diff --git a/eo/contrib/irace/run_elite.sh b/eo/contrib/irace/run_elite.sh
new file mode 100755
index 000000000..61a074640
--- /dev/null
+++ b/eo/contrib/irace/run_elite.sh
@@ -0,0 +1,67 @@
+#!/bin/bash
+
+# Number of runs (=seeds).
+runs=50
+
+# You most probably want to run on release builds.
+exe="./release/fastga"
+
+outdir="$(date --iso-8601=minutes)_results_elites"
+mkdir ${outdir}
+
+# FIXME
+algos=(
+"--crossover-rate=1 --cross-selector=2 --crossover=1  --mutation-rate=2 --mut-selector=2 --mutation=8  --replacement=8"
+"--crossover-rate=4 --cross-selector=5 --crossover=2  --mutation-rate=3 --mut-selector=4 --mutation=9  --replacement=9"
+"--crossover-rate=1 --cross-selector=3 --crossover=8  --mutation-rate=2 --mut-selector=6 --mutation=3  --replacement=2"
+"--crossover-rate=2 --cross-selector=1 --crossover=1  --mutation-rate=2 --mut-selector=6 --mutation=9  --replacement=0"
+"--crossover-rate=4 --cross-selector=2 --crossover=2  --mutation-rate=4 --mut-selector=3 --mutation=7  --replacement=0"
+"--crossover-rate=0 --cross-selector=3 --crossover=2  --mutation-rate=4 --mut-selector=2 --mutation=6  --replacement=0"
+"--crossover-rate=3 --cross-selector=0 --crossover=3  --mutation-rate=4 --mut-selector=3 --mutation=10 --replacement=0"
+"--crossover-rate=0 --cross-selector=1 --crossover=0  --mutation-rate=3 --mut-selector=2 --mutation=10 --replacement=0"
+"--crossover-rate=2 --cross-selector=2 --crossover=2  --mutation-rate=4 --mut-selector=5 --mutation=10 --replacement=0"
+"--crossover-rate=4 --cross-selector=2 --crossover=2  --mutation-rate=4 --mut-selector=5 --mutation=9  --replacement=0"
+"--crossover-rate=3 --cross-selector=2 --crossover=10 --mutation-rate=4 --mut-selector=2 --mutation=10 --replacement=0"
+"--crossover-rate=2 --cross-selector=2 --crossover=5  --mutation-rate=4 --mut-selector=3 --mutation=9  --replacement=0"
+"--crossover-rate=3 --cross-selector=6 --crossover=2  --mutation-rate=4 --mut-selector=1 --mutation=10 --replacement=0"
+"--crossover-rate=1 --cross-selector=5 --crossover=9  --mutation-rate=4 --mut-selector=2 --mutation=8  --replacement=0"
+"--crossover-rate=2 --cross-selector=5 --crossover=2  --mutation-rate=4 --mut-selector=6 --mutation=8  --replacement=0"
+"--crossover-rate=2 --cross-selector=2 --crossover=10 --mutation-rate=4 --mut-selector=6 --mutation=10 --replacement=0"
+"--crossover-rate=3 --cross-selector=2 --crossover=2  --mutation-rate=4 --mut-selector=5 --mutation=10 --replacement=0"
+"--crossover-rate=4 --cross-selector=2 --crossover=2  --mutation-rate=4 --mut-selector=1 --mutation=8  --replacement=0"
+"--crossover-rate=4 --cross-selector=2 --crossover=2  --mutation-rate=4 --mut-selector=6 --mutation=9  --replacement=0"
+)
+
+pb=0 # Loop counter.
+for algo in "${algos[@]}" ; do
+    echo "Problem ${pb}"
+    echo -n "Runs: "
+
+    for seed in $(seq ${runs}) ; do # Iterates over runs/seeds.
+        # This is the command to be ran.
+        cmd="${exe} --full-log=1 --problem=${pb} --seed=${seed} ${algo}"
+        # echo ${cmd} # Print the command.
+
+        # Forge a directory/log file name
+        # (remove double dashs and replace spaces with underscore).
+        name_run="pb=${pb}_seed=${seed}_$(echo "${algo}" | sed 's/--//g' | sed 's/ /_/g')"
+        # echo $name_run
+
+        # Progress print.
+        echo -n "${seed} "
+
+        # Actually start the command.
+        ${cmd} > "${outdir}/${name_run}.dat" 2> "${outdir}/${name_run}.log"
+
+        # Check for the most common problem in the log file.
+        cat "${outdir}/${name_run}.log" | grep "illogical performance"
+    done
+
+    echo ""
+    perc=$(echo "scale=2;${pb}/${#algos[@]}*100" | bc)
+    echo -e "${perc}%\n"
+    pb=$((pb+1))
+
+done
+
+echo "Done"
diff --git a/eo/contrib/irace/run_irace_all.sh b/eo/contrib/irace/run_irace_all.sh
new file mode 100755
index 000000000..eff27d2d6
--- /dev/null
+++ b/eo/contrib/irace/run_irace_all.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+date -Iseconds
+echo "STARTS"
+
+for r in $(seq 15); do
+    echo "Run $r/15";
+    date -Iseconds
+    ./run_irace_parallel-batch.sh
+    date -Iseconds
+done
+
+echo "DONE"
+date -Iseconds
diff --git a/eo/contrib/irace/run_irace_parallel-batch.sh b/eo/contrib/irace/run_irace_parallel-batch.sh
new file mode 100755
index 000000000..91b73d7c3
--- /dev/null
+++ b/eo/contrib/irace/run_irace_parallel-batch.sh
@@ -0,0 +1,38 @@
+#!/bin/bash
+
+outdir="$(date --iso-8601=ns)_results_irace"
+mkdir ${outdir}
+cd ${outdir}
+
+run(){
+    p="$1"
+
+    echo "Problem ${p}"
+    res="results_problem_${p}"
+    mkdir ${res}
+    cd ${res}
+
+    # Fore some reason, irace absolutely need those files...
+    cp ../../irace-config/example.scen .
+    cp ../../irace-config/default.instances .
+    cp ../../release/fastga .
+    cat ../../irace-config/target-runner | sed "s/{{PROBLEM}}/${p}/" > ./target-runner
+    chmod u+x target-runner
+
+    # Generate the parameter list file.
+    ./fastga -h > fastga.param 2>/dev/null
+    # /usr/lib/R/site-library/irace/bin/irace --scenario example.scen 2>&1 | tee irace.log
+    /usr/lib/R/site-library/irace/bin/irace --scenario example.scen &> irace.log
+
+    cd ..
+    echo "Done problem ${p}"
+}
+
+N=5 # Somehow 5 is the fastest on my 4-cores machine.
+(
+for pb in $(seq 0 18); do 
+    ((i=i%N)); ((i++==0)) && wait
+    run "$pb" &
+done
+wait
+)