adjust.my.tune=function(tune, acc, dim){
n=length(acc)
if(dim==1){
for(i in 1:n){
if(acc[i] <= 0.48 & acc[i] >= 0.4){tune[i] = tune[i]
} else if(acc[i]>0.9){tune[i]=tune[i]*3
} else if(acc[i]>0.8){tune[i]=tune[i]*2
} else if(acc[i]>0.7){tune[i]=tune[i]*1.5
} else if(acc[i]>0.6){tune[i]=tune[i]*1.25
} else if(acc[i]>0.5){tune[i]=tune[i]*1.1
} else if(acc[i]>0.48){tune[i]=tune[i]*1.05
} else if(acc[i]<0.1){tune[i]=tune[i]*0.5
} else if(acc[i]<0.25){tune[i]=tune[i]*0.75
} else if(acc[i]<0.35){tune[i]=tune[i]*0.9
} else if(acc[i]<0.4){tune[i]=tune[i]*.95
}# else{}
}}
if(dim>1){
for(i in 1:2){
if(acc[i] <= 0.48 & acc[i] >= 0.4){tune[i] = tune[i]
} else if(acc[i]>0.9){tune[i]=tune[i]*3
} else if(acc[i]>0.8){tune[i]=tune[i]*2
} else if(acc[i]>0.7){tune[i]=tune[i]*1.5
} else if(acc[i]>0.6){tune[i]=tune[i]*1.25
} else if(acc[i]>0.5){tune[i]=tune[i]*1.1
} else if(acc[i]>0.48){tune[i]=tune[i]*1.05
} else if(acc[i]<0.1){tune[i]=tune[i]*0.5
} else if(acc[i]<0.25){tune[i]=tune[i]*0.75
} else if(acc[i]<0.35){tune[i]=tune[i]*0.9
} else if(acc[i]<0.4){tune[i]=tune[i]*.95
}#else{}
#tune[i] = min(tune[i],20)
}
for(i in 1:n){
if(acc[i] <= 0.2 & acc[i] >= 0.26){tune[i] = tune[i]
} else if(acc[i]>0.9){tune[i]=tune[i]*3
} else if(acc[i]>0.8){tune[i]=tune[i]*2.5
} else if(acc[i]>0.7){tune[i]=tune[i]*2
} else if(acc[i]>0.55){tune[i]=tune[i]*1.5
} else if(acc[i]>0.4){tune[i]=tune[i]*1.25
} else if(acc[i]>0.3){tune[i]=tune[i]*1.1
} else if(acc[i]>0.26){tune[i]=tune[i]*1.05
} else if(acc[i]<0.05){tune[i]=tune[i]*0.75
} else if(acc[i]<0.15){tune[i]=tune[i]*0.8
} else if(acc[i]<0.18){tune[i]=tune[i]*0.85
} else if(acc[i]<0.2){tune[i]=tune[i]*.9
} # else{}
}
}
return(tune)
}
poor.acceptance=function(vector, dim){
if(dim>1){which(vector<0.10 | vector>0.4)}
else{which(vector<0.30 | vector>0.55)}
}