xref: /dports/math/py-Pyomo/Pyomo-6.1.2/pyomo/dae/utilities.py

#  ___________________________________________________________________________
#
#  Pyomo: Python Optimization Modeling Objects
#  Copyright 2017 National Technology and Engineering Solutions of Sandia, LLC
#  Under the terms of Contract DE-NA0003525 with National Technology and
#  Engineering Solutions of Sandia, LLC, the U.S. Government retains certain
#  rights in this software.
#  This software is distributed under the 3-clause BSD License.
#  ___________________________________________________________________________

# If a user doesn't have numpy the needed collocation values can be read from
# the following dictionaries for up to 10 collocation points.

radau_tau_dict = dict()
radau_adot_dict = dict()
radau_adotdot_dict = dict()

radau_tau_dict[1] = [0.00000000000000000, 1.00000000000000000, ]
radau_adot_dict[1] = [[-1.00000000000000000, -1.00000000000000000, ],
                      [1.00000000000000000, 1.00000000000000000, ]]
radau_adotdot_dict[1] = [[0.00000000000000000, 0.00000000000000000, ],
                         [0.00000000000000000, 0.00000000000000000, ]]

radau_tau_dict[2] = [0.00000000000000000, 0.33333333333333331,
                     1.00000000000000000, ]
radau_adot_dict[2] = [[-4.00000000000000000, -2.00000000000000000,
                      2.00000000000000000, ],
                      [4.49999999999999911, 1.50000000000000000,
                       -4.49999999999999911, ],
                      [-0.49999999999999994, 0.49999999999999983,
                       2.49999999999999956, ]]
radau_adotdot_dict[2] = [[6.00000000000000000, 6.00000000000000000,
                          6.00000000000000000, ],
                         [-8.99999999999999822, -8.99999999999999822,
                          -8.99999999999999822, ],
                         [2.99999999999999956, 2.99999999999999956,
                          2.99999999999999956, ]]

radau_tau_dict[3] = [0.00000000000000000, 0.15505102572168220,
                     0.64494897427831788, 1.00000000000000000, ]
radau_adot_dict[3] = [[-9.00000000000000000, -4.13938769133981310,
                       1.73938769133981630, -2.99999999999999289, ],
                      [10.04880939982741417, 3.22474487139158850,
                       -3.56784008469040437, 5.53197264742180472, ],
                      [-1.38214273316074876, 1.16784008469040512,
                       0.77525512860840951, -7.53197264742180739, ],
                      [0.33333333333333343, -0.25319726474218079,
                       1.05319726474218167, 5.00000000000000089, ]]
radau_adotdot_dict[3] = [[36.00000000000000000, 26.69693845669907262,
                          -2.69693845669906551, -23.99999999999998579, ],
                         [-51.25918289415326967, -36.76428546632148908,
                          9.03367350481121889, 42.22550938934205078, ],
                         [20.59251622748660893, 12.29965982852211681,
                          -13.90238120034517166, -32.89217605600872218, ],
                         [-5.33333333333333393, -2.23231281889968969,
                          7.56564615223302539, 14.66666666666666963, ]]

radau_tau_dict[4] = [0.00000000000000000, 0.08858795951270398,
                     0.40946686444073388, 0.78765946176084856,
                     1.00000000000000000, ]
radau_adot_dict[4] = [[-16.00000000000000000, -7.15559202347522572,
                       2.50822508194848126, -1.96487795643240304,
                       4.00000000000000000, ],
                      [17.80758523451450515, 5.64410787595007868,
                       -5.04921463839143314, 3.49246615862542953,
                       -6.92348825644540966, ],
                      [-2.37791303706810631, 1.92350727705471236,
                       1.22110002889472469, -3.98451789578249116,
                       6.59523766962805347, ],
                      [0.82032780255359539, -0.58590148210381310,
                       1.75468098876082568, 0.63479209515516966,
                       -12.17174941318265979, ],
                      [-0.25000000000000150, 0.17387835257424678,
                       -0.43479146121258294, 1.82213759843428735,
                       8.50000000000003375, ]]
radau_adotdot_dict[4] = [[120.00000000000002842, 80.77386659356440646,
                          -6.12558744008319422, 2.49457798937631026,
                          59.99999999999991473, ],
                         [-167.81099920936088665, -108.53014807707648970,
                          19.13996123354024803, -5.55774820017956017,
                          -102.50641734094637059, ],
                         [64.47853847308765296, 33.70195692546346322,
                          -24.04456776658558681, 16.01268812735257541,
                          89.78248626844741409, ],
                         [-24.16753926372676275, -8.29000996475936880,
                          13.56458045001081913, -32.42528415633811534,
                          -92.27606892750115719, ],
                         [7.50000000000004352, 2.34433452280806431,
                          -2.53438647688229590, 19.47576623978871879,
                          45.00000000000021316, ]]

radau_tau_dict[5] = [0.00000000000000000, 0.05710419611451772,
                     0.27684301363812430, 0.58359043236891450,
                     0.86024013565621971, 1.00000000000000000, ]
radau_adot_dict[5] = [[-24.99999999999998934, -11.03867924120895161,
                       3.58306852250104768, -2.34417155790386644,
                       2.28263550020568218, -4.99999999999998934, ],
                      [27.78093394406463190, 8.75592397793835531,
                       -7.16138072014532057, 4.12216524624339797,
                       -3.87866321972407846, 8.41242422359434627, ],
                      [-3.64147849804922608, 2.89194261538012576,
                       1.80607772408358258, -4.49601712581350110,
                       3.39315191806494454, -6.97025611665680067, ],
                      [1.25254772116912538, -0.87518639620026994,
                       2.36379717606862361, 0.85676524539728360,
                       -5.18834090640715306, 8.77711420415049659, ],
                      [-0.59200316718453727, 0.39970520793996167,
                       -0.86590078028312090, 2.51832094921101479,
                       0.58123305258075575, -18.21928231108803686, ],
                      [0.19999999999999910, -0.13370616384921521,
                       0.27433807777519198, -0.65706275713435502,
                       2.80998365527971972, 12.99999999999998046, ]]
radau_adotdot_dict[5] = [[299.99999999999988631, 193.30767250574382388,
                          -12.94260048470914626, 4.01680944012088048,
                          -2.65348639942789077, -120.00000000000011369, ],
                          [-416.05571460180254917, -256.99169401863719031,
                           39.31282295335989829, -8.59570089776997293,
                           5.14998177149959702, 200.87922525110633387, ],
                          [155.76675211023618317, 76.96489565450156078,
                           -45.97406446951362113, 21.61006933401930041,
                           -7.68796759900843085, -161.94936171559132276, ],
                          [-58.33482863565966170, -18.65076273063174028,
                           23.95041306691950922, -35.27049804403287681,
                           31.47710816272410739, 186.04880918852478544, ],
                          [28.22379112722612859, 7.99493810747577882,
                           -6.09624628722275475, 22.52106574808429329,
                           -69.76374346781608438, -212.97867272403951233, ],
                          [-9.59999999999995346, -2.62504951845222578,
                           1.74967522116616792, -4.28174558042124787,
                           43.47810753202831080, 107.99999999999987210, ]]

radau_tau_dict[6] = [0.00000000000000000, 0.03980985705146874,
                     0.19801341787360807, 0.43797481024738633,
                     0.69546427335363914, 0.90146491420116948,
                     1.00000000000000000, ]
radau_adot_dict[6] = [[-36.00000000000000711, -15.78653932217885725,
                       4.92210694074628208, -2.96075238465032697,
                       2.43407205775748992, -2.63456859759603645,
                       6.00000000000010658, ],
                       [39.96978645997430846, 12.55970347629152073,
                        -9.80283871256804673, 5.18215783855881540,
                        -4.10823909345830174, 4.38578506340130758,
                        -9.94297742192795653, ],
                       [-5.18155025366218513, 4.07582598887629377,
                        2.52508140796374825, -5.54452290952744065,
                        3.49150290911372618, -3.46400504745112281,
                        7.67606215723310026, ],
                       [1.76075790144825750, -1.21720380846425580,
                        3.13222586264732650, 1.14161816684750228,
                        -5.06987875099333429, 3.95154245658764758,
                        -8.23273712821850268, ],
                       [-0.84940911985935841, 0.56623186694414962,
                        -1.15740999277439549, 2.97497625382130559,
                        0.71894419189765457, -6.81053943889139468,
                        11.63870727736906652, ],
                       [0.46708167876565621, -0.30710421225684736,
                        0.58338219245412648, -1.17801932705885992,
                        3.46004179608641227, 0.55465275700018646,
                        -25.63905488445393033, ],
                       [-0.16666666666666141, 0.10908601078800384,
                        -0.20254769846904672, 0.38454236200916614,
                        -0.92644311040306937, 4.01713280695099240,
                        18.49999999999969447, ]]
radau_adotdot_dict[6] = [[630.00000000000011369, 396.54850560676482019,
                          -24.85744144817510914, 6.76009741970790401,
                          -3.49992393717195682, 2.92254147231687966,
                          210.00000000000011369, ],
                          [-869.78996132627571569, -524.25860998479038244,
                           74.42097200503803833, -14.19811474379628180,
                           6.62453168299316530, -5.31473351050760812,
                           -347.17973033968110030, ],
                          [320.73627342386896544, 153.90868125004695344,
                           -84.06617913255860230, 33.55233528423758571,
                           -9.01718779800921766, 6.00595681392809411,
                           264.87167990774685222, ],
                          [-118.73411607342019636, -36.68950585393311314,
                           41.92433232904805607, -50.48791488764605617,
                           32.08939067396651978, -12.66778060664290706,
                           -275.31458997144886780, ],
                          [58.71474561680227566, 15.95063527339483755,
                           -10.49847307491926074, 29.90013111545132318,
                           -57.34807867927669633, 58.56656747411289388,
                           354.19642620195918425, ],
                          [-32.59360830764193651, -8.42709970780833828,
                           4.60480310763264100, -7.77295210269013381,
                           38.56768819963112804, -135.50588398238815557,
                           -428.24045246523792230, ],
                          [11.66666666666629837, 2.96739341632510722,
                           -1.52801378606603855, 2.24641791473642805,
                           -7.41642014213210032, 85.99333233918015651,
                           221.66666666666105812, ]]

radau_tau_dict[7] = [0.00000000000000000, 0.02931642715978489,
                     0.14807859966848425, 0.33698469028114536,
                     0.55867151877159871, 0.76923386202996824,
                     0.92694567131978900, 1.00000000000000000, ]
radau_adot_dict[7] = [[-49.00000000000001421, -21.39849085856454991,
                       6.51502179852680996, -3.73823715601904638,
                       2.82962981889280485, -2.61247344089161970,
                       3.00318659221646556, -6.99999999999705835, ],
                       [54.37443689412862113, 17.05528430442161181,
                        -12.94898869881147618, 6.52679743370207177,
                        -4.76041564316764010, 4.32945101663698750,
                        -4.94362383351764834, 11.49545520510287133, ],
                       [-7.00002400425923099, 5.47529951218552391,
                        3.37658514545231903, -6.91230492548291586,
                        3.99086031809394370, -3.35352800168034548,
                        3.70480267602441060, -8.51707242305759848, ],
                       [2.35566109198741191, -1.61858110519068976,
                        4.05401350392539683, 1.48374693100539568,
                        -5.66068833365461455, 3.69061793186311915,
                        -3.74572843137643474, 8.38103130196178014, ],
                       [-1.13228906610625679, 0.74965412823858335,
                        -1.48631397600665593, 3.59460335445588974,
                        0.89498029378042587, -6.03730918727312726,
                        4.78166562576183818, -10.03344165195551696, ],
                       [0.64689132676740668, -0.42189137598304860,
                        0.77285447377897387, -1.45021560122282223,
                        3.73589939150200845, 0.64999738660694650,
                        -8.78338875592014467, 15.09439394298104631, ],
                       [-0.38753338537515553, 0.25105021424626478,
                        -0.44494694720083683, 0.76703844918100050,
                        -1.54197850254845936, 4.57730094140838428,
                        0.53940593872494835, -34.42036637506053154, ],
                       [0.14285714285719683, -0.09232481935371889,
                        0.16177470033544300, -0.27142848561999122,
                        0.51171265709985936, -1.24405664667738725,
                        5.44368018806711085, 25.00000000000752820, ]]
radau_adotdot_dict[7] = [[1176.00000000000113687, 729.91469055677328015,
                          -43.99705165440991550, 11.09319581520685460,
                          -5.06492585326554945, 3.39620181819555000,
                          -3.23987336608297483, -335.99999999998067324, ],
                          [-1619.20889513581641950, -961.80954755690038382,
                           130.61915202258592217, -23.05926748673505244,
                           9.46476140435538582, -6.07426097472375659,
                           5.68160564288905334, 551.08748211418060237, ],
                          [591.45764413503638934, 278.97169877665686499,
                           -144.67589881629601223, 52.67022396165839382,
                           -12.29601631010507390, 6.43814372663587164,
                           -5.51652673198668708, -405.85864880032022484, ],
                          [-216.87396735187854802, -65.73232123018885886,
                           70.29838369672336285, -76.03933271744909916,
                           40.93682565375758031, -12.27856070330389571,
                           8.65728797388706539, 393.77000318215408470, ],
                          [106.91082287427600761, 28.40345847945117441,
                           -17.27717360830020255, 43.09652520936204212,
                           -67.31347956551157097, 49.49615347850028257,
                           -20.80944990243477832, -456.20281388413985724, ],
                          [-61.71343933596624254, -15.53132892474618387,
                           7.70766003923121445, -11.01359672248797494,
                           42.17208432901723825, -92.57530312896015801,
                           101.90967791837387324, 623.89986304565343289, ],
                          [37.14212052863845770, 9.12282838083766023,
                           -4.14735163396773032, 4.87648419403544153,
                           -11.13416017545824133, 63.99686169444935047,
                           -241.58643821502599280, -778.69588565766764532, ],
                          [-13.71428571429089871, -3.33947848188361718,
                           1.47227995443322612, -1.62423225359393264,
                           3.23491051720515799, -12.39923591080969345,
                           154.90371668037039399, 408.00000000014506440, ]]

radau_tau_dict[8] = [0.00000000000000000, 0.02247938643871247,
                     0.11467905316090524, 0.26578982278458346,
                     0.45284637366946501, 0.64737528288675206,
                     0.81975930826325683, 0.94373743946299427,
                     1.00000000000000000, ]
radau_adot_dict[8] = [[-64.00000000000002842, -27.87425774413988933,
                       8.35812744119628803, -4.65663103170724213,
                       3.35840944912858674, -2.86447035203517686,
                       2.83231625843346535, -3.38129885029598398,
                       8.00000000000247269, ],
                       [70.99500301886784825, 22.24259996433606545,
                        -16.59113019706197178, 8.11823601782297288,
                        -5.63972363739064519, 4.73592709079161978,
                        -4.64760820860593071, 5.52797002411787730,
                        -13.06099604196067787, ],
                       [-9.09751570679000920, 7.09031167389262862,
                        4.35999414207241820, -8.54518895924011623,
                        4.69201955824859773, -3.63184859257696058,
                        3.43555148904386343, -4.01565632541511075,
                        9.42749172353134313, ],
                       [3.03984525984412146, -2.08073537915066398,
                        5.12492476602846203, 1.88118564797551024,
                        -6.56903294216630407, 3.92643535657839049,
                        -3.38635187509532765, 3.80301840720573914,
                        -8.80358194947172734, ],
                       [-1.45199315226135184, 0.95733575045937824,
                        -1.86370389789729907, 4.35063566670475144,
                        1.10412720311081358, -6.26803995680457149,
                        4.16083546606599874, -4.27430073943198074,
                        9.61382400774353130, ],
                       [0.83299700675733690, -0.54072898089916266,
                        0.97031561191428606, -1.74911317938669364,
                        4.21599357684380305, 0.77234953700976872,
                        -7.26324408226995466, 5.80646148379917015,
                        -12.23423422630618695, ],
                       [-0.52539452304389933, 0.33849233242014176,
                        -0.58549937027751453, 0.96226841393810580,
                        -1.78522686380385132, 4.63313895406601084,
                        0.60993512965452401, -11.08565997531045966,
                        19.11652897581404886, ],
                       [0.33205809662591163, -0.21314332000205732,
                        0.36230408377735768, -0.57210967985645711,
                        0.97087801789264661, -1.96084361169319576,
                        5.86878601947365564, 0.52980837586298679,
                        -44.55903248937006822, ],
                       [-0.12499999999989404, 0.08012570308357210,
                        -0.13533257975200122, 0.21071710374945074,
                        -0.34744436186362104, 0.65735157466000993,
                        -1.61022019669692296, 7.08965759946875007,
                        32.49999999997948663, ]]
radau_adotdot_dict[8] = [[2015.99999999999886313, 1239.99192861138817534,
                          -72.88277336463374922, 17.51997492950863489,
                          -7.41622246398424068, 4.42474470018237298,
                          -3.45505836901634211, 3.58288090366227152,
                          503.99999999988972377, ],
                          [-2770.90657995308492900, -1630.48585774586695152,
                           215.22120434682165069, -36.18768862506749429,
                           13.75495994294169577, -7.84190921667504881,
                           5.98918207791984969, -6.14338585945915838,
                           -822.24204069615143453, ],
                          [1005.82154971304328228, 469.21734459367257841,
                           -235.46920462750665592, 80.94817109223765783,
                           -17.38851951467177059, 8.02560787757533944,
                           -5.55420891566086539, 5.43221355039884202,
                           591.48961950584555325, ],
                          [-366.22614016052142460, -109.66547335908660443,
                           112.51932381135310379, -114.03856697909043305,
                           55.72970078745805722, -14.51442473251881893,
                           8.09486048192019325, -7.18946818613449068,
                           -548.25173186668189373, ],
                          [179.44238293686481711, 47.03619970306451137,
                           -27.27385345069615141, 62.88550229946103798,
                           -87.72454888081045965, 54.76103907909609347,
                           -17.60455379230006656, 12.88533658273627225,
                           589.75733674210323443, ],
                          [-104.05015745498809565, -25.78505782347295394,
                           12.10417617061391127, -15.74842237796789846,
                           52.65566281481832789, -94.24763499920995002,
                           75.40796505095357816, -33.03228119939271323,
                           -725.83568034391191759, ],
                          [65.96867264341469195, 15.90701699696889904,
                           -6.76634970978365402, 7.09449560455202288,
                           -13.67330039262928665, 60.91049804570101855,
                           -144.88017667908607677, 167.08595546179009261,
                           1030.45215074421412282, ],
                          [-41.79972772471506914, -9.94444549812449807,
                           4.03330080026613302, -3.84025861091543419,
                           6.09951986279361336, -16.26166633443870069,
                           101.83369347076927625, -402.15401008789632442,
                           -1312.36965408491005292, ],
                          [15.74999999998665778, 3.72834452145616169,
                           -1.48582397643374797, 1.36679266728232918,
                           -2.03725215592977626, 4.74374558035409954,
                           -19.83170332537023484, 259.53275883437237326,
                           692.99999999946010121, ]]

radau_tau_dict[9] = [0.00000000000000000, 0.01777991514736346,
                     0.09132360789979158, 0.21430847939565514,
                     0.37193216458318179, 0.54518668480366450,
                     0.71317524285503242, 0.85563374295856065,
                     0.95536604470969477, 1.00000000000000000, ]
radau_adot_dict[9] = [[-81.00000000000004263, -35.21371041699546822,
                       10.44981407275295737, -5.70845918991450674,
                       3.99044636662769392, -3.24550641903763903,
                       2.97505006484350076, -3.07507805297768755,
                       3.76536828826786518, -8.99999999981996268, ],
                       [89.83153970403780875, 28.12161902100757516,
                        -20.72548579052329387, 9.94239702329991815,
                        -6.69350725779439415, 5.35846675253802118,
                        -4.87323434555169399, 5.01573191942259200,
                        -6.12808267753871405, 14.63498313988655752, ],
                       [-11.47427660946841854, 8.92081258803495913,
                        5.47503555213022963, -10.42353285499872761,
                        5.54233383841019744, -4.08518036375891924,
                        3.57529706687566495, -3.60730450562997618,
                        4.36265193579587596, -10.37866849427310001, ],
                       [3.81419058476079265, -2.60409926909004330,
                        6.34280963158119349, 2.33308547290572088,
                        -7.69671638040896333, 4.37120622211315357,
                        -3.47654384844780662, 3.35357051926256311,
                        -3.96795795485506630, 9.36337005841867942, ],
                       [-1.81155300867822211, 1.19114944341875217,
                        -2.29142421583034039, 5.22939639019224956,
                        1.34433116470738323, -6.88110084999686755,
                        4.18930008478254123, -3.66506200710954655,
                        4.15432435331247341, -9.65496582374520607, ],
                       [1.03663781378883102, -0.67091586184818763,
                        1.18833546410413593, -2.08959625363386436,
                        4.84142188082576919, 0.91711704250234427,
                        -7.13810812296376085, 4.78992579324240619,
                        -4.95650725767213451, 11.18360001233891587, ],
                       [-0.66086568819289371, 0.42434507579736425,
                        -0.72329307386970176, 1.15580121794353330,
                        -2.04989127776244118, 4.96429376658586285,
                        0.70108995663206752, -8.70492717485264045,
                        7.00050032393480937, -14.78888179412784076, ],
                       [0.44418925628006972, -0.28400708051187401,
                        0.47454560842802779, -0.72499641695966344,
                        1.16617483172783665, -2.16618785819994564,
                        5.66054337792040574, 0.58436218058158362,
                        -13.70873474131953351, 23.69369348149827204, ],
                       [-0.29097316363860704, 0.18563208227508743,
                        -0.30702892266744786, 0.45891161293728622,
                        -0.70715775483021392, 1.19915865821626211,
                        -2.43531772552310599, 7.33383174778555080,
                        0.52335960970632778, -56.05313057954246148, ],
                       [0.11111111111065723, -0.07082558208817376,
                        0.11669167389433072, -0.17300700177212647,
                        0.26256458849637060, -0.43226695095043116,
                        0.82192349146213350, -2.02505041947615805,
                        8.95507812083548060, 40.99999999984667909, ]]
radau_adotdot_dict[9] = [[3240.00000000000545697, 1980.53309732568800428,
                          -114.42620712287225615, 26.63664641748528084,
                          -10.72896282322562911, 5.95301849750194378,
                          -4.17155544005800039, 3.59391863655673660,
                          -3.94128334911420097, -719.99999999865576683, ],
                          [-4447.87608954420284135, -2600.49011655120557407,
                           336.67820261409178784, -54.78724845336546423,
                           19.80358715418515203, -10.49137062609861459,
                           7.18257226707373775, -6.11080090247105545,
                           6.65766018161684769, 1170.26881319972017081, ],
                          [1607.54452124670115154, 744.33437038919225870,
                           -365.33348732541799109, 120.87120189172378559,
                           -24.60077979956736272, 10.50864141856436618,
                           -6.48566513203763861, 5.22342907786128308,
                           -5.53176371170411585, -828.20732992586363252, ],
                          [-582.30354415434635484, -172.96394992509254962,
                           172.60201919117605485, -167.60896467269702725,
                           76.96551743950431046, -18.40402891132839613,
                           9.06302501116192616, -6.53885215341313142,
                           6.55556828523890545, 743.96162132556196411, ],
                          [283.73027874165160256, 73.72086649402709213,
                           -41.42307807001634501, 90.75418388888155619,
                           -117.99250491479705261, 66.81188544956808073,
                           -18.67902008318611706, 10.87078077136675347,
                           -9.89253198551369906, -760.96221976575043300, ],
                          [-164.13245300991698628, -40.27868700928837598,
                           18.24889512084277499, -22.38102011530529012,
                           68.90492055498853574, -110.01080844268177827,
                           74.97435376749007219, -25.26014270155025088,
                           18.97944038046850324, 867.87634172628565921, ],
                          [105.20693630086218207, 25.08698381043046766,
                           -10.24636666980788391, 10.02687310635811002,
                           -17.52572396327565230, 68.20843745319996287,
                           -132.64836072304211712, 112.03634693407799716,
                           -50.48223693779995358, -1109.56693125532456179, ],
                          [-70.92038990742307192, -16.65141728224165973,
                           6.43807006935959691, -5.64388925268779929,
                           7.95732764518548663, -17.92857590897373399,
                           87.40646672305888387, -219.03517600681502131,
                           260.56142963016372960, 1614.63866261219004627, ],
                          [46.52851810437505264, 10.83652812131320786,
                           -4.07266872679007008, 3.37989165362496635,
                           -4.32543145384469341, 8.04653426879890077,
                           -23.52549031272401692, 155.64156750393439665,
                           -633.54724802539033135, -2084.67562457484245897, ],
                          [-17.77777777770516465, -4.12767537282225661,
                           1.53462091943353940, -1.24767446403127380,
                           1.54205016083713886, -2.69373319840810233,
                           6.88367392321031701, -30.42107115646609117,
                           410.64096553667678791, 1106.66666666225228255, ]]

radau_tau_dict[10] = [0.00000000000000000, 0.01441240964887660,
                      0.07438738970919330, 0.17611665616301075,
                      0.30966757992765476, 0.46197040108073445,
                      0.61811723469592150, 0.76282301518486062,
                      0.88192102120915938, 0.96374218711743631,
                      1.00000000000000000, ]
radau_adot_dict[10] = [[-99.99999999999992895, -43.41678141933171986,
                        12.78928064012717414, -6.89033214590773468,
                        4.71424042220159834, -3.71562642618960126,
                        3.25251070724323199, -3.12664012305617689,
                        3.33194417248405728, -4.15343825603231664,
                        10.00000000127609212, ],
                        [110.88407538476806735, 34.69232502969869358,
                         -25.35018316532213589, 11.99292010956605736,
                         -7.90161259937806904, 6.12918393752630664,
                         -5.32194911936971948, 5.09292790632591164,
                         -5.41326630798914721, 6.73840799406796975,
                         -16.21476095669183337, ],
                        [-14.13042563810675745, 10.96676844740408185,
                         6.72156936753501100, -12.53860551309362670,
                         6.52193803323750032, -4.65517513349904100,
                         3.88652064846417034, -3.64160562711778191,
                         3.82491118384537998, -4.73094762798258017,
                         11.35599782133387237, ],
                        [4.67906394414677873, -3.18883618300925242,
                         7.70653109821361504, 2.83902732934281943,
                         -9.00782587641477051, 4.94836491503828491,
                         -3.74822938920076343, 3.34996523906387900,
                         -3.43085593463729754, 4.18801525759520477,
                         -10.00215748986232356, ],
                        [-2.21205943883240552, 1.45174133981855347,
                         -2.76982675905947850, 6.22423848775331479,
                         1.61463463535339669, -7.72023958723235815,
                         4.46475705244499466, -3.60534661369233866,
                         3.51747913458111894, -4.19212161008806028,
                         9.92280056892257534, ],
                        [1.26107133935179649, -0.81451429917717033,
                         1.42999497143838195, -2.47315028972017448,
                         5.58410178361652942, 1.08232042324193944,
                         -7.50084536449850159, 4.61850801153105017,
                         -4.07645816576527142, 4.64746574640746335,
                         -10.82798481006249425, ],
                        [-0.80471029795411542, 0.51556091762280776,
                         -0.87030740153648645, 1.36561463645567671,
                         -2.35414707076444429, 5.46793601540036356,
                         0.80890803856539795, -8.19834549755231023,
                         5.54059999854366225, -5.76068266835737575,
                         13.02507861791643684, ],
                        [0.54963518680933576, -0.35055212590198581,
                         0.57940256827736913, -0.86719768277172593,
                         1.35069903504403777, -2.39216273039997107,
                         5.82508173308438071, 0.65546003463534208,
                         -10.34477943836590796, 8.35305931088237230,
                         -17.67770050629743039, ],
                        [-0.38587167045980814, 0.24546694513846129,
                         -0.40091971022846828, 0.58509830261706175,
                         -0.86814375212516004, 1.39097894572954850,
                         -2.59346954582678180, 6.81506156755171588,
                         0.56694419152493958, -16.64851704635335139,
                         28.82039979943904484, ],
                        [0.25922119027812629, -0.16466772675814162,
                         0.26724017988160370, -0.38490377803763709,
                         0.55758559986584344, -0.85461660474897316,
                         1.45316814749785306, -2.96559387245064165,
                         8.97207959068006033, 0.51881094967812857,
                         -68.90167304690199046, ],
                        [-0.10000000000111019, 0.06348907449566861,
                         -0.10278178932642598, 0.14729054379857887,
                         -0.21147021062723262, 0.31903624519012241,
                         -0.52645290827396329, 1.00560897518571801,
                         -2.48859842500850359, 11.03994795085468539,
                         50.50000000038610182, ]]
radau_adotdot_dict[10] = [[4950.00000000001000444, 3012.45818548576608009,
                           -171.92807396683292609, 39.12368254110151611,
                           -15.22355173022060626, 8.04299673200512188,
                           -5.26196411361797800, 4.09877529060122470,
                           -3.77805277644074522, 4.30969851431291318,
                           990.00000001395073923, ],
                           [-6789.50954148942582833, -3951.38566209134569363,
                            504.57258995426855108, -80.23508601244702731,
                            28.00752278820436914, -14.12196953781221964,
                            9.02102948758601997, -6.93356185793709301,
                            6.34198920238668506, -7.20421773849466263,
                            -1604.78711251807726512, ],
                           [2446.17058314418500231, 1126.63684055919816274,
                            -544.35613668750829675, 175.31442005468170464,
                            -34.37866077254329866, 13.94478215590061154,
                            -8.00810267008409937, 5.80551036253291386,
                            -5.13604733090323862, 5.73012087396318748,
                            1122.41852183828268608, ],
                           [-882.67682717657521607, -260.69663442977798695,
                            255.11056670417383430, -240.47405916706395601,
                            105.80855022391517650, -23.91022250684795836,
                            10.89634601251998447, -7.02802676028693440,
                            5.83162488790799216, -6.28895769033908891,
                            -985.93738770249115078, ],
                           [428.12521662480554596, 110.56237292172352227,
                            -60.78008650703299054, 128.55302924034060652,
                            -159.40428515599177217, 84.66857988589373463,
                            -21.72650903317338589, 11.18586400415455273,
                            -8.30500240114122334, 8.46864426583795193,
                            973.45496651867551918, ],
                           [-246.75473480762772738, -60.15460530445014342,
                            26.60265923994862192, -31.34628853732772313,
                            91.36150260216422225, -135.67104500401671885,
                            83.93926689676683850, -24.64829978253280274,
                            14.79173951493723393, -13.70190884599441006,
                            -1053.37594860374701966, ],
                           [158.33831307548763334, 37.48000390509794499,
                            -14.90091247305119282, 13.93327820916493920,
                            -22.86655933407018892, 81.87194083529310262,
                            -142.08646851108039755, 102.56317033977524034,
                            -35.72304028380662544, 27.35746667833063839,
                            1247.31787653834112461, ],
                           [-108.48598176740225085, -25.25972749273964268,
                            9.47223310966056431, -7.88015157350419315,
                            10.32307656776792726, -21.08072888263477296,
                            89.93322727799926497, -184.81219612064086277,
                            161.98894275991787595, -74.48113721593693981,
                            -1636.38016330825212208, ],
                           [76.29926328362374477, 17.59755050097978568,
                            -6.38256792536444095, 4.98018184338134517,
                            -5.83759324925205192, 9.63545795644580494,
                            -23.85786681336078630, 123.37859657347641473,
                            -320.52177806741110544, 389.67404182444494154,
                            2422.70575486484585781, ],
                           [-51.30629088729910592, -11.77232624230349245,
                            4.19352221896064492, -3.16288229629453355,
                            3.50555428416709702, -5.25633362139525673,
                            10.75988955514463186, -33.40792424239023717,
                            229.48283922249345324, -954.28836921297772733,
                            -3158.41650766262318939, ],
                           [19.80000000021980000, 4.53400218785288978,
                            -1.60379366721661398, 1.19387569800088045,
                            -1.29555622403296056, 1.87654198775976155,
                            -3.60884808750712338, 9.79809219080568994,
                            -44.97321472272450649, 620.42461854547525490,
                            1683.00000001738249011, ]]


legendre_tau_dict = dict()
legendre_adot_dict = dict()
legendre_adotdot_dict = dict()
legendre_afinal_dict = dict()

legendre_tau_dict[1] = [0.00000000000000000, 0.50000000000000000, ]
legendre_adot_dict[1] = [[-2.00000000000000000, -2.00000000000000000, ],
                         [2.00000000000000000, 2.00000000000000000, ]]
legendre_adotdot_dict[1] = [[0.00000000000000000, 0.00000000000000000, ],
                            [0.00000000000000000, 0.00000000000000000, ]]
legendre_afinal_dict[1] = [-1.00000000000000000, 2.00000000000000000, ]

legendre_tau_dict[2] = [0.00000000000000000, 0.21132486540518713,
                        0.78867513459481287, ]
legendre_adot_dict[2] = [[-6.00000000000000000, -3.46410161513775439,
                          3.46410161513775350, ],
                          [6.46410161513775350, 2.99999999999999867,
                           -6.46410161513775527, ],
                          [-0.46410161513775472, 0.46410161513775461,
                           3.00000000000000000, ]]
legendre_adotdot_dict[2] = [[12.00000000000000000, 12.00000000000000000,
                             12.00000000000000000, ],
                             [-16.39230484541326405, -16.39230484541326405,
                              -16.39230484541326405, ],
                             [4.39230484541326405, 4.39230484541326405,
                              4.39230484541326405, ]]
legendre_afinal_dict[2] = [1.00000000000000000, -1.73205080756887853,
                           1.73205080756887719, ]

legendre_tau_dict[3] = [0.00000000000000000, 0.11270166537925834,
                        0.49999999999999989, 0.88729833462074226, ]
legendre_adot_dict[3] = [[-11.99999999999999645, -5.99999999999999822,
                          3.00000000000000000, -6.00000000000001421, ],
                          [13.12163891034569119, 4.99999999999999645,
                           -5.72748612183952233, 10.16397779494323395, ],
                          [-1.33333333333333304, 1.16397779494322196,
                           2.00000000000000533, -9.16397779494322151, ],
                          [0.21169442298763785, -0.16397779494322201,
                           0.72748612183951156, 4.99999999999999289, ]]
legendre_adotdot_dict[3] = [[59.99999999999997158, 46.47580015448897939,
                             0.00000000000002842, -46.47580015448902202, ],
                             [-82.06316679540748282, -62.06316679540748993,
                              6.66666666666661456, 75.39650012874085405, ],
                             [26.66666666666665009, 17.65053343632599336,
                              -13.33333333333329307, -44.31720010299263635, ],
                             [-4.60349987125914950, -2.06316679540749437,
                              6.66666666666664476, 15.39650012874080076, ]]
legendre_afinal_dict[3] = [-0.99999999999999645, 1.66666666666665364,
                           -1.33333333333332416, 1.66666666666666163, ]

legendre_tau_dict[4] = [0.00000000000000000, 0.06943184420297367,
                        0.33000947820757198, 0.66999052179243102,
                        0.93056815579702290, ]
legendre_adot_dict[4] = [[-20.00000000000000355, -9.43327565893721243,
                          3.72430573391146424, -3.72430573391140385,
                          9.43327565893692110, ],
                          [21.98973890127313524, 7.73861278752584170,
                           -7.20134099970690400, 6.34362221862489939,
                           -15.56386959855438334, ],
                          [-2.46548206404896098, 2.04508965030390266,
                           2.26138721247418006, -5.97155645948191527,
                           11.89278387805641479, ],
                          [0.59815998477037069, -0.43707080239579987,
                           1.44878203453368237, 2.26138721247403662,
                           -13.50080272596486530, ],
                          [-0.12241682199454294, 0.08664402350326535,
                           -0.23313398121242734, 1.09085276229439554,
                           7.73861278752593940, ]]
legendre_adotdot_dict[4] = [[179.99999999999997158, 125.72670690061997334,
                             -5.72670690061985965, -5.72670690061895016,
                             125.72670690061771381, ],
                             [-246.17014587396408842, -166.39765713180497642,
                              22.70209346695287422, 7.56503572918063583,
                              -204.73823615716273139, ],
                             [83.67739618075455610, 47.34890006452557998,
                              -30.21982057995266757, 8.12075844540986225,
                              144.46156392997050943, ],
                             [-22.14082193765889883, -8.22019077277292176,
                              15.07523677232551762, -23.26534225303723247,
                              -105.33285463822021200, ],
                             [4.63357163086848001, 1.54224093943233154,
                              -1.83080275870586817, 13.30625497906559573,
                              39.88281996479484093, ]]
legendre_afinal_dict[4] = [1.00000000000005329, -1.64070532173932548,
                           1.21439396979861636, -1.21439396979864811,
                           1.64070532173930372, ]

legendre_tau_dict[5] = [0.00000000000000000, 0.04691007703066801,
                        0.23076534494715878, 0.49999999999999767,
                        0.76923465505284816, 0.95308992296932671, ]
legendre_adot_dict[5] = [[-29.99999999999999645, -13.74066696148972966,
                          4.85177807260082616, -3.75000000000000355,
                          4.85177807260098248, -13.74066696148843292, ],
                          [33.07195697163451342, 11.18330013267038581,
                           -9.44759960151609590, 6.42011650355944496,
                           -8.01592078481075987, 22.42091502590413299, ],
                          [-3.87041820427842742, 3.13131216201181450,
                           2.81669986732958266, -6.22012045466986141,
                           6.19052235495304970, -16.19339023999791749, ],
                          [1.06666666666666399, -0.75873179598080620,
                           2.21788633227481746, 2.00000000000017453,
                           -7.39311627638205326, 15.41544322156842561, ],
                          [-0.34832238831592910, 0.23910122335368422,
                           -0.55712262029379156, 1.86599528883173571,
                           2.81669986732908306, -19.08560117865692263, ],
                          [0.08011695429317560, -0.05431476056534416,
                           0.11835794960467859, -0.31599133772139809,
                           1.55003676631008291, 11.18330013267076595, ]]
legendre_adotdot_dict[5] = [[419.99999999999982947, 278.49806922095024220,
                             -14.71744604136580392, -0.00000000000119371,
                             14.71744604136091539, -278.49806922093699768, ],
                             [-574.30238250892273300, -366.95347781100224438,
                              49.55003419903368922, -2.65879371365303996,
                              -22.96209706247395843, 451.99517324935129636, ],
                             [198.68090298370464097, 104.09960256052515604,
                              -59.58901220959256761, 21.32546038032049296,
                              11.88065010454926096, -317.35420636372941772, ],
                             [-59.73333333333316375, -20.31939521965934858,
                              28.96972952388082945, -37.33333333333214910,
                              13.27112041309614199, 276.74521194934067125, ],
                             [19.99370966420485374, 6.00991412485087828,
                              -5.20777714493021904, 21.32546038032136337,
                              -42.50058496011200759, -219.26451792806466301, ],
                             [-4.63889680565338036, -1.33471287566461294,
                              0.99447167297441119, -2.65879371365547845,
                              25.59346546357988927, 86.37640831403922448, ]]
legendre_afinal_dict[5] = [-1.00000000000002487, 1.62776671089034863,
                           -1.16110004422356416, 1.06666666666675636,
                           -1.16110004422360458, 1.62776671089023295, ]

legendre_tau_dict[6] = [0.00000000000000000, 0.03376524289842411,
                        0.16939530676686565, 0.38069040695841061,
                        0.61930959304157429, 0.83060469323316066,
                        0.96623475710156437, ]
legendre_adot_dict[6] = [[-41.99999999999993605, -18.91598687354210995,
                          6.27707018598655964, -4.25786745784672149,
                          4.25786745784724019, -6.27707018598746203,
                          18.91598687353456398, ],
                          [46.36937471058886473, 15.32559943877114961,
                           -12.27449151016940476, 7.31525360482739728,
                           -7.05084663619737029, 10.24428508749317501,
                           -30.68867482146182368, ],
                          [-5.55188252334920573, 4.42878459321007956,
                           3.55364671186248504, -7.21466693863796849,
                           5.51203293000726458, -7.41573149790712893,
                           21.57160573829168371, ],
                          [1.62055582214317195, -1.13579253120089896,
                           3.10459433591240153, 2.12075384936568234,
                           -6.81758425836822912, 7.14920104705762327,
                           -19.25696288834685177, ],
                          [-0.61233946054691502, 0.41365582265250200,
                           -0.89624888663108360, 2.57607655963439974,
                           2.12075384936873057, -9.35754649633609681,
                           19.97909959689369330, ],
                          [0.23091612123217989, -0.15373639381797002,
                           0.30843807418374597, -0.69100775654152158,
                           2.39364176517328087, 3.55364671185861347,
                           -25.84665393768474928, ],
                          [-0.05662467006817981, 0.03747594392724378,
                           -0.07300891114466557, 0.15145813919897436,
                           -0.41586510782973252, 2.10321533382305148,
                           15.32559943877357078, ]]
legendre_adotdot_dict[6] = [[840.00000000000034106, 540.64365692702745037,
                             -29.49852090486558609, 4.30940943239363605,
                             4.30940943240420893, -29.49852090482625044,
                             540.64365692693490928, ],
                             [-1148.45314479649096029, -710.55980476921922673,
                              93.76115559609706906, -11.14423553547817392,
                              -5.82317129649572962, 47.09684608675820527,
                              -874.82230924609734757, ],
                             [400.80870642748203636, 201.05438486370465512,
                              -107.78321107866594275, 37.68889433782248943,
                              -1.12326115476952282, -30.27496837960165976,
                              607.05266152757224063, ],
                             [-127.61291622770889376, -41.36116953176949096,
                              51.45159825594288350, -58.52913567412112172,
                              28.22512610388042731, 19.03118936364580804,
                              -524.47443280328877790, ],
                             [49.45902404982912515, 14.09194011206182040,
                              -10.35399107180189304, 32.51797774040460354,
                              -54.23628403759174432, 22.06641782049389278,
                              497.20520338354441492, ],
                             [-18.84093488066641342, -5.09807019969807662,
                              3.12511118370701624, -6.00264539161375055,
                              32.80951010098536358, -74.38313151534973144,
                              -411.09634686360561773, ],
                             [4.63926542755519922, 1.22906259789328987,
                              -0.70214198041270404, 1.15973509059472679,
                              -4.16132914840768731, 45.96216752888985013,
                              165.49156707494972807, ]]
legendre_afinal_dict[6] = [1.00000000000023448, -1.62038592448029561,
                           1.13226285721569386, -0.99615775754512259,
                           0.99615775754528868, -1.13226285721527953,
                           1.62038592448068686, ]

legendre_tau_dict[7] = [0.00000000000000000, 0.02544604382862073,
                        0.12923440720030088, 0.29707742431132150,
                        0.49999999999991773, 0.70292257568894334,
                        0.87076559279929833, 0.97455395617159768, ]
legendre_adot_dict[7] = [[-56.00000000000002132, -24.95699224983718167,
                          7.97122139249848516, -5.00831198289676394,
                          4.37500000000198241, -5.00831198289225199,
                          7.97122139249369610, -24.95699225001910193, ],
                          [61.88240931737417583, 20.16247512645392703,
                           -15.62938350372294138, 8.62518797240788615,
                           -7.25855126339792633, 8.18261458478745851,
                           -12.92982669404072027, 40.35246077250539543, ],
                          [-7.51136417565297521, 5.93964959590168462,
                           4.44314605069609136, -8.60507619697540882,
                           5.72724300702663669, -5.95689502166200402,
                           9.08643835931158250, -27.93020953999701916, ],
                          [2.26239965382932429, -1.57134500657698739,
                           4.12514030348138228, 2.39437882284758219,
                           -7.24530497884105618, 5.83011981449630134,
                           -8.13184727997964174, 24.12919609619037331, ],
                          [-0.91428571428556327, 0.61175686984007160,
                           -1.27015154289550058, 3.35183473001727927,
                           2.00000000001065326, -7.93086282864597791,
                           8.55812538746169338, -23.42957835555795398, ],
                          [0.40410445842773468, -0.26626825561008405,
                           0.51006822163588073, -1.04136216880175159,
                           3.06209619082384332, 2.39437882281619707,
                           -11.74691936186807517, 25.43427284718976011, ],
                          [-0.16545222365648835, 0.10823443910957012,
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                          [0.04218868396380355, -0.02751051928098867,
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                           0.18952405088461124, -0.53286941335658655,
                           2.74966214585377111, 20.16247512639485961, ]]
legendre_adotdot_dict[7] = [[1512.00000000000136424, 955.17220976465057447,
                             -52.52606617900892161, 9.73362464766137236,
                             0.00000000009731593, -9.73362464726801591,
                             52.52606618036497821, -955.17220976860744486, ],
                             [-2067.01606297140551760, -1253.38842277582011775,
                              162.29068757425784497, -22.20263024048540501,
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                             [725.02875733512803436, 353.97302134103586013,
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                              -7.98517305023528934, -7.75911289876353294,
                              56.23751353436750833, -1060.20229529192101836, ],
                             [-238.15771727410418634, -74.93409607897174851,
                              85.81194610517053434, -90.22157046901992317,
                              42.42833078878044262, -0.81172913281977799,
                              -43.91260651839991169, 901.77606559404171094, ],
                             [98.74285714284027904, 27.24730481156274209,
                              -18.13844470779939400, 49.08672625341207407,
                              -71.99999999991771915, 40.18741229017862793,
                              29.88538722871460607, -846.05300126176780395, ],
                             [-44.10991564822214883, -11.52331314083262725,
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                              35.58851715762842360, 838.36528265599690712, ],
                             [18.15063352060668578, 4.62062771987776166,
                              -2.31837696631370704, 3.09190071157253854,
                              -7.98517305038422975, 50.47855826441588079,
                              -123.43847608959974593, -710.84990166802811018],
                             [-4.63855210484354519, -1.16733164150181246,
                              0.56379833485978015, -0.69897155085565510,
                              1.55684226147673055, -6.47525709510402336,
                              77.42024387376613959, 289.95748429913328437, ]]
legendre_afinal_dict[7] = [-0.99999999999388223, 1.61577764856546224,
                           -1.11479680011004589, 0.95616200868280021,
                           -0.91428571427904048, 0.95616200868308665,
                           -1.11479680010902915, 1.61577764856526751, ]

legendre_tau_dict[8] = [0.00000000000000000, 0.01985507175123186,
                        0.10166676129318630, 0.23723379504185715,
                        0.40828267875199609, 0.59171732124838583,
                        0.76276620495730396, 0.89833323870751702,
                        0.98014492824851973, ]
legendre_adot_dict[8] = [[-72.00000000000004263, -31.86270482565715412,
                          9.92334055134359971, -5.93566167153326774,
                          4.77763876751639316, -4.77763876749992278,
                          5.93566167152931712, -9.92334055137200011,
                          31.86270482530939319, ],
                          [79.61124909724310328, 25.69261129630993423,
                           -19.49249456998708752, 10.23940120319386438,
                           -7.93798136828674217, 7.81415574863481766,
                           -9.63317863204990488, 16.04021892350741751,
                           -51.40631755760969668, ],
                          [-9.74954002373760176, 7.66481813729861372,
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                           6.30583618259248624, -5.71807461469641876,
                           6.78823557065591743, -11.09128684263623477,
                           35.23749930320694546, ],
                          [2.99348956666212596, -2.06676630520107674,
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                           -8.09856974150162934, 5.66351220251587861,
                           -6.11808325036549583, 9.57597223864975611,
                           -29.85316461647738606, ],
                          [-1.25563894938631093, 0.83496783603208580,
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                           6.54772240184247778, -9.32567356746433340,
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                          [0.59780304784827276, -0.39132273505648596,
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                          [-0.28956627242951177, 0.18808607902682645,
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                          [0.12487260336651484, -0.08078444839529625,
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                           -42.82153299233600308, ],
                          [-0.03266906956651982, 0.02109496564258326,
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                           -0.66691519188618820, 3.48904897803242653,
                           25.69261129644409536, ]]
legendre_adotdot_dict[8] = [[2520.00000000000090949, 1572.25586665412492948,
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                             -3.62760030437402747, -3.62760030387107690,
                             17.23854645773781158, -86.56014613432716942,
                             1572.25586664403408577, ],
                             [-3444.78427169258975482, -2060.96622834076197250,
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                              -27.30193785095434578, 139.10983548470085225,
                              -2534.46090176581992637, ],
                             [1212.13971195587168950, 581.23547563107376845,
                              -290.55498788776435504, 94.99384966198795155,
                              -15.03020634190829696, -0.33203744280103820,
                              16.97741290928615854, -93.59679903671849388,
                              1730.46278385835080371, ],
                             [-405.82587761327783937, -125.21659712030918854,
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                             [174.66117736495289137, 47.20422794611815220,
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                             [-84.06306918099681980, -21.47679674537697991,
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                              -1314.97632494899630728, ],
                             [40.93829020959897491, 10.17119383366238239,
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                             [-17.70364534892667407, -4.33504594341068561,
                              1.91205346445837066, -2.04327807251040916,
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                             [4.63768430536677023, 1.12790408487965221,
                              -0.48636016458222553, 0.49879506714018795,
                              -0.83408705964564955, 2.16460267487280067,
                              -9.82152744934405852, 123.49702856379471427,
                              474.62257752963921575, ]]
legendre_afinal_dict[8] = [1.00000000001314504, -1.61270748589470259,
                           1.10338136852272584, -0.93102825702025305,
                           0.86638605190870366, -0.86638605191483098,
                           0.93102825702786762, -1.10338136853157120,
                           1.61270748588940305, ]

legendre_tau_dict[9] = [0.00000000000000000, 0.01591988024618697,
                        0.08198444633668106, 0.19331428364971090,
                        0.33787328829809649, 0.49999999999998818,
                        0.66212671170135462, 0.80668571635292641,
                        0.91801555365888399, 0.98408011975617415, ]
legendre_adot_dict[9] = [[-90.00000000000000000, -39.63264119105327410,
                          12.12851059859160330, -7.01511384936590332,
                          5.34993851876735960, -4.92187499998496492,
                          5.34993851884806304, -7.01511384918430281,
                          12.12851059864581771, -39.63264119586531109, ],
                          [99.55598909732766799, 31.91536013986444686,
                           -23.85489675486203964, 12.11618628428273325,
                           -8.89850012739771046, 8.05731837847299914,
                           -8.68811464214157070, 11.34222819973757623,
                           -19.56194797369650473, 63.84742973644408437, ],
                          [-12.26675218688180102, 9.60473274422036560,
                           6.64337085452452136, -12.25034031333548867,
                           7.10415389171663669, -5.92064746522829122,
                           6.14067981568525134, -7.85310000897673888,
                           13.39356328769438598, -43.48024012045856779, ],
                          [3.81449796394589002, -2.62273389966038506,
                           6.58610571835654568, 3.20628182148887131,
                           -9.22059257050451109, 5.91709260879362375,
                           -5.57175633530281722, 6.80325700462606520,
                           -11.32921505756870495, 36.36946459829309219, ],
                          [-1.63735741828795756, 1.08416937549847714,
                           -2.14973507073915204, 5.18980295717751616,
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                           6.04369696171071880, -6.67786023102398563,
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                          [0.81269841269890952, -0.52963293110420040,
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                          [-0.42635267436474061, 0.27563309854307844,
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                           -1.57372259341792353, 4.28505213279403385,
                           2.23498718427579801, -11.05106266780826729,
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                          [0.21905670058542259, -0.14099568546145785,
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                          [-0.09783459447325787, 0.06281779684442529,
                           -0.10682157859191509, 0.16806687860617453,
                           -0.27984054103791955, 0.52875030544621326,
                           -1.24331461720656522, 4.56530718293380744,
                           6.64337085675415029, -53.02215506490960450, ],
                          [0.02605469944986686, -0.01670944769147080,
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                           0.07172121380402063, -0.13034664667884382,
                           0.28210669905274688, -0.81792918111806878,
                           4.32121077772326245, 31.91536013826765483, ]]
legendre_adotdot_dict[9] = [[3960.00000000000636646, 2449.23244343801252398,
                             -134.72506496165851786, 27.59243049492033606,
                             -7.75422491796734903, 0.00000000015825208,
                             7.75422491979861661, -27.59243048269217979,
                             134.72506501639145426, -2449.23244361997058149, ],
                             [-5412.95014989901119407, -3208.17855536706520070,
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                              15.50211814563954249, -1.05991994689429703,
                              -11.94607131914472120, 44.04606764111395023,
                              -216.54454283843188023, 3943.53308403724895470],
                             [1908.76955531210796835, 903.84506570014468707,
                              -442.97475672738892172, 141.51681733822647402,
                              -23.76992618115173173, 4.64481285598685645,
                              6.27911597627007723, -28.68584939636843956,
                              145.91599082331322279, -2678.97675480543648519],
                             [-647.14542122413854486, -196.98051639768942778,
                              205.82487724277052621, -198.13462877746178492,
                              86.35275504153446491, -14.91896698109690078,
                              -1.13594661549632292, 21.44316278575911383,
                              -119.26246439417218426, 2229.50369928581039858],
                             [285.03219640428966386, 75.93825793596778340,
                              -45.36507552646082786, 105.08180522210406593,
                              -134.00851970147965631, 70.00074073890996829,
                              -10.26244339015119067, -14.33379414972739596,
                              104.46842886771196390, -2027.93288474663859233],
                             [-143.03492063500803511, -35.99505507929153225,
                              17.46763759164375074, -23.23988396359330011,
                              76.13984118543359614, -117.33333333354978834,
                              69.83799490112349417, -0.81555950977733005,
                              -92.02320890177000479, 1954.49226417083968954, ],
                             [75.45565334056746565, 18.44693932638234912,
                              -8.09689973784180950, 8.72020106556462338,
                              -16.74124431754972875, 70.00074073864384161,
                              -127.52971877335448880, 82.02781000701139646,
                              67.20025308688440191, -1970.44156610286177056, ],
                             [-38.88710314434736404, -9.35646156393163864,
                              3.89064078190580886, -3.77926700503652313,
                              5.95224352173367777, -14.91896698113937703,
                              79.26456490565843183, -172.91219898934127741,
                              82.67177206120041433, 2041.87964445595162033, ],
                             [17.39708335182820420, 4.14897602736370885,
                              -1.67485523073538189, 1.54156343853406241,
                              -2.21561079444067488, 4.64481285590496640,
                              -15.27519941418322347, 111.28940449399883050,
                              -295.38391066845593969, -1779.28066500595127764],
                             [-4.63689350629434749, -1.10109401989310340,
                              0.43816841069640766, -0.39317887715633404,
                              0.54256801829518952, -1.05991994662241940,
                              3.01347881039413501, -14.46661239681800382,
                              188.23261695225846779, 736.45562233795976681, ]]
legendre_afinal_dict[9] = [-0.99999999984402166, 1.61055933587154243,
                           -1.09549656564146680, 0.91410685277652037,
                           -0.83551882927246868, 0.81269841260834375,
                           -0.83551882923754750, 0.91410685274218284,
                           -1.09549656564436848, 1.61055933583909083, ]

legendre_tau_dict[10] = [0.00000000000000000, 0.01304673574141415,
                         0.06746831665550607, 0.16029521585049855,
                         0.28330230293545766, 0.42556283050819915,
                         0.57443716949547696, 0.71669769705075892,
                         0.83970478417600680, 0.93253168331535052,
                         0.98695326427132968, ]
legendre_adot_dict[10] = [[-110.00000000000000000, -48.26653972946562732,
                           14.58422455235377413, -8.23538166798414295,
                           6.04826207842279473, -5.26156988704238415,
                           5.26156988692375194, -6.04826207854462439,
                           8.23538166830557827, -14.58422454882743580,
                           48.26653977557000985, ],
                           [121.71668148641451523, 38.83037195180988022,
                            -28.71203882173124100, 14.23657237574714429,
                            -10.06834355550596172, 8.61965936425299617,
                            -8.54958113447447943, 9.78275763528138498,
                            -13.28423132235461424, 23.48844594115318785,
                            -77.67431735310977103, ],
                           [-15.06318841233079908, 11.75963007377668035,
                            7.94706076240921533, -14.45264154521517597,
                            8.06821861591184231, -6.35474528458405885,
                            6.05889437968213329, -6.78555270364352481,
                            9.10074268431098687, -15.97775657714056585,
                            52.65200477837512949, ],
                           [4.72579792623377593, -3.23961139769343909,
                            8.02980653270048705, 3.71469204823513088,
                            -10.55227936000298250, 6.39426319021315681,
                            -5.52846235915797024, 5.90164742527308217,
                            -7.71035559947130622, 13.34112152034829357,
                            -43.65284594318689670, ],
                           [-2.06000933721320978, 1.35985522900652800,
                            -2.66061894362531248, 6.26315920858189656,
                            2.46254338424009367, -9.18573497129368377,
                            6.05874885367380678, -5.83716019930944618,
                            7.25338273975789427, -12.22554045458789140,
                            39.50979365427744483, ],
                           [1.04943919172252786, -0.68175463794580859,
                            1.22717505143961469, -2.22249620311669460,
                            5.37919464231942435, 2.04533185354943869,
                            -9.06690360499340997, 6.64956687773602972,
                            -7.45730831274040451, 11.98082234878989460,
                            -37.89646608805214356, ],
                           [-0.57596963692359993, 0.37112921771794782,
                            -0.64216120107171593, 1.05462287543726285,
                            -1.94728092377517736, 4.97623989924771859,
                            2.04533185206467927, -10.08148059787618678,
                            8.62518164085033590, -12.56583619935860696,
                            38.20709151175913121, ],
                           [0.32188251103402238, -0.20645439625097245,
                            0.34963785032787242, -0.54732920655391304,
                            0.91207343001765540, -1.77426384051519537,
                            4.90124995783930828, 2.46254338824522812,
                            -12.96921273733125624, 14.53652154514421113,
                            -40.66319448303887185, ],
                           [-0.17221184261765482, 0.11015691724576598,
                            -0.18425638727037441, 0.28097150273762012,
                            -0.44532931983758861, 0.78184280770199233,
                            -1.64764363828474392, 5.09596125379848708,
                            3.71469203771722212, -21.18667167713655530,
                            46.78230043223167911, ],
                           [0.07884777913692809, -0.05035660797934716,
                            0.08363505704009452, -0.12569182927851971,
                            0.19405981027277527, -0.32475123821449697,
                            0.62060214289693660, -1.47672572334488761,
                            5.47759069482251437, 7.94706078390704374,
                            -64.36127821899061985, ],
                           [-0.02126966545649496, 0.01357337977838241,
                            -0.02246445257250070, 0.03352244140928518,
                            -0.05111880205551231, 0.08372810675104618,
                            -0.15380633584957715, 0.33670472285016945,
                            -0.98586349356738034, 5.24605731940845121,
                            38.83037193772991458, ]]
legendre_adotdot_dict[10] = [[5940.00000000000909495, 3650.60621119290635761,
                              -200.52466195021406747, 41.56886837981528515,
                              -12.91007541273756942, 3.20426898918685765,
                              3.20426897979450587, -12.91007545982938609,
                              41.56886820874206023, -200.52466253305647115,
                              3650.60621304507822060, ],
                              [-8119.10522564299571968,
                               -4779.27030063000620430, 598.81843352328723995,
                               -87.59904001603354118, 24.92233012101314671,
                               -6.53052952505277062, -4.51486906193804316,
                               20.37521927781926934, -66.55405223726302211,
                               322.23777377075930417, -5872.73443966030481533],
                              [2867.37516521958332305, 1345.42951605546863902,
                               -649.94810035075261112, 204.01485853159874750,
                               -35.02651281911676051, 9.49687432999326120,
                               0.88246687665969148, -12.51602976308367943,
                               44.04307874586584148, -217.01232175581662887,
                               3974.46886194086710020, ],
                              [-980.71186352483744031, -295.59259832645250299,
                               300.63274824953089137, -281.96171854019064540,
                               119.60100102986473303, -22.05312417493166777,
                               4.08331288535759995, 7.85253436331038301,
                               -34.58596905278147915, 177.49349972571496892,
                               -3284.49966308706598284, ],
                              [438.65921908907404259, 115.67084484753382867,
                               -66.94251026972102636, 148.36553501226637763,
                               -181.80009152007932016, 91.56386361022600795,
                               -16.83729166214823181, -1.81163895240644024,
                               27.81573489937818522, -156.65252812072441202,
                               2956.06055632424750002, ],
                              [-225.94461629644376899, -56.25092040827590267,
                               26.35878647458429214, -33.26841222999621550,
                               102.11755671384275956, -148.44767755223068662,
                               84.71647733172090966, -12.93062571870521538,
                               -19.38991195906297094, 143.16011660558126550,
                               -2808.05844193727216407, ],
                              [124.70798457908202295, 30.14434976384028175,
                               -12.73992408228727413, 12.92824859689875439,
                               -22.96770178736812795, 87.20767047396154226,
                               -145.95648441593758093, 92.08048065397863979,
                               -0.95025169407655596, -129.54125424532398370,
                               2781.95187139803192622, ],
                              [-69.91591454459906174, -16.62021110238747212,
                               6.63427221207166440, -6.03370483302470006,
                               8.70100766266027392, -19.44652098139492580,
                               88.95463428189493982, -171.28744490161898284,
                               114.51609527899320540, 96.34429015810216868,
                               -2857.00992207556782887, ],
                              [37.47643302516524244, 8.82137958864823446,
                               -3.40579539515837126, 2.91455014697952919,
                               -3.79403081005474263, 6.97397976037029821,
                               -19.16245728452330610, 107.95443588945002489,
                               -244.46119936197482048, 119.73345306595348347,
                               2997.72844436084369590, ],
                              [-17.17740663749788510, -4.02026384351714050,
                               1.52266744980528657, -1.25933966773422412,
                               1.55357726414079522, -2.60959678371050963,
                               6.00481066076588021, -20.95690586320498028,
                               158.71244001051152850, -431.41311106981731882,
                               -2633.05960863876953226, ],
                              [4.63622473345746045, 1.08199286224006919,
                               -0.40591586114592104, 0.33015461943831514,
                               -0.39706044187436440, 0.64079185494469826,
                               -1.37486858908956577, 4.15005048165886947,
                               -20.71483283092484839, 276.17474439959875099,
                               1094.54612834228328211, ]]
legendre_afinal_dict[10] = [0.99999999956071406, -1.60899754383213178,
                            1.08981601730200239, -0.90212990629010470,
                            0.81429784307270081, -0.77746068027003834,
                            0.77746068041548966, -0.81429784304977582,
                            0.90212990635984425, -1.08981601689073226,
                            1.60899754350164637, ]