% Gauss1
% http://www.itl.nist.gov/div898/strd/nls/data/LINKS/DATA/Gauss1.dat
dim = 8 % dimension of the minimization problem
nb = 250 % number of points

% NIST certified values
target = zeros(dim,1);
target(1) = 9.8778210871E+01;
target(2) = 1.0497276517E-02;
target(3) = 1.0048990633E+02;
target(4) = 6.7481111276E+01;
target(5) = 2.3129773360E+01;
target(6) = 7.1994503004E+01;
target(7) = 1.7899805021E+02;
target(8) = 1.8389389025E+01;

% start 1
ig1 = [97;0.009;100;65;20;70;178;16.5]

% start 2
ig2 = [94;0.0105;99;63;25;71;180;20]

% points to fit
x = zeros(nb,1)
y = zeros(nb,1)
x(1)=1;	y(1)=97.62227
x(2)=2;	y(2)=97.80724
x(3)=3;	y(3)=96.62247
x(4)=4;	y(4)=92.59022
x(5)=5;	y(5)=91.23869
x(6)=6;	y(6)=95.32704
x(7)=7;	y(7)=90.3504
x(8)=8;	y(8)=89.46235
x(9)=9;	y(9)=91.7252
x(10)=10;	y(10)=89.86916
x(11)=11;	y(11)=86.88076
x(12)=12;	y(12)=85.9436
x(13)=13;	y(13)=87.60686
x(14)=14;	y(14)=86.25839
x(15)=15;	y(15)=80.74976
x(16)=16;	y(16)=83.03551
x(17)=17;	y(17)=88.25837
x(18)=18;	y(18)=82.01316
x(19)=19;	y(19)=82.74098
x(20)=20;	y(20)=83.30034
x(21)=21;	y(21)=81.2785
x(22)=22;	y(22)=81.85506
x(23)=23;	y(23)=80.75195
x(24)=24;	y(24)=80.09573
x(25)=25;	y(25)=81.07633
x(26)=26;	y(26)=78.81542
x(27)=27;	y(27)=78.38596
x(28)=28;	y(28)=79.93386
x(29)=29;	y(29)=79.48474
x(30)=30;	y(30)=79.95942
x(31)=31;	y(31)=76.10691
x(32)=32;	y(32)=78.3983
x(33)=33;	y(33)=81.4306
x(34)=34;	y(34)=82.48867
x(35)=35;	y(35)=81.65462
x(36)=36;	y(36)=80.84323
x(37)=37;	y(37)=88.68663
x(38)=38;	y(38)=84.74438
x(39)=39;	y(39)=86.83934
x(40)=40;	y(40)=85.97739
x(41)=41;	y(41)=91.28509
x(42)=42;	y(42)=97.22411
x(43)=43;	y(43)=93.51733
x(44)=44;	y(44)=94.10159
x(45)=45;	y(45)=101.9176
x(46)=46;	y(46)=98.43134
x(47)=47;	y(47)=110.4214
x(48)=48;	y(48)=107.6628
x(49)=49;	y(49)=111.7288
x(50)=50;	y(50)=116.5115
x(51)=51;	y(51)=120.7609
x(52)=52;	y(52)=123.9553
x(53)=53;	y(53)=124.2437
x(54)=54;	y(54)=130.7996
x(55)=55;	y(55)=133.296
x(56)=56;	y(56)=130.7788
x(57)=57;	y(57)=132.0565
x(58)=58;	y(58)=138.6584
x(59)=59;	y(59)=142.9252
x(60)=60;	y(60)=142.7215
x(61)=61;	y(61)=144.1249
x(62)=62;	y(62)=147.4377
x(63)=63;	y(63)=148.2647
x(64)=64;	y(64)=152.0519
x(65)=65;	y(65)=147.3863
x(66)=66;	y(66)=149.2074
x(67)=67;	y(67)=148.9537
x(68)=68;	y(68)=144.5876
x(69)=69;	y(69)=148.1226
x(70)=70;	y(70)=148.0144
x(71)=71;	y(71)=143.8893
x(72)=72;	y(72)=140.9088
x(73)=73;	y(73)=143.4434
x(74)=74;	y(74)=139.3938
x(75)=75;	y(75)=135.9878
x(76)=76;	y(76)=136.3927
x(77)=77;	y(77)=126.7262
x(78)=78;	y(78)=124.4487
x(79)=79;	y(79)=122.8647
x(80)=80;	y(80)=113.8557
x(81)=81;	y(81)=113.7037
x(82)=82;	y(82)=106.8407
x(83)=83;	y(83)=107.0034
x(84)=84;	y(84)=102.4629
x(85)=85;	y(85)=96.09296
x(86)=86;	y(86)=94.57555
x(87)=87;	y(87)=86.98824
x(88)=88;	y(88)=84.90154
x(89)=89;	y(89)=81.18023
x(90)=90;	y(90)=76.40117
x(91)=91;	y(91)=67.092
x(92)=92;	y(92)=72.67155
x(93)=93;	y(93)=68.10848
x(94)=94;	y(94)=67.99088
x(95)=95;	y(95)=63.34094
x(96)=96;	y(96)=60.55253
x(97)=97;	y(97)=56.18687
x(98)=98;	y(98)=53.64482
x(99)=99;	y(99)=53.70307
x(100)=100;	y(100)=48.07893
x(101)=101;	y(101)=42.21258
x(102)=102;	y(102)=45.65181
x(103)=103;	y(103)=41.69728
x(104)=104;	y(104)=41.24946
x(105)=105;	y(105)=39.21349
x(106)=106;	y(106)=37.71696
x(107)=107;	y(107)=36.68395
x(108)=108;	y(108)=37.30393
x(109)=109;	y(109)=37.43277
x(110)=110;	y(110)=37.45012
x(111)=111;	y(111)=32.64648
x(112)=112;	y(112)=31.84347
x(113)=113;	y(113)=31.39951
x(114)=114;	y(114)=26.68912
x(115)=115;	y(115)=32.25323
x(116)=116;	y(116)=27.61008
x(117)=117;	y(117)=33.58649
x(118)=118;	y(118)=28.10714
x(119)=119;	y(119)=30.26428
x(120)=120;	y(120)=28.01648
x(121)=121;	y(121)=29.11021
x(122)=122;	y(122)=23.02099
x(123)=123;	y(123)=25.65091
x(124)=124;	y(124)=28.50295
x(125)=125;	y(125)=25.23701
x(126)=126;	y(126)=26.13828
x(127)=127;	y(127)=33.5326
x(128)=128;	y(128)=29.25195
x(129)=129;	y(129)=27.09847
x(130)=130;	y(130)=26.52999
x(131)=131;	y(131)=25.52401
x(132)=132;	y(132)=26.69218
x(133)=133;	y(133)=24.55269
x(134)=134;	y(134)=27.71763
x(135)=135;	y(135)=25.20297
x(136)=136;	y(136)=25.61483
x(137)=137;	y(137)=25.06893
x(138)=138;	y(138)=27.6393
x(139)=139;	y(139)=24.94851
x(140)=140;	y(140)=25.86806
x(141)=141;	y(141)=22.48183
x(142)=142;	y(142)=26.90045
x(143)=143;	y(143)=25.39919
x(144)=144;	y(144)=17.90614
x(145)=145;	y(145)=23.76039
x(146)=146;	y(146)=25.89689
x(147)=147;	y(147)=27.64231
x(148)=148;	y(148)=22.86101
x(149)=149;	y(149)=26.47003
x(150)=150;	y(150)=23.72888
x(151)=151;	y(151)=27.54334
x(152)=152;	y(152)=30.52683
x(153)=153;	y(153)=28.07261
x(154)=154;	y(154)=34.92815
x(155)=155;	y(155)=28.29194
x(156)=156;	y(156)=34.19161
x(157)=157;	y(157)=35.41207
x(158)=158;	y(158)=37.09336
x(159)=159;	y(159)=40.9833
x(160)=160;	y(160)=39.53923
x(161)=161;	y(161)=47.80123
x(162)=162;	y(162)=47.46305
x(163)=163;	y(163)=51.04166
x(164)=164;	y(164)=54.58065
x(165)=165;	y(165)=57.53001
x(166)=166;	y(166)=61.42089
x(167)=167;	y(167)=62.79032
x(168)=168;	y(168)=68.51455
x(169)=169;	y(169)=70.23053
x(170)=170;	y(170)=74.42776
x(171)=171;	y(171)=76.59911
x(172)=172;	y(172)=81.62053
x(173)=173;	y(173)=83.42208
x(174)=174;	y(174)=79.17451
x(175)=175;	y(175)=88.56985
x(176)=176;	y(176)=85.66525
x(177)=177;	y(177)=86.55502
x(178)=178;	y(178)=90.65907
x(179)=179;	y(179)=84.2729
x(180)=180;	y(180)=85.7222
x(181)=181;	y(181)=83.10702
x(182)=182;	y(182)=82.16884
x(183)=183;	y(183)=80.42568
x(184)=184;	y(184)=78.15692
x(185)=185;	y(185)=79.79691
x(186)=186;	y(186)=77.84378
x(187)=187;	y(187)=74.50327
x(188)=188;	y(188)=71.57289
x(189)=189;	y(189)=65.88031
x(190)=190;	y(190)=65.01385
x(191)=191;	y(191)=60.19582
x(192)=192;	y(192)=59.66726
x(193)=193;	y(193)=52.95478
x(194)=194;	y(194)=53.87792
x(195)=195;	y(195)=44.91274
x(196)=196;	y(196)=41.09909
x(197)=197;	y(197)=41.68018
x(198)=198;	y(198)=34.53379
x(199)=199;	y(199)=34.86419
x(200)=200;	y(200)=33.14787
x(201)=201;	y(201)=29.58864
x(202)=202;	y(202)=27.29462
x(203)=203;	y(203)=21.91439
x(204)=204;	y(204)=19.08159
x(205)=205;	y(205)=24.9029
x(206)=206;	y(206)=19.82341
x(207)=207;	y(207)=16.75551
x(208)=208;	y(208)=18.24558
x(209)=209;	y(209)=17.23549
x(210)=210;	y(210)=16.34934
x(211)=211;	y(211)=13.71285
x(212)=212;	y(212)=14.75676
x(213)=213;	y(213)=13.97169
x(214)=214;	y(214)=12.42867
x(215)=215;	y(215)=14.35519
x(216)=216;	y(216)=7.703309
x(217)=217;	y(217)=10.23441
x(218)=218;	y(218)=11.78315
x(219)=219;	y(219)=13.87768
x(220)=220;	y(220)=4.5357
x(221)=221;	y(221)=10.05928
x(222)=222;	y(222)=8.424824
x(223)=223;	y(223)=10.53312
x(224)=224;	y(224)=9.602255
x(225)=225;	y(225)=7.877514
x(226)=226;	y(226)=6.258121
x(227)=227;	y(227)=8.899865
x(228)=228;	y(228)=7.877754
x(229)=229;	y(229)=12.51191
x(230)=230;	y(230)=10.66205
x(231)=231;	y(231)=6.0354
x(232)=232;	y(232)=6.790655
x(233)=233;	y(233)=8.783535
x(234)=234;	y(234)=4.600288
x(235)=235;	y(235)=8.400915
x(236)=236;	y(236)=7.216561
x(237)=237;	y(237)=10.01741
x(238)=238;	y(238)=7.331278
x(239)=239;	y(239)=6.527863
x(240)=240;	y(240)=2.842001
x(241)=241;	y(241)=10.32507
x(242)=242;	y(242)=4.790995
x(243)=243;	y(243)=8.377101
x(244)=244;	y(244)=6.264445
x(245)=245;	y(245)=2.706213
x(246)=246;	y(246)=8.362329
x(247)=247;	y(247)=8.983658
x(248)=248;	y(248)=3.362571
x(249)=249;	y(249)=1.182746
x(250)=250;	y(250)=4.875359
