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socmeth.Rout
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socmeth.Rout
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R version 3.2.4 (2016-03-10) -- "Very Secure Dishes"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin13.4.0 (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
Natural language support but running in an English locale
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> ## File: socmeth.R Description: An R script to compare QCA, the Adaptive Lasso,
> ## and ISIS/SCAD Author: Jake Bowers This file lives at
> ## https://github.com/jwbowers/MethodGames To reproduce socmeth.Rout, run this
> ## file in batch mode: R CMD BATCH socmeth.R
>
> # Setup/Install Libraries If any of the following packages are not installed,
> # install them.
> neededpkgs <- c("QCA", "glmnet", "SIS", "compiler", "parallel", "data.table")
> localpkgs <- installed.packages()
> to.install <- neededpkgs[!(neededpkgs %in% localpkgs[, "Package"])]
> if (length(to.install) > 0) {
+ install.packages(to.install, dependencies = TRUE, repos= "http://cran.rstudio.org")
+ }
>
> ## Now load the packages
> library(QCA)
Loading required package: QCAGUI
To cite this package in publications, please use:
Dusa, Adrian (2007) User manual for the QCA(GUI) package in R.
Journal of Business Research 60(5), 576-586.
To run the graphical user interface, use: runGUI()
> library(glmnet)
Loading required package: Matrix
Loading required package: foreach
Loaded glmnet 2.0-3
> library(SIS)
Loading required package: ncvreg
Loading required package: survival
> library(data.table) ## trying this out for speed
>
> ## These next three lines may not work on Windows.
> library(compiler)
> library(parallel)
> numcores <- detectCores()
>
> # Now define functions: This section might easily live in another file but is
> # here for simplicity.
>
> makedatamatrix <- function(nfeatures, N) {
+ ## nfeatures: scalar integer, number of observed features of a case N: scalar,
+ ## integer, number of cases Here we allow each column of X to have different
+ ## numbers of 1s versus 0s but to have half 1 and half 0 on average.
+ data.table(replicate(nfeatures, sample(c(1, 0), size = N, replace = TRUE)))
+ ## Here we require exactly half of each X to be 1 versus 0.
+ ## data.table(replicate(nfeatures,sample(rep(c(1,0),N/2))))
+ }
>
> makeoutcome <- function(X, thetruth) {
+ ## X: a data.table object such as that arising from makedatamatrix() thetruth: is
+ ## a character evaluating to a logical thetruthession of the column names of X for
+ ## example, 'V1*V2*V3 | V3*V4 | V5' meaning Y is 1 if all of X1,X2,X3 are 1, OR if
+ ## X3 and X4 are 1, OR if X5 is 1. notice data.table syntax where the second
+ ## element is an thetruthession of column names
+ as.numeric(X[, eval(parse(text = thetruth))])
+ }
>
> makemodelmatrix <- function(thedata, interactionorder) {
+ ## thedata: a data.table or data.frame object interactionorder: a scalar integer
+ ## for the number of interactions to search over. Notice: No intercept
+ model.matrix(as.formula(paste("~(-1+.)^", interactionorder, sep = "")), data = thedata)
+ }
>
>
> fitfn <- function(y, X, DAT, thetruth) {
+ ## y: is the outcome X: is a matrix object arising from makemodelmatrix DAT: is a
+ ## data.frame object (some functions don't like data.tables or matrices) thetruth:
+ ## a character evaluting to a logical expression of the column names of X
+
+ ### Note: All fitters are wrapped in try() environments because sometimes,
+ ### especially if N is small, the fitters throw errors for some configurations of X
+ ### and y. In those cases, the function returns a NA.
+
+ message(".", appendLF = FALSE) ## print a dot to indicate speed of script
+
+ ## Represent thetruth in ways that can be compared to the output of the learners
+ truthparts <- gsub("\\s", "", strsplit(thetruth, "|", fixed = TRUE)[[1]])
+ truthpartstmp <- gsub("*", ":", truthparts, fixed = TRUE) ## for models using ':' rather than '*'
+ ## Identify any columns in X with no variance to remove later
+ novarX<-apply(X,2,var)
+
+ ## Adaptive Lasso (L1-penalized logistic regression weighted by an L2-penalized
+ ## logistic regression) Choose lambda by minimizing misclassification in k-fold
+ ## cross-validation
+ yF <- factor(y) ## glmnet wants y to be a factor if it is binary
+ theridge.cv <- try(cv.glmnet(X, yF, alpha = 0, type.measure = "class", family = "binomial",
+ standardize = TRUE, nfolds = min(round(nrow(X) / 2), 10), grouped = FALSE))
+
+ if (inherits(theridge.cv, "try-error")) {
+ lassofound <- NA
+ } else {
+ bhat <- as.matrix(coef(theridge.cv, s = "lambda.min"))[-1, 1] ## coef() is a sparseMatrix
+ if (all(bhat == 0)) {
+ ## if bhat is all zero then assign very close to zero weight to all. Amounts to
+ ## penalizing all of the second stage to zero.
+ bhat <- rep(.Machine$double.eps * 2, length(bhat))
+ }
+ adpen <- (1/pmax(abs(bhat), .Machine$double.eps)) ## the adaptive lasso weight
+
+ thelasso.cv <- try(cv.glmnet(X, yF, alpha = 1, type.measure = "class", family = "binomial",
+ exclude = which(bhat == 0), penalty.factor = adpen, standardize = TRUE,
+ nfolds = min(round(nrow(X)/2), 10), grouped = FALSE))
+
+ if (inherits(thelasso.cv, "try-error")) {
+ lassofound <- NA
+ } else {
+ thelasso.coef <- coef(thelasso.cv, s = "lambda.min")
+ nonzerolasso.coef <- row.names(thelasso.coef)[thelasso.coef[, 1] != 0][-1]
+ ### Did the adaptive lasso return non-zero coefs for the truth and only the truth?
+ lassofound <- setequal(truthpartstmp, nonzerolasso.coef)
+ }
+ }
+
+ ## QCA Use both 0 and 1 outcome as to be explained. Code 'found truth' if either
+ ## finds the truth.
+ theqcapos <- try(eqmcc(DAT, outcome = "Y"))
+ theqcaneg <- try(eqmcc(DAT, outcome = "Y", explain = "0"))
+ ### Did QCA return the truth and only the truth?
+ if (inherits(theqcapos, "try-error") | inherits(theqcaneg, "try-error")) {
+ qcafound <- NA
+ } else {
+ ## all.equal(theqcapos$solution,theqcapos$PIs)
+ pospis <- gsub("[a-z][0-9]?.\\*?", "", theqcapos$PIs)
+ pospis <- gsub("\\*$", "", pospis)
+ negpis <- gsub("[a-z][0-9]?.\\*?", "", theqcaneg$PIs)
+ negpis <- gsub("\\*$", "", negpis)
+ qcafound <- all(setequal(pospis, truthparts) | setequal(negpis, truthparts))
+ }
+
+ ## ISIS/SCAD
+ options(warn = -1) ## annoying warnings from glm.fit()
+ thesis <- try(SIS(x = X[,novarX!=0], y = y, family = "binomial", iter.max=100), silent = TRUE)
+ options(warn = 0) ## turn back on default warning behavior
+
+ if (inherits(thesis, "try-error")) {
+ sisfound <- NA
+ } else {
+ thesis.coef <- colnames(X)[thesis$ix]
+ sisfound <- setequal(truthpartstmp, thesis.coef)
+ }
+
+ ## LM
+ thelm <- try(lm.fit(x = X[,novarX!=0], y = y))
+ if (inherits(thelm, "try-error")) {
+ lmfound <- NA
+ } else {
+ thelm.coef <- coef(thelm)
+ nonzerolm.coef <- names(thelm.coef[zapsmall(thelm.coef,digits=10) !=0 & !is.na(thelm.coef)])
+ lmfound <- setequal(truthpartstmp, nonzerolm.coef)
+ }
+
+ ## GLM
+ theglm <- try(glm.fit(x = X[,novarX!=0], y = y, family=binomial(link="logit")))
+ if (inherits(theglm, "try-error")) {
+ glmfound <- NA
+ } else {
+ theglm.coef <- coef(theglm)
+ nonzeroglm.coef <- names(theglm.coef[zapsmall(theglm.coef,digits=10) !=0 & !is.na(theglm.coef)])
+ glmfound <- setequal(truthpartstmp, nonzeroglm.coef)
+ }
+
+ ## KRLS may be particularly promising for continuous features
+ ## thekrls<-krls(thedata,theY,derivative=TRUE) derivmat<-thekrls$derivatives
+ ## colnames(derivmat)<-colnames(thekrls$X) KRLS does not report interactions
+ ## although they are implied. Thanks to Chad Hazlett for suggesting something like
+ ## the following to assess relationships among marginals
+ ## krlsfound.fn<-function(one,two,X=thekrls$X,dmat=derivmat){
+ ## thelm<-lm(X[,one]~dmat[,two]) thesum<-summary(thelm)
+ ## pf(thesum$fstatistic[1],thesum$fstatistic[2],thesum$fstatistic[3],
+ ## lower.tail=FALSE)<=.05 } krlsfound<-all(krlsfound.fn('V1','V2'),
+ ## krlsfound.fn('V4','V5'))
+ return(c(qcafound = qcafound, lassofound = lassofound, sisfound = sisfound, lmfound = lmfound, glmfound = glmfound))
+ }
>
>
> ## This function makes a function that repeats the dataset and truth finding
> gamefn.maker <- function(nfeatures, N, thetruth, interactionorder) {
+ ## nfeatures: scalar integer, number of observed features of a case N: scalar,
+ ## integer, number of cases thetruth: is a character evaluating to a logical
+ ## thetruthession of the column names of X interactionorder: a scalar integer for
+ ## the number of interactions to search over.
+ force(nfeatures)
+ force(N)
+ force(thetruth)
+ force(interactionorder)
+ function() {
+ thedata <- makedatamatrix(nfeatures, N)
+ theX <- makemodelmatrix(thedata, interactionorder) ## all 4-way interactions
+ theY <- makeoutcome(thedata, thetruth)
+ while (sum(theY) %in% c(0, 1, N)) {
+ ## don't allow Y with only 1 positive obs or constant Y
+ thedata <- makedatamatrix(nfeatures, N)
+ theX <- makemodelmatrix(thedata, interactionorder)
+ theY <- makeoutcome(thedata, thetruth)
+ }
+ names(theY) <- row.names(theX)
+ thedata$Y <- theY
+ fitfn(y = theY, X = theX, DAT = as.data.frame(thedata), thetruth = thetruth)
+ }
+ }
>
>
> # Specify and Run the Games
> nplayers <- 100 * numcores ## In the published article I had 8 cores, so I had 800 players
>
> ## Easy game: All variables in truth, p<n
> thetruth <- "V1*V2*V3 | V4*V5"
> nfeatures <- 5
> N <- 40
>
>
> easygamefn <- gamefn.maker(nfeatures, N, thetruth, 4)
> cmp.easygamefn <- cmpfun(easygamefn, options = list(optimize = 3)) ## see if byte-compiling speeds up the runs
>
> ## Set seeds for random number generator. Since I am using a parallelize setup, I
> ## am going through some extra work to make these results reproducible
>
> if (numcores > 1) {
+ RNGkind("L'Ecuyer-CMRG")
+ set.seed(20130501)
+ mc.reset.stream()
+ } else {
+ set.seed(20130501)
+ }
>
> ## easygameresults<-replicate(nplayers,cmp.easygamefn())
> easygameresults <- mclapply(1:nplayers, function(i) { cmp.easygamefn() }, mc.cores = numcores, mc.set.seed = TRUE)
................Iter 1 : 2 4 5 6 7 8 11 13 14 15 16 17 19 20 21 23 24 25 26 27
Iter 1 : 4 5 7 8 9 13 14 15 16 17 19 20 21 24 25 26 27 28 29 30
Iter 1 : 1 4 6 7 8 9 11 13 15 16 19 20 21 22 24 25 26 27 29 30
Iter 1 : 4 5 7 8 9 11 15 16 17 19 20 21 22 23 24 25 26 27
Iter 1 : 4 5 9 10 11 12 13 14 15 16 18 20 21 22 24 25 26 27 29 30
Iter 1 : 3 5 6 7 9 10 12 14 15 16 18 19 20 21 22 23 25 26 27 29
Iter 1 : 4 6 7 8 9 10 11 13 15 16 17 18 19 21 22 24 25 26 27 28
Iter 1 : 4 5 7 8 9 13 14 15 16 19 20 21 22 23 24 25 26 27 29 30
Iter 1 : 1 3 5 6 7 8 9 10 12 13 14 15 16 18 20 21 24 25 27 29
Iter 1 : 2Iter 5 16 9 10 11: 12 414 15 16 176 718 21 8 9 22 1323 24 25 27 1528
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25 26 27 29
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Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13Iter 1 14: newix: 1 2 3 154 5 6 716 8 9 1710 11 12 1318 14 1719 18 19 2020 21 22 2123 24 25 2622 27 28 2329
24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27Iter 28 29 30
1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix:Iter 1 : newix: 1 1 2 3 24 5 6 7 3 8 9 410 11 12 13 514 17 18 196 20 21 722 23 24 825 26 279 28 29 30
10 11 12 13 14 17 18 19 20 21 22 23Iter 2 : 1 224 3 4 5 256 7 8 926 10 2711 12 13 14 15 16 17 18 19 2820 21 22 2329 24 25 3026 27 28
29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
.........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 Iter 32 4 5 6 7 8 : ix1:9 1015 11 12 13 14 16
17 18 19 20Model already selected
21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
..Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
..........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 Iter 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
...........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
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Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
.Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
..........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
.Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
..Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
..........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 2421 22 2524 25 26 2627
27
Iter 1 : 1 4 5 6 7 Iter 81 9 10 13 15 16 17 18 19 21 22 24 25 26 27
: ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
.Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
.Iter 2 : ix1: 15 16
Model already selected
.Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
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Model already selected
.........Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : ix1: 15 16
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : 1 4 5 6 7 8 9 10 13 15 16 17 18 19 21 22 24 25 26 27
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 Iter 4 1 : ix1: 15 516
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : ix1: 15 16
Iter 1 : ix1: 15 16
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
.Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : ix1: 15 16
Model already selected
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 1 : newix: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Iter 2 : 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
.Iter 2 : ix1: 15 16
Model already selected
Iter 2 : ix1: 15 16
Model already selected