added local opt problem

src/benchmarks.rs

@@ -20,6 +20,7 @@ pub enum Problem {
     PoleBalancing,
     Proben1Train,
     Proben1Test,
+    LocalOpt,
 }
 
 #[derive(Debug)]
@@ -42,6 +43,7 @@ impl Benchmark {
             Problem::Half => Benchmark::SphereClassification(half()),
             Problem::Quarter => Benchmark::SphereClassification(quarter()),
             Problem::TwoQuarters => Benchmark::SphereClassification(two_quarters()),
+            Problem::LocalOpt => Benchmark::SphereClassification(local_opt()),
             Problem::Square => Benchmark::SphereClassification(square()),
             Problem::Cube => Benchmark::SphereClassification(cube()),
             Problem::Xor => Benchmark::Classification(xor()),
@@ -156,6 +158,15 @@ fn two_quarters() -> LabeledPoints {
         .collect::<LabeledPoints>()
 }
 
+fn local_opt() -> LabeledPoints {
+    (0..POLE_BALANCING_STEPS)
+        .map(|i| {
+            let angle = 2. * PI * i as f64 / POLE_BALANCING_STEPS as f64;
+            (vec![1., angle], angle <= PI / 3. || (angle >= 2. * PI / 3. && angle <= PI) || (angle >= 4. * PI / 3. && angle <= 11. * PI / 6.))
+        })
+        .collect::<LabeledPoints>()
+}
+
 fn square() -> LabeledPoints {
     vec![
         (vec![1., PI / 4.], false),

testing_job.sh

@@ -0,0 +1,32 @@
+#!/bin/sh
+
+#### General options
+### -- specify queue --
+#BSUB -q hpc
+### -- set the job Name --
+#BSUB -J Neuroevolution_testing
+### -- ask for number of cores (default: 1) --
+#BSUB -n 10
+### -- specify that the cores must be on the same host --
+#BSUB -R "span[hosts=1]"
+### -- specify that we need 4GB of memory per core/slot --
+#BSUB -R "rusage[mem=4GB]"
+### -- specify that we want the job to get killed if it exceeds 5 GB per core/slot --
+#BSUB -M 5GB
+### -- set walltime limit: hh:mm --
+#BSUB -W 24:00
+### -- set the email address --
+# please uncomment the following line and put in your e-mail address,
+# if you want to receive e-mail notifications on a non-default address
+#BSUB -u [email protected]
+### -- send notification at start --
+#BSUB -B
+### -- send notification at completion --
+#BSUB -N
+### -- Specify the output and error file. %J is the job-id --
+### -- -o and -e mean append, -oo and -eo mean overwrite --
+#BSUB -o ~/Output_%J.out
+#BSUB -e ~/Output_%J.err
+
+cd ~/code-master
+cargo run -- oneplusonena half -i 500 -t 1000 -o oneplusonena_half_500_1