Adding new experiment

Author: B-Moritz

alg/NSGA_II/conf/experiment_hash_based.yaml

@@ -2,7 +2,7 @@ defaults:
  - experiment: basic
 
 experiment:
-    repetitions: 1
+    repetitions: 10
     n_iterations: 150
     problem_names: ["ft06", "ft10", "ft20", "abz7", "abz8", "abz9", "la28", "la40"] #["la21", "la22", "la23", "la24", "la25", "la26", "la27", "la29"] 
     dump_population: False
@@ -15,14 +15,14 @@ quantum_hash_base_encoding:
     pop_object:
         _target_: qmea.QMEAPopulation
         N: 50
-        reset_fraction: 0 # Clip the bottom % -> reset chromosomes back to 50/50
+        reset_fraction: 0.1 # Clip the bottom % -> reset chromosomes back to 50/50
         activate_schedule: True
         decoding_method: "apply_operation_based_bierwirth"
         objectives: ["Makespan", "Mean Completion Time"]
         individual_type: QChromosomeHashMultisetImprovedEncoding #QChromosomeHashMultisetEncoding
         time_log: False
-        rotation_angles: "[0.1*np.pi, 0, 0.05*np.pi, 0, 0.05*np.pi, 0, 0.1*np.pi, 0]" #"[0.1*np.pi, 0, 0.02*np.pi, 0, 0.02*np.pi, 0, 0.1*np.pi, 0]" # "[0.1*np.pi, 0, 0.05*np.pi, 0, 0.05*np.pi, 0, 0.1*np.pi, 0]"
+        rotation_angles: "[0.1*np.pi, 0, 0.02*np.pi, 0, 0.02*np.pi, 0, 0.1*np.pi, 0]" #"[0.1*np.pi, 0, 0.02*np.pi, 0, 0.02*np.pi, 0, 0.1*np.pi, 0]" # "[0.1*np.pi, 0, 0.05*np.pi, 0, 0.05*np.pi, 0, 0.1*np.pi, 0]"
         group_partitions: 8 # The number of partitions in the population
-        individual_cfg:   
+        individual_cfg:
             mutation_rate: 0.3
             reset_frequency: 3

alg/NSGA_II/conf/experiment_improved_random_key.yaml

@@ -2,7 +2,7 @@ defaults:
 - experiment: basic
 
 experiment:
-    repetitions: 1
+    repetitions: 10
     n_iterations: 150
     problem_names: ["ft06", "ft10", "ft20", "abz7", "abz8", "abz9", "la28", "la40"] #["la21", "la22", "la23", "la24", "la25", "la26", "la27", "la29"]
     experiment_id: 2

alg/NSGA_II/experiment_comparison.ipynb

@@ -998,41 +998,6 @@
     "sns_ax_3 = sns.barplot(data=plot_df[\"N Non-dominated solutions\"], x=\"Problem\", y=\"mean\", hue=\"Candidate\", ax=ax[2])\n",
     "sns.move_legend(sns_ax_3, \"upper left\", bbox_to_anchor=(1, 1))"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

best_fronts_la24.png

@@ -1,11 +1,11 @@
 services:
-  classical_jssp:
-    build:
-      context: .
-    volumes:
-      - ./logdata_2:/QGA_JSSP/logdata_2
-    cpuset: "0"
-    command: ./run_classical_experiment.bash
+  #classical_jssp:
+  #  build:
+  #    context: .
+  #  volumes:
+  #    - ./logdata_2:/QGA_JSSP/logdata_2
+  #  cpuset: "0"
+  #  command: ./run_classical_experiment.bash
 
   #classical_jssp_2:
   #  build: