diff --git a/optimierung_pymoo.ipynb b/optimierung_pymoo.ipynb index e2e371e48c316dcf8f5ff793758e2e5e2ac462d2..911caac2b24367665409a4bf5c40e2da4ae4d5c6 100644 --- a/optimierung_pymoo.ipynb +++ b/optimierung_pymoo.ipynb @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -59,17 +59,27 @@ "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", - "Requirement already satisfied: pyomo in c:\\users\\steinmann\\appdata\\roaming\\python\\python312\\site-packages (6.8.2)\n", - "Requirement already satisfied: ply in c:\\users\\steinmann\\appdata\\roaming\\python\\python312\\site-packages (from pyomo) (3.11)\n" + "Collecting pyomo\n", + " Downloading Pyomo-6.8.2-py3-none-any.whl.metadata (8.0 kB)\n", + "Collecting ply (from pyomo)\n", + " Downloading ply-3.11-py2.py3-none-any.whl.metadata (844 bytes)\n", + "Downloading Pyomo-6.8.2-py3-none-any.whl (3.7 MB)\n", + " ---------------------------------------- 0.0/3.7 MB ? eta -:--:--\n", + " ---------------------------------------- 3.7/3.7 MB 73.6 MB/s eta 0:00:00\n", + "Downloading ply-3.11-py2.py3-none-any.whl (49 kB)\n", + "Installing collected packages: ply, pyomo\n", + "Successfully installed ply-3.11 pyomo-6.8.2\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ + " WARNING: The script pyomo.exe is installed in 'C:\\Users\\steinmann\\AppData\\Roaming\\Python\\Python312\\Scripts' which is not on PATH.\n", + " Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\n", "\n", "[notice] A new release of pip is available: 24.2 -> 24.3.1\n", - "[notice] To update, run: python.exe -m pip install --upgrade pip\n" + "[notice] To update, run: C:\\Program Files\\Python312\\python.exe -m pip install --upgrade pip\n" ] } ], @@ -79,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 56, "metadata": {}, "outputs": [ { @@ -111,12 +121,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 42, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "<Figure size 1471.8x1012 with 1 Axes>" ] @@ -135,27 +145,96 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "<Compressed Sparse Column sparse array of dtype 'float64'\n", + "\twith 16 stored elements and shape (6, 8)>\n", + " Coords\tValues\n", + " (0, 0)\t1.0\n", + " (1, 0)\t1.0\n", + " (1, 1)\t1.0\n", + " (5, 1)\t1.0\n", + " (1, 2)\t1.0\n", + " (2, 2)\t1.0\n", + " (0, 3)\t1.0\n", + " (5, 3)\t1.0\n", + " (2, 4)\t1.0\n", + " (3, 4)\t1.0\n", + " (2, 5)\t1.0\n", + " (4, 5)\t1.0\n", + " (0, 6)\t1.0\n", + " (3, 6)\t1.0\n", + " (0, 7)\t1.0\n", + " (4, 7)\t1.0\n" + ] + } + ], "source": [ "import networkx as nx\n", - "Mtrx= nx.incidence_matrix(graph,nodes)" + "Mtrx= nx.incidence_matrix(graph,nodes)\n", + "print(Mtrx)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Durchfluss aus Incidenzmatrix beerechnen\n", + "\n", + "Zeilen = knoten \n", + "Spalten = kanten\n", + "Summe pro knoten = 0" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 66, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ValueError", + "evalue": "shapes (4,1) and (4,) not aligned: 1 (dim 1) != 4 (dim 0)", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[66], line 8\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mPumpPower\u001b[39m(Q,nrel,LR : LinearRegression):\n\u001b[0;32m 6\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m np\u001b[38;5;241m.\u001b[39mdot(np\u001b[38;5;241m.\u001b[39marray([Q\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m3\u001b[39m,(Q\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m)\u001b[38;5;241m*\u001b[39mnrel,Q\u001b[38;5;241m*\u001b[39mnrel\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m,nrel\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m3\u001b[39m])\u001b[38;5;241m.\u001b[39mreshape(\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m,\u001b[38;5;241m1\u001b[39m),LR\u001b[38;5;241m.\u001b[39mcoef_)\n\u001b[1;32m----> 8\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[43mPumpPower\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m5.\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m0.7\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mLR_P\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 9\u001b[0m modell \u001b[38;5;241m=\u001b[39m pyo\u001b[38;5;241m.\u001b[39mConcreteModel()\n\u001b[0;32m 10\u001b[0m \u001b[38;5;66;03m#notwendige Mengen zur Berechnung der Constraints\u001b[39;00m\n", + "Cell \u001b[1;32mIn[66], line 6\u001b[0m, in \u001b[0;36mPumpPower\u001b[1;34m(Q, nrel, LR)\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mPumpPower\u001b[39m(Q,nrel,LR : LinearRegression):\n\u001b[1;32m----> 6\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdot\u001b[49m\u001b[43m(\u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43marray\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[43mQ\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m(\u001b[49m\u001b[43mQ\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mnrel\u001b[49m\u001b[43m,\u001b[49m\u001b[43mQ\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mnrel\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mnrel\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m3\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreshape\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m-\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43mLR\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoef_\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[1;31mValueError\u001b[0m: shapes (4,1) and (4,) not aligned: 1 (dim 1) != 4 (dim 0)" + ] + } + ], "source": [ + "#defining abstract modell for given Network\n", + "import pyomo.environ as pyo\n", "import numpy as np\n", - "from pymoo.algorithms.moo.nsga2 import NSGA2\n", - "algorithm=NSGA2()\n", + "from sklearn.linear_model import LinearRegression\n", + "def PumpPower(Q,nrel,LR : LinearRegression):\n", + " return np.dot(np.array([Q**3,(Q**2)*nrel,Q*nrel**2,nrel**3]).reshape(-1,1),LR.coef_)\n", + "\n", + "print(PumpPower(5.,0.7,LR_P))\n", + "modell = pyo.ConcreteModel()\n", + "#notwendige Mengen zur Berechnung der Constraints\n", + "modell.nodes = pyo.Set(initialize=nodes)\n", + "modell.pumps = pyo.Set(doc='Pumpen',initialize=[node for node in graph.nodes if 'pump' in node])\n", + "\n", + "#Optimierungsvariable\n", + "modell.P = pyo.Var(modell.pumps)\n", + "\n", + "#modell.obj = pyo.Objective(expr=sum(modell.P[i] for i in modell.pumps),sense=min)\n", "\n", - "from pymoo.core.problem import Problem \n", - "from pymoo.visualization.fitness_landscape import FitnessLandscape\n", - "prob = Problem.__init__(Problem,n_var=1,n_obj=1,n_ieq_constr=2,n_ep_constr=0)\n" + "#modell.continuity_constraint = pyo.Constraint(modell.nodes,expr=sum(modell.nodes[j] for j in modell.nodes))\n", + "\n", + "#modell.pump_constraint = pyo.Constraint(modell.pumps,)\n", + "\n", + "modell.nodes.pprint()\n", + "modell.pumps.pprint()\n", + "\n" ] }, { @@ -186,7 +265,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.6" + "version": "3.12.5" } }, "nbformat": 4,