diff --git a/doc/notebooks/udp_pl2pl_N_impulses.ipynb b/doc/notebooks/udp_pl2pl_N_impulses.ipynb index 5285cc96..08bc5952 100644 --- a/doc/notebooks/udp_pl2pl_N_impulses.ipynb +++ b/doc/notebooks/udp_pl2pl_N_impulses.ipynb @@ -9,9 +9,11 @@ "In this tutorial, we use the {class}`pykep.trajopt.pl2pl_N_impulses` to study a single direct transfer between planets. \n", "\n", "The encoding is original with `pykep` and makes use of a decision vector (chromosome) in the form:\n", + "\n", "$$\n", "\\mathbf x = [t_0,T] + \\underbrace{[\\alpha_0,u_0,v_0,\\Delta V_0, ..... ]}_{\\text{propagations}} + \\underbrace{[\\alpha_{N-1}]}_{\\text{Lambert}} + \\underbrace{([t_f])}_{\\text{Optional phase term}}\n", "$$\n", + "\n", "to define an $N$ impulse trajectory starting at $t_0$ at the departure planet with a $\\Delta V_0$ and arriving at the target planet with a $\\Delta V_{N-1}$ and applying the remaining $\\Delta V_i$ at epochs encoded using the $\\alpha$-encoding for times (see [Multiple Gravity Assist (MGA)](<./udp_mga_1dsm.ipynb>)).\n", "\n", "This optimization problem is a nice tool to visualize and study the famous \"How many impulses?\" question which has a very complicated answer in general.\n", @@ -39,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -66,7 +68,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -74,7 +76,7 @@ "output_type": "stream", "text": [ "Multi-start:\n", - "19 6015.332075797623\n", + "19 5986.3894642652765\n", "The best solution found has a DV of 5.98639e+00 km/s\n" ] } @@ -114,12 +116,12 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -174,17 +176,17 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Total DV (m/s): 5986.3894567542975\n", - "Dvs (m/s): [219.50548717541758, 2899.336358455495, 2867.5476111233847]\n", - "Total DV (m/s): 360.0\n", - "Tofs (days): [205.942754530339, 154.05724546966098]\n" + "Total DV (m/s): 5986.389457982905\n", + "Dvs (m/s): [219.52008646422854, 2899.3365788308042, 2867.532792687872]\n", + "Total DV (m/s): 360.00000000000006\n", + "Tofs (days): [205.94359053771774, 154.05640946228232]\n" ] } ], @@ -197,12 +199,13 @@ "metadata": {}, "source": [ "# Are more impulses needed?\n", - "In the previous design we allowed maximum 3 impulses, but would more impulse be needed? We can quickly answer this question for this specidfic case by repeating the optimization allowing more impulses." + "In the previous design we allowed maximum 3 impulses, but would more impulse be needed? We can quickly answer this question for this speci\n", + "fic case by repeating the optimization allowing more impulses." ] }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -220,7 +223,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -228,7 +231,7 @@ "output_type": "stream", "text": [ "Multi-start:\n", - "19 5986.4429859569755\n", + "19 6306.174013339038\n", "The best solution found has a DV of 5.93793e+00 km/s\n" ] } @@ -239,12 +242,12 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -259,17 +262,17 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Total DV (m/s): 5937.927401550303\n", - "Dvs (m/s): [197.67866272605482, 2732.2724723889223, 230.95618532970028, 2777.020081105625]\n", + "Total DV (m/s): 5937.927390874737\n", + "Dvs (m/s): [197.6511836438095, 2732.3481744646388, 231.03876966271096, 2776.8892631035783]\n", "Total DV (m/s): 360.0\n", - "Tofs (days): [209.6658167574209, 102.48578131688357, 47.848401925695526]\n" + "Tofs (days): [209.66471833695857, 102.5265381278393, 47.80874353520212]\n" ] } ],