.
>
> Micahel Loop
> Minneapolis, MN
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