From 52043df84401d821cd82caba522a17d5a7f3a259 Mon Sep 17 00:00:00 2001 From: Julian Blank Date: Sun, 19 Nov 2023 10:36:51 -0800 Subject: [PATCH] Adding KGB to the documentation --- df-problems-kgb-test.py | 135 ---------------- docs/source/algorithms/moo/dnsga2.ipynb | 43 ++--- docs/source/algorithms/moo/kgb.ipynb | 151 ++++++++++++++++++ examples/algorithms/moo/dynamic_comparison.py | 70 ++++++++ examples/algorithms/moo/kgb.py | 20 +++ kgb-doku.md | 75 --------- ps.json | 1 - pymoo/algorithms/moo/kgb.py | 5 +- 8 files changed, 268 insertions(+), 232 deletions(-) delete mode 100755 df-problems-kgb-test.py create mode 100644 docs/source/algorithms/moo/kgb.ipynb create mode 100644 examples/algorithms/moo/dynamic_comparison.py create mode 100644 examples/algorithms/moo/kgb.py delete mode 100644 kgb-doku.md delete mode 100644 ps.json diff --git a/df-problems-kgb-test.py b/df-problems-kgb-test.py deleted file mode 100755 index 9b69b3479..000000000 --- a/df-problems-kgb-test.py +++ /dev/null @@ -1,135 +0,0 @@ -import json -import time -import matplotlib -matplotlib.use('Agg') -import matplotlib.pyplot as plt -from pymoo.algorithms.moo.dnsga2 import DNSGA2 -from pymoo.core.callback import CallbackCollection, Callback -from pymoo.optimize import minimize -from pymoo.problems import get_problem -from pymoo.problems.dyn import TimeSimulation -from pymoo.termination import get_termination -from pymoo.indicators.igd import IGD -from pymoo.indicators.hv import Hypervolume -from statistics import mean -from pymoo.algorithms.moo.kgb import KGB - -# Experimental Settings -n_var = 5 -change_frequency = 10 -change_severity = 1 -pop_size = 100 -max_n_gen = 30 * change_frequency -termination = get_termination("n_gen", max_n_gen) -problem_string = "df1" -verbose = False -seed = 1 - -# Metric Vars / Callbacks -po_gen = [] -igds = [] -hvs = [] -pof = [] -pos = [] - -def reset_metrics(): - global po_gen, igds, hvs, igds_monitor, hvs_monitor, pof, pos - po_gen = [] - igds = [] - hvs = [] - igds_monitor = [] - hvs_monitor = [] - pof = [] - pos = [] - -def update_metrics(algorithm): - - _F = algorithm.opt.get("F") - PF = algorithm.problem._calc_pareto_front() - igd = IGD(PF).do(_F) - hv = Hypervolume(pf=PF).do(_F) - - pos.append(algorithm.opt.get("X")) - igds.append(igd) - hvs.append(hv) - - po_gen.append(algorithm.opt) - - pof.append(PF) - -class DefaultDynCallback(Callback): - - def _update(self, algorithm): - - update_metrics(algorithm) - -# Function to run an algorithm and return the results -def run_algorithm(problem, algorithm, termination, seed, verbose): - reset_metrics() - simulation = TimeSimulation() - callback = CallbackCollection(DefaultDynCallback(), simulation) - res = minimize(problem, algorithm, termination=termination, callback=callback, seed=seed, verbose=verbose) - return res, igds, hvs - -# Function to plot metrics on an axis -def plot_metrics(ax, data, ylabel, label=None): - ax.set_xlabel("Generation") - ax.set_ylabel(ylabel) - ax.plot(data, label=label) - - -def main(): - # DNSGA2 - problem = get_problem(problem_string, taut=change_frequency, nt=change_severity, n_var=n_var) - algorithm = DNSGA2(pop_size=pop_size) - start = time.time() - res, igds, hvs = run_algorithm(problem, algorithm, termination, seed, verbose) - print("DNSGA2 Performance") - print(f'Time: {time.time() - start}') - print("MIGDS", mean(igds)) - print("MHV", mean(hvs)) - - fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5)) - plot_metrics(ax1, hvs, "Hypervolume", label="DNSGA2") - plot_metrics(ax2, igds, "IGD", label="DNSGA2") - - # KGB-DMOEA - problem = get_problem(problem_string, taut=change_frequency, nt=change_severity, n_var=n_var) - algorithm = KGB(pop_size=pop_size, save_ps=True) - start = time.time() - res, igds, hvs = run_algorithm(problem, algorithm, termination, seed, verbose) - - print("KGBDMOEA Performance") - print(f'Time: {time.time() - start}') - print("MIGDS", mean(igds)) - print("MHV", mean(hvs)) - - plot_metrics(ax1, hvs, "Hypervolume", label="KGB-DMOEA") - plot_metrics(ax2, igds, "IGD", label="KGB-DMOEA") - - # KGB-DMOA with PS Init load archive of POS - - with open('ps.json', 'r') as f: - ps = json.load(f) - - problem = get_problem(problem_string, taut=change_frequency, nt=change_severity, n_var=n_var) - algorithm = KGB(pop_size=pop_size, ps=ps, save_ps=True) - start = time.time() - res, igds, hvs = run_algorithm(problem, algorithm, termination, seed, verbose) - - print("KGBDMOEA Performance") - print(f'Time: {time.time() - start}') - print("MIGDS", mean(igds)) - print("MHV", mean(hvs)) - - plot_metrics(ax1, hvs, "Hypervolume", label="KGB-DMOA with PS Init") - plot_metrics(ax2, igds, "IGD", label="KGB-DMOA with PS Init") - - ax1.legend() - ax2.legend() - - plt.tight_layout() - plt.savefig('output_plot.png') - -if __name__ == '__main__': - main() \ No newline at end of file diff --git a/docs/source/algorithms/moo/dnsga2.ipynb b/docs/source/algorithms/moo/dnsga2.ipynb index 9df91d112..29ccaa5a3 100644 --- a/docs/source/algorithms/moo/dnsga2.ipynb +++ b/docs/source/algorithms/moo/dnsga2.ipynb @@ -43,34 +43,19 @@ "outputs": [], "source": [ "from pymoo.algorithms.moo.dnsga2 import DNSGA2\n", - "from pymoo.core.callback import CallbackCollection, Callback\n", + "from pymoo.core.callback import CallbackCollection\n", "from pymoo.optimize import minimize\n", "from pymoo.problems.dyn import TimeSimulation\n", "from pymoo.problems.dynamic.df import DF1\n", - "import matplotlib.pyplot as plt\n", + "\n", + "from pymoo.visualization.video.callback_video import ObjectiveSpaceAnimation\n", "\n", "problem = DF1(taut=2, n_var=2)\n", "\n", - "algorithm = DNSGA2()\n", + "algorithm = DNSGA2(version=\"A\")\n", "\n", "simulation = TimeSimulation()\n", "\n", - "\n", - "class ObjectiveSpaceAnimation(Callback):\n", - "\n", - " def _update(self, algorithm):\n", - " \n", - " if algorithm.n_gen % 20 == 0:\n", - " F = algorithm.opt.get(\"F\")\n", - " pf = algorithm.problem.pareto_front()\n", - "\n", - " plt.clf()\n", - " plt.scatter(F[:, 0], F[:, 1])\n", - " if pf is not None:\n", - " plt.plot(pf[:, 0], pf[:, 1], color=\"black\", alpha=0.7)\n", - "\n", - " plt.show()\n", - "\n", "res = minimize(problem,\n", " algorithm,\n", " termination=('n_gen', 100),\n", @@ -80,7 +65,25 @@ ] } ], - "metadata": {}, + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, "nbformat": 4, "nbformat_minor": 5 } diff --git a/docs/source/algorithms/moo/kgb.ipynb b/docs/source/algorithms/moo/kgb.ipynb new file mode 100644 index 000000000..9e7856ace --- /dev/null +++ b/docs/source/algorithms/moo/kgb.ipynb @@ -0,0 +1,151 @@ +{ + "cells": [ + { + "cell_type": "raw", + "metadata": { + "raw_mimetype": "text/restructuredtext" + }, + "source": [ + ".. _nb_kgb:" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "# KGB-DMOEA: Knowledge-Guided Bayesian Dynamic Multi-Objective Evolutionary Algorithm" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "KGB-DMOEA is a sophisticated evolutionary algorithm for dynamic multi-objective optimization problems (DMOPs). It employs a knowledge-guided Bayesian classification approach to adeptly navigate and adapt to changing Pareto-optimal solutions in dynamic environments. This algorithm utilizes past search experiences, distinguishing them as beneficial or non-beneficial, to effectively direct the search in new scenarios." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Key Features\n", + "\n", + "\n", + "- **Knowledge Reconstruction-Examination (KRE):** Dynamically re-evaluates historical optimal solutions based on their relevance and utility in the current environment. \n", + "- **Bayesian Classification:** Employs a Naive Bayesian Classifier to forecast high-quality initial populations for new environments.\n", + "- **Adaptive Strategy:** Incorporates dynamic parameter adjustment for optimized performance across varying dynamic contexts." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Example" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'pymoo.algorithms.moo.kgb'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/var/folders/dp/fdf8szyn3zd4kcyh18gxsyvm0000gn/T/ipykernel_78338/2424210873.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mpymoo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0malgorithms\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmoo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkgb\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mKGB\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpymoo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcore\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcallback\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mCallbackCollection\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpymoo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptimize\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mminimize\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpymoo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproblems\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdyn\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mTimeSimulation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mpymoo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mproblems\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdynamic\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdf\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mDF1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'pymoo.algorithms.moo.kgb'" + ] + } + ], + "source": [ + "from pymoo.algorithms.moo.kgb import KGB\n", + "from pymoo.core.callback import CallbackCollection\n", + "from pymoo.optimize import minimize\n", + "from pymoo.problems.dyn import TimeSimulation\n", + "from pymoo.problems.dynamic.df import DF1\n", + "\n", + "from pymoo.visualization.video.callback_video import ObjectiveSpaceAnimation\n", + "\n", + "problem = DF1(taut=2, n_var=2)\n", + "\n", + "algorithm = KGB()\n", + "\n", + "simulation = TimeSimulation()\n", + "\n", + "res = minimize(problem,\n", + " algorithm,\n", + " termination=('n_gen', 100),\n", + " callback=CallbackCollection(ObjectiveSpaceAnimation(), simulation),\n", + " seed=1,\n", + " verbose=True)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "### Parameters \n", + "\n", + "- **perc_detect_change (float, optional):** Proportion of the population used to detect environmental changes. \n", + "- **perc_diversity (float, optional):** Proportion of the population allocated for introducing diversity. \n", + "- **c_size (int, optional):** Cluster size.\n", + "- **eps (float, optional):** Threshold for detecting changes. Default: \n", + "- **pertub_dev (float, optional):** Deviation for perturbation in diversity introduction. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### References" + ] + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "Yulong Ye, Lingjie Li, Qiuzhen Lin, Ka-Chun Wong, Jianqiang Li, Zhong Ming. “A knowledge guided Bayesian classification for dynamic multi-objective optimization”. Knowledge-Based Systems, Volume 251, 2022. Link to the paper" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.13" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/algorithms/moo/dynamic_comparison.py b/examples/algorithms/moo/dynamic_comparison.py new file mode 100644 index 000000000..ce4e0d82b --- /dev/null +++ b/examples/algorithms/moo/dynamic_comparison.py @@ -0,0 +1,70 @@ +from copy import copy + +import matplotlib.pyplot as plt +import pandas as pd + +from pymoo.algorithms.moo.dnsga2 import DNSGA2 +from pymoo.algorithms.moo.kgb import KGB +from pymoo.core.callback import CallbackCollection, Callback +from pymoo.indicators.igd import IGD +from pymoo.optimize import minimize +from pymoo.problems.dyn import TimeSimulation +from pymoo.problems.dynamic.df import DF1 + + +class DynamicIGD(Callback): + + def __init__(self) -> None: + super().__init__() + self.data = [] + + def _update(self, algorithm): + pf = algorithm.problem.pareto_front() + F = algorithm.opt.get("F") + time = algorithm.problem.time + igd = IGD(pf).do(F) + + entry = dict(time=time, igd=igd) + self.data.append(entry) + + def get(self): + df = pd.DataFrame(self.data) + migd = df['igd'].mean() + return migd, df + + +problem = DF1(taut=2, n_var=2) +n_time = 100 + +dnsga2 = DNSGA2(version="A") +dnsga2_migd = DynamicIGD() + +minimize(copy(problem), + dnsga2, + termination=('n_gen', n_time), + callback=CallbackCollection(dnsga2_migd, TimeSimulation()), + seed=1, + verbose=True) + +dnsga2_migd, dnsga2_igd_over_time = dnsga2_migd.get() + +kgb = KGB() +kgb_migd = DynamicIGD() + +minimize(copy(problem), + kgb, + termination=('n_gen', n_time), + callback=CallbackCollection(kgb_migd, TimeSimulation()), + save_history=True, + seed=1, + verbose=True) + +kgb_migd, kgb_igd_over_time = kgb_migd.get() + +plt.plot(dnsga2_igd_over_time['time'], dnsga2_igd_over_time['igd'], color='black', lw=0.7, label="DNSGA-II") +plt.plot(kgb_igd_over_time['time'], kgb_igd_over_time['igd'], color='red', lw=0.7, label="KGB") +plt.title("Dynamic Optimization") +plt.xlabel("Time") +plt.ylabel("IGD") +plt.legend() +plt.show() diff --git a/examples/algorithms/moo/kgb.py b/examples/algorithms/moo/kgb.py new file mode 100644 index 000000000..8f019e27b --- /dev/null +++ b/examples/algorithms/moo/kgb.py @@ -0,0 +1,20 @@ +from pymoo.algorithms.moo.kgb import KGB +from pymoo.core.callback import CallbackCollection +from pymoo.optimize import minimize +from pymoo.problems.dyn import TimeSimulation +from pymoo.problems.dynamic.df import DF1 + +from pymoo.visualization.video.callback_video import ObjectiveSpaceAnimation + +problem = DF1(taut=2, n_var=2) + +algorithm = KGB() + +simulation = TimeSimulation() + +res = minimize(problem, + algorithm, + termination=('n_gen', 100), + callback=CallbackCollection(ObjectiveSpaceAnimation(), simulation), + seed=1, + verbose=True) diff --git a/kgb-doku.md b/kgb-doku.md deleted file mode 100644 index 61c1290cd..000000000 --- a/kgb-doku.md +++ /dev/null @@ -1,75 +0,0 @@ -KGB-DMOEA (Knowledge-Guided Bayesian Dynamic -Multi-Objective Evolutionary Algorithm) Overview -KGB-DMOEA is a sophisticated evolutionary algorithm -for dynamic multi-objective optimization problems -(DMOPs). It employs a knowledge-guided Bayesian -classification approach to adeptly navigate and -adapt to changing Pareto-optimal solutions in -dynamic environments. This algorithm utilizes past -search experiences, distinguishing them as -beneficial or non-beneficial, to effectively direct -the search in new scenarios. Key Features - • Knowledge Reconstruction-Examination - (KRE): Dynamically re-evaluates historical - optimal solutions based on their relevance - and utility in the current environment. • - Bayesian Classification: Employs a Naive - Bayesian Classifier to forecast - high-quality initial populations for new - environments. • Adaptive Strategy: - Incorporates dynamic parameter adjustment - for optimized performance across varying - dynamic contexts. -Parameters • perc_detect_change (float, optional): - Proportion of the population used to detect - environmental changes. Default: 0.1. • - perc_diversity (float, optional): - Proportion of the population allocated for - introducing diversity. Default: 0.3. • - c_size (int, optional): Cluster size. - Default: 13. • eps (float, optional): - Threshold for detecting changes. Default: - 0.0. • ps (dict, optional): Record of - historical Pareto sets. Default: {}. • - pertub_dev (float, optional): Deviation for - perturbation in diversity introduction. - Default: 0.1. • save_ps (bool, optional): - Option to save Pareto set data. Default: - False. -Methods • __init__(**kwargs): Initializes the - KGB-DMOEA algorithm with the provided - parameters. • - knowledge_reconstruction_examination(): - Implements the KRE strategy. • - naive_bayesian_classifier(pop_useful, - pop_useless): Trains the Naive Bayesian - Classifier using useful and useless - populations. • add_to_ps(): Incorporates - the current Pareto optimal set into the - historical Pareto set. • - predicted_population(X_test, Y_test): - Constructs a predicted population based on - classifier outcomes. • - calculate_cluster_centroid(solution_cluster): - Calculates the centroid for a specified - solution cluster. • check_boundaries(pop): - Ensures all population solutions stay - within defined problem boundaries. • - random_strategy(N_r): Generates a random - population within the bounds of the - problem. • diversify_population(pop): - Introduces diversity to the population. • - _advance(**kwargs): Progresses the - optimization algorithm by one iteration. -Usage Example from pymoo.algorithms.moo.kgb import -KGB -# Define your problem -problem = ... -# Initialize KGB-DMOEA with specific parameters -algorithm = KGB( perc_detect_change=0.1, - perc_diversity=0.3, c_size=13, eps=0.0, ps={}, - pertub_dev=0.1, save_ps=False -) -# Execute the optimization -res = minimize(problem, algorithm, ...) References - 1. Yulong Ye, Lingjie Li, Qiuzhen Lin, Ka-Chun Wong, Jianqiang Li, Zhong Ming. “A knowledge guided Bayesian classification for dynamic multi-objective optimization”. Knowledge-Based Systems, Volume 251, 2022. Link to the paper diff --git a/ps.json b/ps.json deleted file mode 100644 index 4df9ce006..000000000 --- a/ps.json +++ /dev/null @@ -1 +0,0 @@ -{"0-0": {"solutions": [[0.5123317262563989, 0.2023380329950608, 0.0001821203314204961, 0.1126145256877617, 0.16580573612734895], [0.4327386354776238, 0.2566664997966296, 0.05996119426890481, 0.04261242210999726, 0.06504244022651949], [0.588124667994153, 0.13627955980572554, 0.05991768951221166, 0.12533148083265333, 0.042357244286428064], [0.5883609018435333, 0.13628031089314407, 0.05991768951221166, 0.12621114784214083, 0.042357244286428064], [0.6035987621284739, 0.13627955980572554, 0.04415633851740351, 0.12533148083265333, 0.042357244286428064], [0.5343227360064572, 0.13582744844496858, 0.0001530995016647968, 0.11192774139119151, 0.024048830629702506], [0.6474515488414054, 0.16351019304710707, 0.1532460554244126, 0.12108808422928172, 0.043477091822563846], [0.537221472935759, 0.04553664818909668, 0.031339917256603386, 0.009914682216209975, 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"centroid": [4.106708503533001e-12, 0.3134836450901187, 0.016065960814615626, 0.022356295142344353, 0.018235315034020445]}, "1-11": {"solutions": [[4.070654010808299e-12, 0.9930404641906206, 0.10518723325645885, 0.9736368534697782, 0.9996626314067248]], "centroid": [4.070654010808299e-12, 0.9930404641906206, 0.10518723325645885, 0.9736368534697782, 0.9996626314067248]}, "0-21": {"solutions": [[8.647990906284625e-14, 0.983205288683185, 0.9649990207938879, 0.9995104500834285, 0.16615493590245362], [1.0984743388335605e-14, 0.9536379297336499, 0.9993018004640717, 0.98526975667242, 0.21428809608617982], [8.647990906284625e-14, 0.975263369371852, 0.9234817800291617, 0.9996277702414705, 0.2377445689233213], [3.774111828180188e-14, 0.9111591657829713, 0.9237890389659131, 0.9982726181427716, 0.2377445689233213]], "centroid": [5.5421419948957495e-14, 0.9558164383929145, 0.9528929100632586, 0.9956701487850227, 0.213983042458819]}, "0-24": {"solutions": [[3.5435792754973106e-16, 0.0476294452882548, 0.8589095714463428, 0.11480118340180798, 0.014828193401611069]], "centroid": [3.5435792754973106e-16, 0.0476294452882548, 0.8589095714463428, 0.11480118340180798, 0.014828193401611069]}, "1-27": {"solutions": [[2.1291020162184093e-17, 0.9847854727104389, 0.9974756796267635, 0.14500175072336452, 0.948041255140271]], "centroid": [2.1291020162184093e-17, 0.9847854727104389, 0.9974756796267635, 0.14500175072336452, 0.948041255140271]}} \ No newline at end of file diff --git a/pymoo/algorithms/moo/kgb.py b/pymoo/algorithms/moo/kgb.py index f93e8cb42..ae049383a 100755 --- a/pymoo/algorithms/moo/kgb.py +++ b/pymoo/algorithms/moo/kgb.py @@ -4,7 +4,10 @@ from pymoo.algorithms.moo.nsga2 import NSGA2 from pymoo.util.nds.non_dominated_sorting import NonDominatedSorting from pymoo.core.population import Population -from sklearn.naive_bayes import GaussianNB +try: + from sklearn.naive_bayes import GaussianNB +except: + raise "Please install sklearn for KGB: pip install scikit-learn" def euclidean_distance(a, b):