Régression parabolique non triviale

Réponses à toutes vos questions après le Bac (Fac, Prépa, etc.)
sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 15:10

Léon : quel logiciel as-tu utilisé Mathematica ?



Avatar de l’utilisateur
Ben314
Le Ben
Messages: 21709
Enregistré le: 11 Nov 2009, 21:53

Re: régression parabolique non triviale

par Ben314 » 20 Juin 2023, 15:13

pour le b je l'ai rajouté dans le post (et j'ai rajouté la valeur du delta_min que je trouve dans le post suivant)

Sinon, l'hurluberlu, c'est DzLogique ?

(Et je comprend pas comment ça se fait que Léon trouve pas pareil avec la même méthode . . . :pleur4: )
Qui n'entend qu'un son n'entend qu'une sonnerie. Signé : Sonfucius

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 15:22

non ça ne marche pas avec l'équation de la parabole de Léon ou avec la tienne
je te poste la sortie de mon programme avec la formule de Léon :
Code: Tout sélectionner
avant1
avant
apres
[199, 299]
[199, 300]
[199, 300]
[199, 300]
[199, 300]
[199, 300]
[199, 300]
[199, 301]
[199, 301]
[199, 301]
[199, 302]
[199, 302]
[199, 303]
[199, 303]
[199, 303]
[198, 305]
[199, 305]
[198, 306]
[198, 306]
[197, 309]
[198, 309]
[197, 311]
[198, 312]
[197, 313]
[197, 313]
[196, 317]
[197, 318]
[196, 319]
[196, 319]
[195, 320]
[195, 322]
[194, 326]
[194, 334]
[194, 335]
[192, 337]
[192, 341]
[192, 344]
[190, 351]
[191, 351]
[188, 358]
[189, 361]
[186, 370]
[188, 371]
[186, 371]
[186, 372]
[186, 374]
[185, 387]
[183, 390]
[182, 391]
[182, 392]
[184, 395]
[183, 398]
[182, 402]
[182, 405]
[179, 408]
[181, 409]
[180, 419]
[177, 419]
[178, 425]
[176, 428]
[177, 431]
[174, 435]
[173, 443]
[175, 444]
[170, 461]
[168, 472]
[169, 478]
[164, 492]
[163, 497]
nombre de points : 69
sommet = [200, 300]
E02=6447.8
E11=-1185.88
E20=218.957
E21=29378.3
E30=-5414.67
E12=-159723
E03=870115
E40=148892
E31=-806615
E22=4.37644e+06
E13=-2.37821e+07
E04=1.29441e+08
theta = 0 delta = 15034.6
theta = 0.18 delta = 27038.1
theta = 0.36 delta = 39424
theta = 0.54 delta = 52211.6
theta = 0.72 delta = 65420.1
theta = 0.9 delta = 79069
theta = 1.08 delta = 93177.5
theta = 1.26 delta = 107765
theta = 1.44 delta = 122850
theta = 1.62 delta = 138453
theta = 1.8 delta = 154592
theta = 1.98 delta = 171287
theta = 2.16 delta = 188558
theta = 2.34 delta = 206422
theta = 2.52 delta = 224900
theta = 2.7 delta = 244010
theta = 2.88 delta = 263771
theta = 3.06 delta = 284203
theta = 3.24 delta = 305324
theta = 3.42 delta = 327154
theta = 3.6 delta = 349711
theta = 3.78 delta = 373013
theta = 3.96 delta = 397081
theta = 4.14 delta = 421931
theta = 4.32 delta = 447584
theta = 4.5 delta = 474057
theta = 4.68 delta = 501369
theta = 4.86 delta = 529538
theta = 5.04 delta = 558582
theta = 5.22 delta = 588521
theta = 5.4 delta = 619371
theta = 5.58 delta = 651151
theta = 5.76 delta = 683878
theta = 5.94 delta = 717571
theta = 6.12 delta = 752247
theta = 6.3 delta = 787924
theta = 6.48 delta = 824619
theta = 6.66 delta = 862350
theta = 6.84 delta = 901133
theta = 7.02 delta = 940986
theta = 7.2 delta = 981926
theta = 7.38 delta = 1.02397e+06
theta = 7.56 delta = 1.06713e+06
theta = 7.74 delta = 1.11143e+06
theta = 7.92 delta = 1.15689e+06
theta = 8.1 delta = 1.20351e+06
theta = 8.28 delta = 1.25132e+06
theta = 8.46 delta = 1.30033e+06
theta = 8.64 delta = 1.35056e+06
theta = 8.82 delta = 1.40202e+06
theta = 9 delta = 1.45474e+06
theta = 9.18 delta = 1.50871e+06
theta = 9.36 delta = 1.56396e+06
theta = 9.54 delta = 1.62051e+06
theta = 9.72 delta = 1.67837e+06
theta = 9.9 delta = 1.73755e+06
theta = 10.08 delta = 1.79807e+06
theta = 10.26 delta = 1.85994e+06
theta = 10.44 delta = 1.92318e+06
theta = 10.62 delta = 1.9878e+06
theta = 10.8 delta = 2.05381e+06
theta = 10.98 delta = 2.12123e+06
theta = 11.16 delta = 2.19007e+06
theta = 11.34 delta = 2.26035e+06
theta = 11.52 delta = 2.33207e+06
theta = 11.7 delta = 2.40526e+06
theta = 11.88 delta = 2.47991e+06
theta = 12.06 delta = 2.55605e+06
theta = 12.24 delta = 2.63369e+06
theta = 12.42 delta = 2.71283e+06
theta = 12.6 delta = 2.79349e+06
theta = 12.78 delta = 2.87569e+06
theta = 12.96 delta = 2.95943e+06
theta = 13.14 delta = 3.04472e+06
theta = 13.32 delta = 3.13158e+06
theta = 13.5 delta = 3.22001e+06
theta = 13.68 delta = 3.31002e+06
theta = 13.86 delta = 3.40163e+06
theta = 14.04 delta = 3.49485e+06
theta = 14.22 delta = 3.58968e+06
theta = 14.4 delta = 3.68613e+06
theta = 14.58 delta = 3.78422e+06
theta = 14.76 delta = 3.88395e+06
theta = 14.94 delta = 3.98532e+06
theta = 15.12 delta = 4.08836e+06
theta = 15.3 delta = 4.19306e+06
theta = 15.48 delta = 4.29944e+06
theta = 15.66 delta = 4.4075e+06
theta = 15.84 delta = 4.51724e+06
theta = 16.02 delta = 4.62868e+06
theta = 16.2 delta = 4.74183e+06
theta = 16.38 delta = 4.85668e+06
theta = 16.56 delta = 4.97325e+06
theta = 16.74 delta = 5.09154e+06
theta = 16.92 delta = 5.21156e+06
theta = 17.1 delta = 5.3333e+06
theta = 17.28 delta = 5.45679e+06
theta = 17.46 delta = 5.58201e+06
theta = 17.64 delta = 5.70899e+06
theta = 17.82 delta = 5.83771e+06
theta = 18 delta = 5.96819e+06
theta = 18.18 delta = 6.10042e+06
theta = 18.36 delta = 6.23442e+06
theta = 18.54 delta = 6.37018e+06
theta = 18.72 delta = 6.50771e+06
theta = 18.9 delta = 6.64701e+06
theta = 19.08 delta = 6.78808e+06
theta = 19.26 delta = 6.93093e+06
theta = 19.44 delta = 7.07555e+06
theta = 19.62 delta = 7.22195e+06
theta = 19.8 delta = 7.37012e+06
theta = 19.98 delta = 7.52008e+06
theta = 20.16 delta = 7.67181e+06
theta = 20.34 delta = 7.82533e+06
theta = 20.52 delta = 7.98062e+06
theta = 20.7 delta = 8.1377e+06
theta = 20.88 delta = 8.29655e+06
theta = 21.06 delta = 8.45718e+06
theta = 21.24 delta = 8.61958e+06
theta = 21.42 delta = 8.78376e+06
theta = 21.6 delta = 8.94971e+06
theta = 21.78 delta = 9.11744e+06
theta = 21.96 delta = 9.28692e+06
theta = 22.14 delta = 9.45818e+06
theta = 22.32 delta = 9.6312e+06
theta = 22.5 delta = 9.80597e+06
theta = 22.68 delta = 9.9825e+06
theta = 22.86 delta = 1.01608e+07
theta = 23.04 delta = 1.03408e+07
theta = 23.22 delta = 1.05226e+07
theta = 23.4 delta = 1.07061e+07
theta = 23.58 delta = 1.08913e+07
theta = 23.76 delta = 1.10783e+07
theta = 23.94 delta = 1.1267e+07
theta = 24.12 delta = 1.14574e+07
theta = 24.3 delta = 1.16495e+07
theta = 24.48 delta = 1.18433e+07
theta = 24.66 delta = 1.20388e+07
theta = 24.84 delta = 1.2236e+07
theta = 25.02 delta = 1.24348e+07
theta = 25.2 delta = 1.26354e+07
theta = 25.38 delta = 1.28375e+07
theta = 25.56 delta = 1.30414e+07
theta = 25.74 delta = 1.32469e+07
theta = 25.92 delta = 1.3454e+07
theta = 26.1 delta = 1.36628e+07
theta = 26.28 delta = 1.38732e+07
theta = 26.46 delta = 1.40852e+07
theta = 26.64 delta = 1.42987e+07
theta = 26.82 delta = 1.45139e+07
theta = 27 delta = 1.47306e+07
theta = 27.18 delta = 1.49489e+07
theta = 27.36 delta = 1.51688e+07
theta = 27.54 delta = 1.53902e+07
theta = 27.72 delta = 1.56131e+07
theta = 27.9 delta = 1.58376e+07
theta = 28.08 delta = 1.60635e+07
theta = 28.26 delta = 1.6291e+07
theta = 28.44 delta = 1.65199e+07
theta = 28.62 delta = 1.67503e+07
theta = 28.8 delta = 1.69821e+07
theta = 28.98 delta = 1.72154e+07
theta = 29.16 delta = 1.74501e+07
theta = 29.34 delta = 1.76862e+07
theta = 29.52 delta = 1.79237e+07
theta = 29.7 delta = 1.81625e+07
theta = 29.88 delta = 1.84028e+07
theta = 30.06 delta = 1.86444e+07
theta = 30.24 delta = 1.88873e+07
theta = 30.42 delta = 1.91315e+07
theta = 30.6 delta = 1.93771e+07
theta = 30.78 delta = 1.96239e+07
theta = 30.96 delta = 1.98719e+07
theta = 31.14 delta = 2.01213e+07
theta = 31.32 delta = 2.03718e+07
theta = 31.5 delta = 2.06236e+07
theta = 31.68 delta = 2.08766e+07
theta = 31.86 delta = 2.11307e+07
theta = 32.04 delta = 2.1386e+07
theta = 32.22 delta = 2.16425e+07
theta = 32.4 delta = 2.19001e+07
theta = 32.58 delta = 2.21588e+07
theta = 32.76 delta = 2.24185e+07
theta = 32.94 delta = 2.26793e+07
theta = 33.12 delta = 2.29412e+07
theta = 33.3 delta = 2.32041e+07
theta = 33.48 delta = 2.3468e+07
theta = 33.66 delta = 2.37329e+07
theta = 33.84 delta = 2.39988e+07
theta = 34.02 delta = 2.42656e+07
theta = 34.2 delta = 2.45333e+07
theta = 34.38 delta = 2.48019e+07
theta = 34.56 delta = 2.50714e+07
theta = 34.74 delta = 2.53418e+07
theta = 34.92 delta = 2.5613e+07
theta = 35.1 delta = 2.5885e+07
theta = 35.28 delta = 2.61578e+07
theta = 35.46 delta = 2.64314e+07
theta = 35.64 delta = 2.67057e+07
theta = 35.82 delta = 2.69807e+07
theta = 36 delta = 2.72565e+07
theta = 36.18 delta = 2.75329e+07
theta = 36.36 delta = 2.781e+07
theta = 36.54 delta = 2.80878e+07
theta = 36.72 delta = 2.83661e+07
theta = 36.9 delta = 2.8645e+07
theta = 37.08 delta = 2.89245e+07
theta = 37.26 delta = 2.92046e+07
theta = 37.44 delta = 2.94851e+07
theta = 37.62 delta = 2.97662e+07
theta = 37.8 delta = 3.00477e+07
theta = 37.98 delta = 3.03296e+07
theta = 38.16 delta = 3.0612e+07
theta = 38.34 delta = 3.08948e+07
theta = 38.52 delta = 3.11779e+07
theta = 38.7 delta = 3.14614e+07
theta = 38.88 delta = 3.17452e+07
theta = 39.06 delta = 3.20293e+07
theta = 39.24 delta = 3.23137e+07
theta = 39.42 delta = 3.25983e+07
theta = 39.6 delta = 3.28831e+07
theta = 39.78 delta = 3.31681e+07
theta = 39.96 delta = 3.34533e+07
theta = 40.14 delta = 3.37387e+07
theta = 40.32 delta = 3.40242e+07
theta = 40.5 delta = 3.43097e+07
theta = 40.68 delta = 3.45953e+07
theta = 40.86 delta = 3.4881e+07
theta = 41.04 delta = 3.51667e+07
theta = 41.22 delta = 3.54523e+07
theta = 41.4 delta = 3.5738e+07
theta = 41.58 delta = 3.60235e+07
theta = 41.76 delta = 3.6309e+07
theta = 41.94 delta = 3.65944e+07
theta = 42.12 delta = 3.68796e+07
theta = 42.3 delta = 3.71647e+07
theta = 42.48 delta = 3.74496e+07
theta = 42.66 delta = 3.77342e+07
theta = 42.84 delta = 3.80186e+07
theta = 43.02 delta = 3.83028e+07
theta = 43.2 delta = 3.85866e+07
theta = 43.38 delta = 3.88701e+07
theta = 43.56 delta = 3.91533e+07
theta = 43.74 delta = 3.94361e+07
theta = 43.92 delta = 3.97185e+07
theta = 44.1 delta = 4.00005e+07
theta = 44.28 delta = 4.0282e+07
theta = 44.46 delta = 4.05631e+07
theta = 44.64 delta = 4.08437e+07
theta = 44.82 delta = 4.11237e+07
theta = 45 delta = 4.14032e+07
theta = 45.18 delta = 4.16821e+07
theta = 45.36 delta = 4.19604e+07
theta = 45.54 delta = 4.2238e+07
theta = 45.72 delta = 4.2515e+07
theta = 45.9 delta = 4.27914e+07
theta = 46.08 delta = 4.3067e+07
theta = 46.26 delta = 4.33419e+07
theta = 46.44 delta = 4.36161e+07
theta = 46.62 delta = 4.38894e+07
theta = 46.8 delta = 4.4162e+07
theta = 46.98 delta = 4.44338e+07
theta = 47.16 delta = 4.47047e+07
theta = 47.34 delta = 4.49747e+07
theta = 47.52 delta = 4.52438e+07
theta = 47.7 delta = 4.5512e+07
theta = 47.88 delta = 4.57793e+07
theta = 48.06 delta = 4.60456e+07
theta = 48.24 delta = 4.63109e+07
theta = 48.42 delta = 4.65752e+07
theta = 48.6 delta = 4.68384e+07
theta = 48.78 delta = 4.71006e+07
theta = 48.96 delta = 4.73618e+07
theta = 49.14 delta = 4.76218e+07
theta = 49.32 delta = 4.78807e+07
theta = 49.5 delta = 4.81384e+07
theta = 49.68 delta = 4.8395e+07
theta = 49.86 delta = 4.86504e+07
theta = 50.04 delta = 4.89046e+07
theta = 50.22 delta = 4.91575e+07
theta = 50.4 delta = 4.94092e+07
theta = 50.58 delta = 4.96596e+07
theta = 50.76 delta = 4.99088e+07
theta = 50.94 delta = 5.01566e+07
theta = 51.12 delta = 5.04032e+07
theta = 51.3 delta = 5.06483e+07
theta = 51.48 delta = 5.08921e+07
theta = 51.66 delta = 5.11346e+07
theta = 51.84 delta = 5.13756e+07
theta = 52.02 delta = 5.16152e+07
theta = 52.2 delta = 5.18534e+07
theta = 52.38 delta = 5.20901e+07
theta = 52.56 delta = 5.23254e+07
theta = 52.74 delta = 5.25592e+07
theta = 52.92 delta = 5.27915e+07
theta = 53.1 delta = 5.30223e+07
theta = 53.28 delta = 5.32516e+07
theta = 53.46 delta = 5.34793e+07
theta = 53.64 delta = 5.37055e+07
theta = 53.82 delta = 5.39302e+07
theta = 54 delta = 5.41532e+07
theta = 54.18 delta = 5.43747e+07
theta = 54.36 delta = 5.45946e+07
theta = 54.54 delta = 5.48129e+07
theta = 54.72 delta = 5.50295e+07
theta = 54.9 delta = 5.52446e+07
theta = 55.08 delta = 5.5458e+07
theta = 55.26 delta = 5.56697e+07
theta = 55.44 delta = 5.58799e+07
theta = 55.62 delta = 5.60883e+07
theta = 55.8 delta = 5.62952e+07
theta = 55.98 delta = 5.65003e+07
theta = 56.16 delta = 5.67038e+07
theta = 56.34 delta = 5.69056e+07
theta = 56.52 delta = 5.71057e+07
theta = 56.7 delta = 5.73042e+07
theta = 56.88 delta = 5.7501e+07
theta = 57.06 delta = 5.76961e+07
theta = 57.24 delta = 5.78895e+07
theta = 57.42 delta = 5.80812e+07
theta = 57.6 delta = 5.82713e+07
theta = 57.78 delta = 5.84597e+07
theta = 57.96 delta = 5.86465e+07
theta = 58.14 delta = 5.88316e+07
theta = 58.32 delta = 5.9015e+07
theta = 58.5 delta = 5.91968e+07
theta = 58.68 delta = 5.93769e+07
theta = 58.86 delta = 5.95555e+07
theta = 59.04 delta = 5.97324e+07
theta = 59.22 delta = 5.99077e+07
theta = 59.4 delta = 6.00814e+07
theta = 59.58 delta = 6.02536e+07
theta = 59.76 delta = 6.04242e+07
theta = 59.94 delta = 6.05932e+07
theta = 60.12 delta = 6.07608e+07
theta = 60.3 delta = 6.09268e+07
theta = 60.48 delta = 6.10914e+07
theta = 60.66 delta = 6.12545e+07
theta = 60.84 delta = 6.14162e+07
theta = 61.02 delta = 6.15765e+07
theta = 61.2 delta = 6.17355e+07
theta = 61.38 delta = 6.18931e+07
theta = 61.56 delta = 6.20494e+07
theta = 61.74 delta = 6.22044e+07
theta = 61.92 delta = 6.23583e+07
theta = 62.1 delta = 6.25109e+07
theta = 62.28 delta = 6.26625e+07
theta = 62.46 delta = 6.28129e+07
theta = 62.64 delta = 6.29623e+07
theta = 62.82 delta = 6.31107e+07
theta = 63 delta = 6.32582e+07
theta = 63.18 delta = 6.34048e+07
theta = 63.36 delta = 6.35505e+07
theta = 63.54 delta = 6.36956e+07
theta = 63.72 delta = 6.38399e+07
theta = 63.9 delta = 6.39837e+07
theta = 64.08 delta = 6.41269e+07
theta = 64.26 delta = 6.42697e+07
theta = 64.44 delta = 6.44121e+07
theta = 64.62 delta = 6.45542e+07
theta = 64.8 delta = 6.46961e+07
theta = 64.98 delta = 6.4838e+07
theta = 65.16 delta = 6.49799e+07
theta = 65.34 delta = 6.51219e+07
theta = 65.52 delta = 6.52641e+07
theta = 65.7 delta = 6.54068e+07
theta = 65.88 delta = 6.55499e+07
theta = 66.06 delta = 6.56937e+07
theta = 66.24 delta = 6.58383e+07
theta = 66.42 delta = 6.59839e+07
theta = 66.6 delta = 6.61305e+07
theta = 66.78 delta = 6.62784e+07
theta = 66.96 delta = 6.64278e+07
theta = 67.14 delta = 6.65789e+07
theta = 67.32 delta = 6.67318e+07
theta = 67.5 delta = 6.68868e+07
theta = 67.68 delta = 6.70441e+07
theta = 67.86 delta = 6.7204e+07
theta = 68.04 delta = 6.73667e+07
theta = 68.22 delta = 6.75324e+07
theta = 68.4 delta = 6.77016e+07
theta = 68.58 delta = 6.78745e+07
theta = 68.76 delta = 6.80514e+07
theta = 68.94 delta = 6.82326e+07
theta = 69.12 delta = 6.84187e+07
theta = 69.3 delta = 6.86099e+07
theta = 69.48 delta = 6.88067e+07
theta = 69.66 delta = 6.90096e+07
theta = 69.84 delta = 6.9219e+07
theta = 70.02 delta = 6.94355e+07
theta = 70.2 delta = 6.96597e+07
theta = 70.38 delta = 6.98922e+07
theta = 70.56 delta = 7.01336e+07
theta = 70.74 delta = 7.03846e+07
theta = 70.92 delta = 7.0646e+07
theta = 71.1 delta = 7.09186e+07
theta = 71.28 delta = 7.12034e+07
theta = 71.46 delta = 7.15012e+07
theta = 71.64 delta = 7.18132e+07
theta = 71.82 delta = 7.21405e+07
theta = 72 delta = 7.24843e+07
theta = 72.18 delta = 7.2846e+07
theta = 72.36 delta = 7.3227e+07
theta = 72.54 delta = 7.3629e+07
theta = 72.72 delta = 7.40538e+07
theta = 72.9 delta = 7.45033e+07
theta = 73.08 delta = 7.49796e+07
theta = 73.26 delta = 7.54851e+07
theta = 73.44 delta = 7.60225e+07
theta = 73.62 delta = 7.65946e+07
theta = 73.8 delta = 7.72047e+07
theta = 73.98 delta = 7.78563e+07
theta = 74.16 delta = 7.85536e+07
theta = 74.34 delta = 7.93009e+07
theta = 74.52 delta = 8.01034e+07
theta = 74.7 delta = 8.09666e+07
theta = 74.88 delta = 8.18972e+07
theta = 75.06 delta = 8.29022e+07
theta = 75.24 delta = 8.39901e+07
theta = 75.42 delta = 8.51701e+07
theta = 75.6 delta = 8.64532e+07
theta = 75.78 delta = 8.78516e+07
theta = 75.96 delta = 8.93796e+07
theta = 76.14 delta = 9.10533e+07
theta = 76.32 delta = 9.28915e+07
theta = 76.5 delta = 9.49159e+07
theta = 76.68 delta = 9.7151e+07
theta = 76.86 delta = 9.96248e+07
theta = 77.04 delta = 1.02369e+08
theta = 77.22 delta = 1.05417e+08
theta = 77.4 delta = 1.08805e+08
theta = 77.58 delta = 1.12565e+08
theta = 77.76 delta = 1.16717e+08
theta = 77.94 delta = 1.21251e+08
theta = 78.12 delta = 1.26084e+08
theta = 78.3 delta = 1.30985e+08
theta = 78.48 delta = 1.354e+08
theta = 78.66 delta = 1.38108e+08
theta = 78.84 delta = 1.36555e+08
theta = 79.02 delta = 1.25775e+08
theta = 79.2 delta = 9.77237e+07
theta = 79.38 delta = 4.49362e+07
theta = 79.56 delta = -2.62925e+07
theta = 79.74 delta = -8.88538e+07
theta = 79.92 delta = -1.2081e+08
theta = 80.1 delta = -1.25391e+08
theta = 80.28 delta = -1.15908e+08
theta = 80.46 delta = -1.01826e+08
theta = 80.64 delta = -8.75302e+07
theta = 80.82 delta = -7.45874e+07
theta = 81 delta = -6.33607e+07
theta = 81.18 delta = -5.37707e+07
theta = 81.36 delta = -4.56057e+07
theta = 81.54 delta = -3.8639e+07
theta = 81.72 delta = -3.26671e+07
theta = 81.9 delta = -2.75193e+07
theta = 82.08 delta = -2.30559e+07
theta = 82.26 delta = -1.91636e+07
theta = 82.44 delta = -1.57511e+07
theta = 82.62 delta = -1.27443e+07
theta = 82.8 delta = -1.00827e+07
theta = 82.98 delta = -7.71687e+06
theta = 83.16 delta = -5.60616e+06
theta = 83.34 delta = -3.71671e+06
theta = 83.52 delta = -2.02031e+06
theta = 83.7 delta = -493246
theta = 83.88 delta = 884540
theta = 84.06 delta = 2.13009e+06
theta = 84.24 delta = 3.25798e+06
theta = 84.42 delta = 4.28074e+06
theta = 84.6 delta = 5.20919e+06
theta = 84.78 delta = 6.05271e+06
theta = 84.96 delta = 6.81951e+06
theta = 85.14 delta = 7.51674e+06
theta = 85.32 delta = 8.15072e+06
theta = 85.5 delta = 8.727e+06
theta = 85.68 delta = 9.2505e+06
theta = 85.86 delta = 9.72562e+06
theta = 86.04 delta = 1.01562e+07
theta = 86.22 delta = 1.05459e+07
theta = 86.4 delta = 1.08976e+07
theta = 86.58 delta = 1.12144e+07
theta = 86.76 delta = 1.14986e+07
theta = 86.94 delta = 1.17526e+07
theta = 87.12 delta = 1.19786e+07
theta = 87.3 delta = 1.21783e+07
theta = 87.48 delta = 1.23535e+07
theta = 87.66 delta = 1.25059e+07
theta = 87.84 delta = 1.26367e+07
theta = 88.02 delta = 1.27475e+07
theta = 88.2 delta = 1.28393e+07
theta = 88.38 delta = 1.29134e+07
theta = 88.56 delta = 1.29707e+07
theta = 88.74 delta = 1.30122e+07
theta = 88.92 delta = 1.30388e+07
theta = 89.1 delta = 1.30513e+07
theta = 89.28 delta = 1.30505e+07
theta = 89.46 delta = 1.30371e+07
theta = 89.64 delta = 1.30117e+07
theta = 89.82 delta = 1.29749e+07
theta = 90 delta = 1.29275e+07
theta = 90.18 delta = 1.28698e+07
theta = 90.36 delta = 1.28024e+07
theta = 90.54 delta = 1.27257e+07
theta = 90.72 delta = 1.26403e+07
theta = 90.9 delta = 1.25465e+07
theta = 91.08 delta = 1.24447e+07
theta = 91.26 delta = 1.23353e+07
theta = 91.44 delta = 1.22187e+07
theta = 91.62 delta = 1.20952e+07
theta = 91.8 delta = 1.1965e+07
theta = 91.98 delta = 1.18286e+07
theta = 92.16 delta = 1.16861e+07
theta = 92.34 delta = 1.15379e+07
theta = 92.52 delta = 1.13843e+07
theta = 92.7 delta = 1.12254e+07
theta = 92.88 delta = 1.10614e+07
theta = 93.06 delta = 1.08927e+07
theta = 93.24 delta = 1.07194e+07
theta = 93.42 delta = 1.05418e+07
theta = 93.6 delta = 1.03599e+07
theta = 93.78 delta = 1.01741e+07
theta = 93.96 delta = 9.98443e+06
theta = 94.14 delta = 9.79113e+06
theta = 94.32 delta = 9.59436e+06
theta = 94.5 delta = 9.39426e+06
theta = 94.68 delta = 9.19099e+06
theta = 94.86 delta = 8.9847e+06
theta = 95.04 delta = 8.77552e+06
theta = 95.22 delta = 8.56359e+06
theta = 95.4 delta = 8.34905e+06
theta = 95.58 delta = 8.13201e+06
theta = 95.76 delta = 7.9126e+06
theta = 95.94 delta = 7.69093e+06
theta = 96.12 delta = 7.46712e+06
theta = 96.3 delta = 7.24129e+06
theta = 96.48 delta = 7.01353e+06
theta = 96.66 delta = 6.78395e+06
theta = 96.84 delta = 6.55265e+06
theta = 97.02 delta = 6.31973e+06
theta = 97.2 delta = 6.08529e+06
theta = 97.38 delta = 5.84941e+06
theta = 97.56 delta = 5.61218e+06
theta = 97.74 delta = 5.37369e+06
theta = 97.92 delta = 5.13403e+06
theta = 98.1 delta = 4.89327e+06
theta = 98.28 delta = 4.65151e+06
theta = 98.46 delta = 4.40881e+06
theta = 98.64 delta = 4.16525e+06
theta = 98.82 delta = 3.92091e+06
theta = 99 delta = 3.67586e+06
theta = 99.18 delta = 3.43016e+06
theta = 99.36 delta = 3.1839e+06
theta = 99.54 delta = 2.93713e+06
theta = 99.72 delta = 2.68993e+06
theta = 99.9 delta = 2.44235e+06
theta = 100.08 delta = 2.19446e+06
theta = 100.26 delta = 1.94632e+06
theta = 100.44 delta = 1.698e+06
theta = 100.62 delta = 1.44955e+06
theta = 100.8 delta = 1.20103e+06
theta = 100.98 delta = 952488
theta = 101.16 delta = 703992
theta = 101.34 delta = 455593
theta = 101.52 delta = 207343
theta = 101.7 delta = -40705.4
theta = 101.88 delta = -288501
theta = 102.06 delta = -535993
theta = 102.24 delta = -783132
theta = 102.42 delta = -1.02987e+06
theta = 102.6 delta = -1.27616e+06
theta = 102.78 delta = -1.52195e+06
theta = 102.96 delta = -1.76721e+06
theta = 103.14 delta = -2.01187e+06
theta = 103.32 delta = -2.25591e+06
theta = 103.5 delta = -2.49928e+06
theta = 103.68 delta = -2.74192e+06
theta = 103.86 delta = -2.98381e+06
theta = 104.04 delta = -3.22491e+06
theta = 104.22 delta = -3.46516e+06
theta = 104.4 delta = -3.70453e+06
theta = 104.58 delta = -3.94299e+06
theta = 104.76 delta = -4.1805e+06
theta = 104.94 delta = -4.417e+06
theta = 105.12 delta = -4.65249e+06
theta = 105.3 delta = -4.8869e+06
theta = 105.48 delta = -5.12021e+06
theta = 105.66 delta = -5.35239e+06
theta = 105.84 delta = -5.5834e+06
theta = 106.02 delta = -5.8132e+06
theta = 106.2 delta = -6.04177e+06
theta = 106.38 delta = -6.26907e+06
theta = 106.56 delta = -6.49506e+06
theta = 106.74 delta = -6.71972e+06
theta = 106.92 delta = -6.94303e+06
theta = 107.1 delta = -7.16493e+06
theta = 107.28 delta = -7.38542e+06
theta = 107.46 delta = -7.60445e+06
theta = 107.64 delta = -7.822e+06
theta = 107.82 delta = -8.03805e+06
theta = 108 delta = -8.25256e+06
theta = 108.18 delta = -8.46551e+06
theta = 108.36 delta = -8.67686e+06
theta = 108.54 delta = -8.88661e+06
theta = 108.72 delta = -9.09471e+06
theta = 108.9 delta = -9.30115e+06
theta = 109.08 delta = -9.5059e+06
theta = 109.26 delta = -9.70894e+06
theta = 109.44 delta = -9.91024e+06
theta = 109.62 delta = -1.01098e+07
theta = 109.8 delta = -1.03076e+07
theta = 109.98 delta = -1.05035e+07
theta = 110.16 delta = -1.06976e+07
theta = 110.34 delta = -1.08899e+07
theta = 110.52 delta = -1.10804e+07
theta = 110.7 delta = -1.12689e+07
theta = 110.88 delta = -1.14555e+07
theta = 111.06 delta = -1.16403e+07
theta = 111.24 delta = -1.1823e+07
theta = 111.42 delta = -1.20038e+07
theta = 111.6 delta = -1.21827e+07
theta = 111.78 delta = -1.23595e+07
theta = 111.96 delta = -1.25343e+07
theta = 112.14 delta = -1.27071e+07
theta = 112.32 delta = -1.28779e+07
theta = 112.5 delta = -1.30466e+07
theta = 112.68 delta = -1.32132e+07
theta = 112.86 delta = -1.33777e+07
theta = 113.04 delta = -1.35402e+07
theta = 113.22 delta = -1.37005e+07
theta = 113.4 delta = -1.38586e+07
theta = 113.58 delta = -1.40147e+07
theta = 113.76 delta = -1.41686e+07
theta = 113.94 delta = -1.43203e+07
theta = 114.12 delta = -1.44698e+07
theta = 114.3 delta = -1.46172e+07
theta = 114.48 delta = -1.47624e+07
theta = 114.66 delta = -1.49053e+07
theta = 114.84 delta = -1.5046e+07
theta = 115.02 delta = -1.51845e+07
theta = 115.2 delta = -1.53208e+07
theta = 115.38 delta = -1.54548e+07
theta = 115.56 delta = -1.55866e+07
theta = 115.74 delta = -1.57161e+07
theta = 115.92 delta = -1.58433e+07
theta = 116.1 delta = -1.59683e+07
theta = 116.28 delta = -1.60909e+07
theta = 116.46 delta = -1.62113e+07
theta = 116.64 delta = -1.63294e+07
theta = 116.82 delta = -1.64452e+07
theta = 117 delta = -1.65587e+07
theta = 117.18 delta = -1.66699e+07
theta = 117.36 delta = -1.67787e+07
theta = 117.54 delta = -1.68853e+07
theta = 117.72 delta = -1.69895e+07
theta = 117.9 delta = -1.70914e+07
theta = 118.08 delta = -1.7191e+07
theta = 118.26 delta = -1.72883e+07
theta = 118.44 delta = -1.73832e+07
theta = 118.62 delta = -1.74758e+07
theta = 118.8 delta = -1.75661e+07
theta = 118.98 delta = -1.7654e+07
theta = 119.16 delta = -1.77396e+07
theta = 119.34 delta = -1.78229e+07
theta = 119.52 delta = -1.79038e+07
theta = 119.7 delta = -1.79824e+07
theta = 119.88 delta = -1.80587e+07
theta = 120.06 delta = -1.81326e+07
theta = 120.24 delta = -1.82042e+07
theta = 120.42 delta = -1.82735e+07
theta = 120.6 delta = -1.83405e+07
theta = 120.78 delta = -1.84052e+07
theta = 120.96 delta = -1.84675e+07
theta = 121.14 delta = -1.85275e+07
theta = 121.32 delta = -1.85852e+07
theta = 121.5 delta = -1.86407e+07
theta = 121.68 delta = -1.86938e+07
theta = 121.86 delta = -1.87446e+07
theta = 122.04 delta = -1.87931e+07
theta = 122.22 delta = -1.88394e+07
theta = 122.4 delta = -1.88834e+07
theta = 122.58 delta = -1.89251e+07
theta = 122.76 delta = -1.89645e+07
theta = 122.94 delta = -1.90017e+07
theta = 123.12 delta = -1.90366e+07
theta = 123.3 delta = -1.90693e+07
theta = 123.48 delta = -1.90998e+07
theta = 123.66 delta = -1.9128e+07
theta = 123.84 delta = -1.91541e+07
theta = 124.02 delta = -1.91779e+07
theta = 124.2 delta = -1.91995e+07
theta = 124.38 delta = -1.92189e+07
theta = 124.56 delta = -1.92361e+07
theta = 124.74 delta = -1.92512e+07
theta = 124.92 delta = -1.92641e+07
theta = 125.1 delta = -1.92749e+07
theta = 125.28 delta = -1.92835e+07
theta = 125.46 delta = -1.929e+07
theta = 125.64 delta = -1.92944e+07
theta = 125.82 delta = -1.92967e+07
theta = 126 delta = -1.92969e+07
theta = 126.18 delta = -1.9295e+07
theta = 126.36 delta = -1.92911e+07
theta = 126.54 delta = -1.92851e+07
theta = 126.72 delta = -1.9277e+07
theta = 126.9 delta = -1.9267e+07
theta = 127.08 delta = -1.92549e+07
theta = 127.26 delta = -1.92408e+07
theta = 127.44 delta = -1.92247e+07
theta = 127.62 delta = -1.92067e+07
theta = 127.8 delta = -1.91867e+07
theta = 127.98 delta = -1.91648e+07
theta = 128.16 delta = -1.91409e+07
theta = 128.34 delta = -1.91152e+07
theta = 128.52 delta = -1.90875e+07
theta = 128.7 delta = -1.9058e+07
theta = 128.88 delta = -1.90265e+07
theta = 129.06 delta = -1.89933e+07
theta = 129.24 delta = -1.89582e+07
theta = 129.42 delta = -1.89213e+07
theta = 129.6 delta = -1.88826e+07
theta = 129.78 delta = -1.88421e+07
theta = 129.96 delta = -1.87999e+07
theta = 130.14 delta = -1.87559e+07
theta = 130.32 delta = -1.87102e+07
theta = 130.5 delta = -1.86628e+07
theta = 130.68 delta = -1.86137e+07
theta = 130.86 delta = -1.85629e+07
theta = 131.04 delta = -1.85104e+07
theta = 131.22 delta = -1.84563e+07
theta = 131.4 delta = -1.84006e+07
theta = 131.58 delta = -1.83433e+07
theta = 131.76 delta = -1.82845e+07
theta = 131.94 delta = -1.8224e+07
theta = 132.12 delta = -1.8162e+07
theta = 132.3 delta = -1.80985e+07
theta = 132.48 delta = -1.80335e+07
theta = 132.66 delta = -1.7967e+07
theta = 132.84 delta = -1.78991e+07
theta = 133.02 delta = -1.78297e+07
theta = 133.2 delta = -1.77589e+07
theta = 133.38 delta = -1.76866e+07
theta = 133.56 delta = -1.7613e+07
theta = 133.74 delta = -1.7538e+07
theta = 133.92 delta = -1.74617e+07
theta = 134.1 delta = -1.73841e+07
theta = 134.28 delta = -1.73052e+07
theta = 134.46 delta = -1.7225e+07
theta = 134.64 delta = -1.71435e+07
theta = 134.82 delta = -1.70608e+07
theta = 135 delta = -1.69769e+07
theta = 135.18 delta = -1.68918e+07
theta = 135.36 delta = -1.68055e+07
theta = 135.54 delta = -1.6718e+07
theta = 135.72 delta = -1.66295e+07
theta = 135.9 delta = -1.65398e+07
theta = 136.08 delta = -1.64491e+07
theta = 136.26 delta = -1.63572e+07
theta = 136.44 delta = -1.62644e+07
theta = 136.62 delta = -1.61705e+07
theta = 136.8 delta = -1.60756e+07
theta = 136.98 delta = -1.59797e+07
theta = 137.16 delta = -1.58829e+07
theta = 137.34 delta = -1.57852e+07
theta = 137.52 delta = -1.56865e+07
theta = 137.7 delta = -1.5587e+07
theta = 137.88 delta = -1.54866e+07
theta = 138.06 delta = -1.53853e+07
theta = 138.24 delta = -1.52832e+07
theta = 138.42 delta = -1.51804e+07
theta = 138.6 delta = -1.50767e+07
theta = 138.78 delta = -1.49723e+07
theta = 138.96 delta = -1.48672e+07
theta = 139.14 delta = -1.47613e+07
theta = 139.32 delta = -1.46548e+07
theta = 139.5 delta = -1.45476e+07
theta = 139.68 delta = -1.44397e+07
theta = 139.86 delta = -1.43312e+07
theta = 140.04 delta = -1.42222e+07
theta = 140.22 delta = -1.41125e+07
theta = 140.4 delta = -1.40023e+07
theta = 140.58 delta = -1.38916e+07
theta = 140.76 delta = -1.37803e+07
theta = 140.94 delta = -1.36686e+07
theta = 141.12 delta = -1.35564e+07
theta = 141.3 delta = -1.34437e+07
theta = 141.48 delta = -1.33307e+07
theta = 141.66 delta = -1.32172e+07
theta = 141.84 delta = -1.31033e+07
theta = 142.02 delta = -1.29891e+07
theta = 142.2 delta = -1.28746e+07
theta = 142.38 delta = -1.27597e+07
theta = 142.56 delta = -1.26445e+07
theta = 142.74 delta = -1.25291e+07
theta = 142.92 delta = -1.24134e+07
theta = 143.1 delta = -1.22975e+07
theta = 143.28 delta = -1.21814e+07
theta = 143.46 delta = -1.20651e+07
theta = 143.64 delta = -1.19486e+07
theta = 143.82 delta = -1.1832e+07
theta = 144 delta = -1.17152e+07
theta = 144.18 delta = -1.15983e+07
theta = 144.36 delta = -1.14814e+07
theta = 144.54 delta = -1.13644e+07
theta = 144.72 delta = -1.12473e+07
theta = 144.9 delta = -1.11303e+07
theta = 145.08 delta = -1.10132e+07
theta = 145.26 delta = -1.08961e+07
theta = 145.44 delta = -1.07791e+07
theta = 145.62 delta = -1.06621e+07
theta = 145.8 delta = -1.05452e+07
theta = 145.98 delta = -1.04284e+07
theta = 146.16 delta = -1.03118e+07
theta = 146.34 delta = -1.01952e+07
theta = 146.52 delta = -1.00788e+07
theta = 146.7 delta = -9.96257e+06
theta = 146.88 delta = -9.84652e+06
theta = 147.06 delta = -9.73068e+06
theta = 147.24 delta = -9.61507e+06
theta = 147.42 delta = -9.4997e+06
theta = 147.6 delta = -9.38459e+06
theta = 147.78 delta = -9.26976e+06
theta = 147.96 delta = -9.15523e+06
theta = 148.14 delta = -9.04101e+06
theta = 148.32 delta = -8.92712e+06
theta = 148.5 delta = -8.81357e+06
theta = 148.68 delta = -8.7004e+06
theta = 148.86 delta = -8.5876e+06
theta = 149.04 delta = -8.4752e+06
theta = 149.22 delta = -8.36321e+06
theta = 149.4 delta = -8.25166e+06
theta = 149.58 delta = -8.14055e+06
theta = 149.76 delta = -8.0299e+06
theta = 149.94 delta = -7.91973e+06
theta = 150.12 delta = -7.81005e+06
theta = 150.3 delta = -7.70088e+06
theta = 150.48 delta = -7.59222e+06
theta = 150.66 delta = -7.48411e+06
theta = 150.84 delta = -7.37654e+06
theta = 151.02 delta = -7.26954e+06
theta = 151.2 delta = -7.16312e+06
theta = 151.38 delta = -7.05729e+06
theta = 151.56 delta = -6.95207e+06
theta = 151.74 delta = -6.84746e+06
theta = 151.92 delta = -6.74349e+06
theta = 152.1 delta = -6.64016e+06
theta = 152.28 delta = -6.53749e+06
theta = 152.46 delta = -6.43549e+06
theta = 152.64 delta = -6.33416e+06
theta = 152.82 delta = -6.23354e+06
theta = 153 delta = -6.13361e+06
theta = 153.18 delta = -6.0344e+06
theta = 153.36 delta = -5.93592e+06
theta = 153.54 delta = -5.83818e+06
theta = 153.72 delta = -5.74119e+06
theta = 153.9 delta = -5.64495e+06
theta = 154.08 delta = -5.54948e+06
theta = 154.26 delta = -5.45479e+06
theta = 154.44 delta = -5.36089e+06
theta = 154.62 delta = -5.26779e+06
theta = 154.8 delta = -5.17549e+06
theta = 154.98 delta = -5.08401e+06
theta = 155.16 delta = -4.99335e+06
theta = 155.34 delta = -4.90352e+06
theta = 155.52 delta = -4.81453e+06
theta = 155.7 delta = -4.72639e+06
theta = 155.88 delta = -4.6391e+06
theta = 156.06 delta = -4.55268e+06
theta = 156.24 delta = -4.46713e+06
theta = 156.42 delta = -4.38245e+06
theta = 156.6 delta = -4.29865e+06
theta = 156.78 delta = -4.21574e+06
theta = 156.96 delta = -4.13372e+06
theta = 157.14 delta = -4.0526e+06
theta = 157.32 delta = -3.97239e+06
theta = 157.5 delta = -3.89309e+06
theta = 157.68 delta = -3.8147e+06
theta = 157.86 delta = -3.73723e+06
theta = 158.04 delta = -3.66068e+06
theta = 158.22 delta = -3.58506e+06
theta = 158.4 delta = -3.51037e+06
theta = 158.58 delta = -3.43661e+06
theta = 158.76 delta = -3.36379e+06
theta = 158.94 delta = -3.29191e+06
theta = 159.12 delta = -3.22097e+06
theta = 159.3 delta = -3.15097e+06
theta = 159.48 delta = -3.08192e+06
theta = 159.66 delta = -3.01382e+06
theta = 159.84 delta = -2.94667e+06
theta = 160.02 delta = -2.88047e+06
theta = 160.2 delta = -2.81522e+06
theta = 160.38 delta = -2.75092e+06
theta = 160.56 delta = -2.68757e+06
theta = 160.74 delta = -2.62517e+06
theta = 160.92 delta = -2.56373e+06
theta = 161.1 delta = -2.50323e+06
theta = 161.28 delta = -2.44369e+06
theta = 161.46 delta = -2.38509e+06
theta = 161.64 delta = -2.32745e+06
theta = 161.82 delta = -2.27075e+06
theta = 162 delta = -2.21499e+06
theta = 162.18 delta = -2.16017e+06
theta = 162.36 delta = -2.1063e+06
theta = 162.54 delta = -2.05336e+06
theta = 162.72 delta = -2.00135e+06
theta = 162.9 delta = -1.95027e+06
theta = 163.08 delta = -1.90012e+06
theta = 163.26 delta = -1.8509e+06
theta = 163.44 delta = -1.80259e+06
theta = 163.62 delta = -1.7552e+06
theta = 163.8 delta = -1.70871e+06
theta = 163.98 delta = -1.66313e+06
theta = 164.16 delta = -1.61845e+06
theta = 164.34 delta = -1.57467e+06
theta = 164.52 delta = -1.53177e+06
theta = 164.7 delta = -1.48975e+06
theta = 164.88 delta = -1.44861e+06
theta = 165.06 delta = -1.40834e+06
theta = 165.24 delta = -1.36894e+06
theta = 165.42 delta = -1.33039e+06
theta = 165.6 delta = -1.29268e+06
theta = 165.78 delta = -1.25582e+06
theta = 165.96 delta = -1.2198e+06
theta = 166.14 delta = -1.18459e+06
theta = 166.32 delta = -1.15021e+06
theta = 166.5 delta = -1.11663e+06
theta = 166.68 delta = -1.08386e+06
theta = 166.86 delta = -1.05187e+06
theta = 167.04 delta = -1.02067e+06
theta = 167.22 delta = -990242
theta = 167.4 delta = -960575
theta = 167.58 delta = -931661
theta = 167.76 delta = -903489
theta = 167.94 delta = -876050
theta = 168.12 delta = -849332
theta = 168.3 delta = -823325
theta = 168.48 delta = -798018
theta = 168.66 delta = -773400
theta = 168.84 delta = -749459
theta = 169.02 delta = -726183
theta = 169.2 delta = -703561
theta = 169.38 delta = -681580
theta = 169.56 delta = -660228
theta = 169.74 delta = -639493
theta = 169.92 delta = -619361
theta = 170.1 delta = -599821
theta = 170.28 delta = -580857
theta = 170.46 delta = -562459
theta = 170.64 delta = -544610
theta = 170.82 delta = -527299
theta = 171 delta = -510511
theta = 171.18 delta = -494232
theta = 171.36 delta = -478448
theta = 171.54 delta = -463144
theta = 171.72 delta = -448306
theta = 171.9 delta = -433918
theta = 172.08 delta = -419967
theta = 172.26 delta = -406436
theta = 172.44 delta = -393310
theta = 172.62 delta = -380574
theta = 172.8 delta = -368213
theta = 172.98 delta = -356210
theta = 173.16 delta = -344549
theta = 173.34 delta = -333215
theta = 173.52 delta = -322191
theta = 173.7 delta = -311461
theta = 173.88 delta = -301008
theta = 174.06 delta = -290815
theta = 174.24 delta = -280867
theta = 174.42 delta = -271145
theta = 174.6 delta = -261633
theta = 174.78 delta = -252313
theta = 174.96 delta = -243169
theta = 175.14 delta = -234183
theta = 175.32 delta = -225337
theta = 175.5 delta = -216614
theta = 175.68 delta = -207996
theta = 175.86 delta = -199465
theta = 176.04 delta = -191003
theta = 176.22 delta = -182592
theta = 176.4 delta = -174214
theta = 176.58 delta = -165851
theta = 176.76 delta = -157484
theta = 176.94 delta = -149095
theta = 177.12 delta = -140666
theta = 177.3 delta = -132178
theta = 177.48 delta = -123612
theta = 177.66 delta = -114950
theta = 177.84 delta = -106172
theta = 178.02 delta = -97261
theta = 178.2 delta = -88196.9
theta = 178.38 delta = -78961.1
theta = 178.56 delta = -69534.5
theta = 178.74 delta = -59898.2
theta = 178.92 delta = -50033.2
theta = 179.1 delta = -39920.1
theta = 179.28 delta = -29540.1
theta = 179.46 delta = -18873.8
theta = 179.64 delta = -7902.03
theta = 179.82 delta = 3394.36
theta = 180 delta = 15034.6
a=-7.22037e-05
theta = 80.1, a = -7.22037e-05, sommet =[200, 300]



et ma fonction draw refaite :

Code: Tout sélectionner
void Parabole::draw (Mat& img){
    // Itérer sur chaque pixel
    for(double y = 0; y < img.rows; y+=0.1) {
        for(double x = 0; x < img.cols; x += 0.1) {
            // Calculer X' et Y'
            double X_prime = x - sommet.x;
            double Y_prime = y - sommet.y;

            // Calculer la valeur de l'équation de la parabole
            double val = a*pow(cos(this->theta_radians)*X_prime + sin(this->theta_radians)*Y_prime, 2)
                            - sin(this->theta_radians)*X_prime - cos(this->theta_radians)*Y_prime;

            // Si val est proche de 0, colorer le pixel
            if(fabs(val) < 0.1) { // Vous pouvez ajuster la tolérance
                img.at<cv::Vec3b>(y, x) = cv::Vec3b(0,0,255); // Par exemple, en blanc
            }
        }
    }
}

Avatar de l’utilisateur
leon1789
Membre Transcendant
Messages: 5486
Enregistré le: 27 Nov 2007, 15:25

Re: régression parabolique non triviale

par leon1789 » 20 Juin 2023, 15:22

yes Ben
sylvain231 a écrit:Léon : quel logiciel as-tu utilisé Mathematica ?

Maple 8 ... (année 2002 ! :) )

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 15:25

Léon peux-tu nous refaire les formules détaillées avec tes changements de signe et tes corrections STP ?

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 15:38

allé courage je suis sûr qu'on va y arriver !

Avatar de l’utilisateur
leon1789
Membre Transcendant
Messages: 5486
Enregistré le: 27 Nov 2007, 15:25

Re: régression parabolique non triviale

par leon1789 » 20 Juin 2023, 15:41

j'ai écrit les formules principales ici :
superieur/regression-parabolique-non-triviale-t278846-80.html#p1548878

n = 269

Xt est la liste des Xt[i] (abscisses des points tournés) : cos(t)*X[i] - sin(t)*Y[i]

Yt est la liste des Yt[i] (ordonnées des points tournés) : sin(t)*X[i] + cos(t)*Y[i]
Modifié en dernier par leon1789 le 20 Juin 2023, 15:44, modifié 2 fois.

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 15:43

oui mais ça c'est du Maple c'est optimisé pour les maths on a des fonctions prédéfinies pour minimiser etc, en C++ il faut tout détailler

Avatar de l’utilisateur
leon1789
Membre Transcendant
Messages: 5486
Enregistré le: 27 Nov 2007, 15:25

Re: régression parabolique non triviale

par leon1789 » 20 Juin 2023, 15:47

Pour cerner l'erreur (ou les erreurs) , prend MA valeur de t (attention au Sommet : (200,300) ou (191, 291) ),
puis avec ce t calcule TA valeur de a : est-ce la même que moi ?

Avatar de l’utilisateur
leon1789
Membre Transcendant
Messages: 5486
Enregistré le: 27 Nov 2007, 15:25

Re: régression parabolique non triviale

par leon1789 » 20 Juin 2023, 15:52

sylvain231 a écrit:j'ai trouvé cet article est-il intéressant ?(...)


C'est peut-être lié à cela
superieur/regression-parabolique-non-triviale-t278846-20.html#p1548698

lyceen95
Membre Complexe
Messages: 2263
Enregistré le: 14 Juin 2019, 23:42

Re: régression parabolique non triviale

par lyceen95 » 20 Juin 2023, 16:00

Le rigolo de service, c'est quelqu'un qui s'est fait bannir de tous les forums d'entraide francophones ; chacun en tire les conclusions qu'il veut.

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 16:02

j'ai adapté mon code à celui de Léon c'est beaucoup mieux : le theta est bon mais pas le a, je vous donne mon code :

Code: Tout sélectionner
std::vector<Point2d> translatePoint2ds(const std::vector<Point2d>& points, const Point2d& sommet) {
    std::vector<Point2d> translatedPoint2ds;
    for (const auto& point : points) {
        translatedPoint2ds.push_back({point.x - sommet.x, point.y - sommet.y});
    }
    return translatedPoint2ds;
}

std::vector<Point2d> rotatePoint2ds(const std::vector<Point2d>& points, double theta) {
    std::vector<Point2d> rotatedPoint2ds;
    for (const auto& point : points) {
        rotatedPoint2ds.push_back({point.x * cos(theta) - point.y * sin(theta), point.x * sin(theta) + point.y * cos(theta)});
    }
    return rotatedPoint2ds;
}
void Parabole::fit(std::vector<cv::Point2d> points, cv::Point2d sommet) {
    this->sommet = sommet;
    int n = points.size();
    cout << "sommet = " << sommet << endl;
    points = translatePoint2ds(points, sommet);
    double bestTheta = 0;
    double minimum= std::numeric_limits<double>::infinity();
    cv::Mat img(6500, 6500, CV_8UC3, cv::Scalar(255, 255, 255));//crée une image blanche vide de 500x500 pixels
    vector<Point> vec;
    for (double theta = 0; theta <= CV_PI; theta += CV_PI / 1000) {

        vector<Point2d> rotated = rotatePoint2ds(points, theta);
        double E1 = 0;
        for (int i = 0; i < n; i++) {
            E1 += pow(rotated[i].y, 2);
        }
        double E2 = 0;
        for (int i = 0; i < n; i++) {
            E2 += pow(rotated[i].x, 2)* rotated[i].y;
        }
        double E3 = 0;
        for (int i = 0; i < n; i++) {
            E3 += pow(rotated[i].x, 4);
        }
        double delta = E1 - (E2 / E3);
        if (delta < minimum) {
            minimum = delta;
            bestTheta = theta;
        }
        vec.push_back(Point(6500-theta*1000,delta));
    }
    drawVectorPoints(img, vec, Scalar(0, 0, 255));
    imwrite("delta.png", img);
    this->theta_radians = bestTheta;
    this->theta = bestTheta * 180 / CV_PI;
    vector<Point2d> rotated = rotatePoint2ds(points, bestTheta);
    double E2 = 0;
    for (int i = 0; i < n; i++) {
        E2 += pow(rotated[i].x, 2) * rotated[i].y;
    }
    double E3 = 0;
    for (int i = 0; i < n; i++) {
        E3 += pow(rotated[i].x, 4);
    }
    this->a = E2 / E3;
    cout<<"a="<< this->a << endl;

}

void Parabole::draw (Mat& img){
    // Itérer sur chaque pixel
    for(double y = 0; y < img.rows; y+=0.1) {
        for(double x = 0; x < img.cols; x += 0.1) {
            // Calculer X' et Y'
            double X_prime = x - sommet.x;
            double Y_prime = y - sommet.y;

            // Calculer la valeur de l'équation de la parabole
            double val = a*pow(cos(this->theta_radians)*X_prime + sin(this->theta_radians)*Y_prime, 2)
                            - sin(this->theta_radians)*X_prime - cos(this->theta_radians)*Y_prime;

            // Si val est proche de 0, colorer le pixel
            if(fabs(val) < 0.1) { // Vous pouvez ajuster la tolérance
                img.at<cv::Vec3b>(y, x) = cv::Vec3b(0,0,255); // Par exemple, en blanc
            }
        }
    }
}



et l'image résultante :

Image

sachant que si ça peut aider je sais dans mes points de départ lesquels sont dans une branche et lesquels sont dans l'autre
Modifié en dernier par sylvain231 le 20 Juin 2023, 16:20, modifié 1 fois.

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 16:05

là j'obtiens un a proche de 0 au lieu de 2

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 16:11

je pense que comme les points sont serrés il cherche une droite, ce que je ne veux pas donc je crois qu'on ne va pas couper à lui donner les points à gauche et les points à droite, désolé ça fait du travail supplémentaire

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 16:24

mais je trouve la formule du a pas équilibrée si on a des X proches des Y on a du X^3/X^4 donc toujours des petits a

Avatar de l’utilisateur
leon1789
Membre Transcendant
Messages: 5486
Enregistré le: 27 Nov 2007, 15:25

Re: régression parabolique non triviale

par leon1789 » 20 Juin 2023, 17:21

Question d'homogénéïté :
Par définition, on a
Yt ~~ a * Xt ^2 (et non Yt ~~ Xt )
Donc
Yt * Xt^2 ~~ a * Xt ^4
Donc
a ~~ Yt * Xt^2 / Xt ^4

Après, en fonction des situations, a peut être proche de 0 , ou très grand...

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 17:24

et pourquoi on ne fait pas : a=Yt/Xt^2 tout simplement ?

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 17:45

j'ai malheureusement des cas où le theta n'est pas bon !

Avatar de l’utilisateur
leon1789
Membre Transcendant
Messages: 5486
Enregistré le: 27 Nov 2007, 15:25

Re: régression parabolique non triviale

par leon1789 » 20 Juin 2023, 17:51

sylvain231 a écrit:et pourquoi on ne fait pas : a=Yt/Xt^2 tout simplement ?

Yt et Xt représentent tous les points : on a 269 équations du type Yt[i] = a Xt[i]^2

On utilise les moindres carrés pour déterminer a
(qui est géométriquement une simple projection orthogonale d'un vecteur Yt sur une droite dirigée par Xt^2, dans un espace euclidien de dimension 269)
et on obtient la formule donnée pour a :

a = add(Xt[i]^2*Yt[i], i=1..n) / add(Xt[i]^4, i=1..n) ;
Modifié en dernier par leon1789 le 20 Juin 2023, 17:58, modifié 4 fois.

sylvain231
Membre Relatif
Messages: 307
Enregistré le: 07 Avr 2020, 12:20

Re: régression parabolique non triviale

par sylvain231 » 20 Juin 2023, 17:53

je viens de m'apercevoir que c'ets Ben qui avait raison c'est bien :
double val = a*pow(cos(this->theta_radians)*X_prime + sin(this->theta_radians)*Y_prime, 2)
+ sin(this->theta_radians)*X_prime - cos(this->theta_radians)*Y_prime;
et non
double val = a*pow(cos(this->theta_radians)*X_prime + sin(this->theta_radians)*Y_prime, 2)
- sin(this->theta_radians)*X_prime - cos(this->theta_radians)*Y_prime;
donc le theta est bon !

 

Retourner vers ✯✎ Supérieur

Qui est en ligne

Utilisateurs parcourant ce forum : Aucun utilisateur enregistré et 128 invités

Tu pars déja ?



Fais toi aider gratuitement sur Maths-forum !

Créé un compte en 1 minute et pose ta question dans le forum ;-)
Inscription gratuite

Identification

Pas encore inscrit ?

Ou identifiez-vous :

Inscription gratuite