**F**ollowing the presentation of the first *Le Monde* puzzle of the year, I tried a simulated annealing solution on an early morning in my hotel room. Here is the R code, which is unfortunately too rudimentary and too slow to be able to tackle *n=1000*.

#minimise sum_{i=1}^I x_i
#for 1le x_ile 2n+1, 1e ile I
# Ige n, x_i ne x_j
# a=x_i,b=x_j,i,jin I implies a+b=x_k for a kin I
n=6
m=2*n+1
complete=function(inde){
len=length(inde)
comp=outer(inde,inde,"+")
diag(comp)=inde
comp=sort(unique(comp[comp<m+1]))
while ((length(comp)>len)&&(length(comp)<m)){
inde=comp
len=length(inde)
comp=outer(inde,inde,"+")
diag(comp)=inde
comp=sort(unique(comp[comp<m+1]))
}
comp
}
move=function(inde,tempe){
ind=inde
# movin
if (length(ind)<m)
off=sample(ind,1,prob=ind)
inn=sample((1:m)[-ind],1)
newinde=sort(c(ind[ind!=off],inn))
newinde=complete(newinde)
if (tempe*log(runif(1))<(sum(ind)-sum(newinde)))
ind=newinde
}
# prunnin
if (length(ind)>n){
off=sample(ind,1,prob=ind)
newinde=sort(ind[ind!=off])
newinde=complete(newinde)
if (tempe*log(runif(1))<sum(ind)-sum(newinde))
ind=newinde
}
ind
}
T=10^4
fact=0.1
tpt=fact*seq(1,log(1+T),le=T)
inde=complete(sample(1:m,n))
recor=list(ind=inde,val=sum(inde))
for (t in 1:T){
inde=move(inde,tpt[t])
if (sum(inde)<recor$val){
recor=list(ind=inde,val=sum(inde))
}
}
print(recor)

**T**he solution to the puzzle (given in the next *Le Monde* issue) is to take only the even digits, resulting in a minimum sum equal to *n(n+1)*.

Filed under: R, Statistics Tagged: Le Monde, mathematical puzzle, simulated annealing

*Related*

To

**leave a comment** for the author, please follow the link and comment on his blog:

** Xi'an's Og » R**.

R-bloggers.com offers

**daily e-mail updates** about

R news and

tutorials on topics such as: visualization (

ggplot2,

Boxplots,

maps,

animation), programming (

RStudio,

Sweave,

LaTeX,

SQL,

Eclipse,

git,

hadoop,

Web Scraping) statistics (

regression,

PCA,

time series,

trading) and more...

If you got this far, why not

__subscribe for updates__ from the site? Choose your flavor:

e-mail,

twitter,

RSS, or

facebook...

**Tags:** Le Monde, mathematical puzzle, R, simulated annealing, statistics