diff --git a/optimierung_pymoo.ipynb b/optimierung_pymoo.ipynb
index ee7a3919488b3643e2a9753e37337e247aff1b1e..e2e371e48c316dcf8f5ff793758e2e5e2ac462d2 100644
--- a/optimierung_pymoo.ipynb
+++ b/optimierung_pymoo.ipynb
@@ -19,28 +19,31 @@
     "\n",
     "sowie die aus dem Pumpenkennfeld folgende Beziehung: \n",
     "\n",
-    "$\\Delta p=\\alpha_1 Q^2+\\alpha_2 Q n+\\alpha_3 n^2    : n\\epsilon \\{0\\},[n_{min},n_{max}] $\n",
+    "$\\Delta p=\\alpha_1 Q^2+\\alpha_2 Q n+\\alpha_3 n^2    : n \\in \\{0\\} \\cup [n_{\\mathrm{min}},n_{\\mathrm{max}}] $\n",
     "\n",
     "$P=\\beta_1 Q^3+\\beta_2 Q^2 n+\\beta_3 Q n^2+\\beta_4n^3+\\beta_5$  \n",
     "\n",
     "und die beziehung für den Druckverlust an den Ventilen:\n",
     "\n",
-    "$\\Delta p_{loss} = - \\frac{1}{2} \\varrho \\zeta \\cdot \\frac{Q^2}{A^{\\prime}} = -l Q^2 :l\\epsilon [l_{min}:\\infty )$\n",
+    "$\\Delta p_{\\mathrm{loss}} = - \\frac{1}{2} \\varrho \\zeta \\left(\\frac{Q}{A}\\right)^2 = -l Q^2 :l\\in [l_{\\mathrm{min}}:\\infty )$\n",
     "\n",
     "\n",
     "nun soll für einen Gegebenen Volumenstrom $Q$ eine Optimale Drehzahl bestimmt werden, welche die Pumpenlesitung minimiert.\n",
     "\n",
-    "$min P(n) , n\\epsilon [n_{min},n_{max}]$\n",
-    "\n",
-    "$ \\overrightarrow{n} = (1,n,n^2,n^3)^T$\n",
-    "\n",
-    "$min P = A \\overrightarrow{n}$\n",
-    "\n",
-    "$-n\\leqq n_{min}$\n",
-    "\n",
-    "$n\\leqq n_{max}$\n",
-    "\n",
+    "$$\n",
+    "\\begin{align*}\n",
+    "\\mathrm{min} \\sum_{p \\in \\mathcal{P}} Po_{p}  \\\\\n",
+    "Q_p = Q_{\\mathrm{target}, i} \\\\\n",
+    "Q_p \n",
+    ", n\\epsilon [n_{min},n_{max}] \\\\\n",
+    "\\overrightarrow{n} = (1,n,n^2,n^3)^T \\\\\n",
+    "min P = A \\overrightarrow{n} \\\\\n",
+    "-n\\leq n_{min} \\\\\n",
+    "n\\leq n_{max}\n",
+    "\\end{align*}\n",
+    "$$\n",
     "\n",
+    "Förderhöhe als constraint continuität fomulieren pro strang \n",
     "\n",
     "\n",
     "\n"
@@ -48,18 +51,57 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "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"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\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"
+     ]
+    }
+   ],
    "source": [
-    "!pip install -U pymoo"
+    "!pip install pyomo"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "R^20.9998289611292903\n",
+      "R^20.9994449560888792\n",
+      "LinearRegression(fit_intercept=False) LinearRegression()\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1471.8x1012 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "#Pump-Powercurve and Pump-Hightcurve\n",
     "import regression_own\n",
@@ -69,9 +111,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1471.8x1012 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "#Graph constroctor\n",
     "import multiDiGraph as gr\n",
@@ -82,7 +135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -92,7 +145,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -104,6 +157,17 @@
     "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"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "\n",
+    "Frage:  gibt es nur eine Lösung für Drehzahl?\n",
+    "\n",
+    "Bsp. Optimierung nach Dezentraler Pumpe um modell zu prüfen\n",
+    "\n"
+   ]
   }
  ],
  "metadata": {
diff --git a/regression_own.py b/regression_own.py
index d8215762c0839586241c0ccb5268100d5d8f9ff4..506b06833b8f71b5f9c12a6294c0c411e290edf3 100644
--- a/regression_own.py
+++ b/regression_own.py
@@ -48,5 +48,5 @@ def regress_pump():
     ax1.set_ylim([0,10])
     plt.tight_layout()
     print(f'R^2{LR_H.score(X,df['H'])}')
-    print(f'R^2{LR_P.score(X2,df['P'])}')
+    print(f'R^2{LR_P.score(X2,df['P']*1000)}')
     return LR_H,LR_P
\ No newline at end of file