Getting all combinations which sum up to 100 using R

问题

I need to get all combinations for which the sum equal 100 using 8 variables that could take any value from 0 to 100 by incremental step of 10. (i.e. 0, 10, 20 ... 100)

The following script does just that but is very inefficient as it creates a huge dataset and I was wondering if someone had a better way of doing this.

x <- expand.grid("ON" = seq (0,100,10), 
        "3M" = seq(0,100,10), 
        "6M" = seq(0,100,10), 
        "1Y" = seq(0,100,10), 
        "2Y" = seq(0,100,10),
        "5Y" = seq(0,100,10), 
        "10Y" = seq(0,100,10), 
        "15Y" = seq(0,100,10))

x <- x[rowSums(x)==100,]

Edit --

to answer the question from Stéphane Laurent

the result should look like

ON 3M 6M 1Y 2Y 5Y 10Y 15Y        
100 0  0  0  0  0   0   0  
 90 10  0  0  0  0   0   0  
 80 20  0  0  0  0   0   0  
 70 30  0  0  0  0   0   0  
 60 40  0  0  0  0   0   0  
 50 50  0  0  0  0   0   0

(...)

  0 0  0  0  0  0 10  90  
  0 0  0  0  0  0  0 100

回答1:

followed by Stéphane Laurent's answer, I am able to get a super fast solution by using the uniqueperm2 function here.

library(partitions)

C = t(restrictedparts(10,8))
do.call(rbind, lapply(1:nrow(C),function(i)uniqueperm2(C[i,])))

Update, there is faster solution using iterpc the package.

library(partitions)
library(iterpc)
C = t(restrictedparts(10,8))
do.call(rbind, lapply(1:nrow(C),function(i) getall(iterpc(table(C[i,]), order=T))))

It is about twice the speed of the uniqueperm2

> f <- function(){
    do.call(rbind, lapply(1:nrow(C),function(i)uniqueperm2(C[i,])))
}
> g <- function(){
    do.call(rbind, lapply(1:nrow(C),function(i) getall(iterpc(table(C[i,]), order=T))))
}
> microbenchmark(f(),g())
Unit: milliseconds
 expr      min       lq     mean   median       uq      max neval cld
  f() 36.37215 38.04941 40.43063 40.07220 42.29389 46.92574   100   b
  g() 16.77462 17.45665 19.46206 18.10101 20.65524 64.11858   100  a

回答2:

Is it what you want :

> library(partitions)
> 10*restrictedparts(10,8)

[1,] 100 90 80 70 60 50 80 70 60 50 60 50 40 40 70 60 50 40 50 40 30 40 30 60 50 40 40 30 30 20 50 40 30 30 20 40 30 20 30 20
[2,]   0 10 20 30 40 50 10 20 30 40 20 30 40 30 10 20 30 40 20 30 30 20 30 10 20 30 20 30 20 20 10 20 30 20 20 10 20 20 10 20
[3,]   0  0  0  0  0  0 10 10 10 10 20 20 20 30 10 10 10 10 20 20 30 20 20 10 10 10 20 20 20 20 10 10 10 20 20 10 10 20 10 10
[4,]   0  0  0  0  0  0  0  0  0  0  0  0  0  0 10 10 10 10 10 10 10 20 20 10 10 10 10 10 20 20 10 10 10 10 20 10 10 10 10 10
[5,]   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0 10 10 10 10 10 10 20 10 10 10 10 10 10 10 10 10 10
[6,]   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 10 10 10 10 10 10 10 10 10 10
[7,]   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 10 10 10 10 10
[8,]   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 10 10

来源：https://stackoverflow.com/questions/22218640/getting-all-combinations-which-sum-up-to-100-using-r

标签

combinations