BY LARS EINAR S. STIENG AND MICHAEL MUSKULUS
FOR: "RELIABILITY-BASED DESIGN OPTIMIZATION OF OFFSHORE WIND TURBINE SUPPORT STRUCTURES USING ANALYTICAL SENSITIVITIES AND FACTORIZED UNCERTAINTY MODELING"
 
%iter_no      Diameters (first half) and thicknesses (last half) 
       0 6.0000000000 6.0000000000 6.0000000000 6.0000000000 5.7870000000 5.5740000000 5.3610000000 5.1480000000 4.9350000000 4.7220000000 4.5090000000 4.2960000000 4.0830000000 3.8700000000 0.0600000000 0.0600000000 0.0600000000 0.0270000000 0.0262000000 0.0254000000 0.0246000000 0.0238000000 0.0230000000 0.0222000000 0.0214000000 0.0206000000 0.0198000000 0.0190000000 
       1 5.9725312704 5.9716850550 5.9717314986 5.9932828291 5.7804846227 5.5676648273 5.3548328182 5.1419305754 4.9290094719 4.7161116077 4.5032006894 4.2902739826 4.0774374070 3.8647721940 0.0597205289 0.0597184439 0.0597168892 0.0268348776 0.0260415967 0.0252481227 0.0244545660 0.0236603428 0.0228660227 0.0220720646 0.0212781316 0.0204842349 0.0196914233 0.0189004239 
       2 5.8253652205 5.8200601224 5.8204614651 5.9575190491 5.7458847325 5.5340389150 5.3220386820 5.1095857030 4.8970017450 4.6845462586 4.4720465388 4.2594956116 4.0475293159 3.8366197938 0.0582258966 0.0582134437 0.0582039506 0.0259464804 0.0251898324 0.0244311529 0.0236711309 0.0229067945 0.0221417386 0.0213788229 0.0206164963 0.0198549250 0.0191004417 0.0183572878 
       3 5.4567622538 5.4392504584 5.4405774199 5.8715424552 5.6627372933 5.4529865827 5.2425270292 5.0305841589 4.8182536533 4.6063906054 4.3945109647 4.1825794479 3.9725833999 3.7658895719 0.0544689409 0.0544290888 0.0543980407 0.0237422067 0.0230770700 0.0224023745 0.0217210101 0.0210255018 0.0203281577 0.0196384480 0.0189521338 0.0182695831 0.0176106140 0.0169873081 
       4 5.3786718464 5.3564966143 5.3600904144 5.8894410450 5.6688560241 5.4470350440 5.2302933179 5.0154585490 4.8018662170 4.5896655045 4.3779350284 4.1663968563 3.9571816606 3.7517252992 0.0536920378 0.0536463799 0.0536109632 0.0237342152 0.0229334742 0.0221220949 0.0213759691 0.0206577012 0.0199577558 0.0192768588 0.0186057210 0.0179419917 0.0173068156 0.0167127627 
       5 5.1856799687 5.1527742000 5.1628024813 5.8920880821 5.6730895322 5.4538486847 5.2242895429 4.9876861211 4.7635428078 4.5484669739 4.3368669203 4.1265704760 3.9197017023 3.7176979377 0.0518070479 0.0517494521 0.0517059228 0.0232316562 0.0224757692 0.0217219053 0.0208446136 0.0198897914 0.0190921552 0.0184073084 0.0177695653 0.0171542171 0.0165814588 0.0160633479 
       6 4.7895829406 4.7331591896 4.7561954812 5.9050007788 5.6592688466 5.4373939714 5.2066868555 4.9674148848 4.7092350141 4.4684906069 4.2532888372 4.0450678433 3.8431510163 3.6483357182 0.0479352129 0.0478465494 0.0477843301 0.0222881608 0.0212513137 0.0205227878 0.0196927085 0.0187745161 0.0176208628 0.0166847345 0.0160707028 0.0155526346 0.0151144563 0.0147593648 
       7 4.8340095775 4.7796274220 4.7962053448 5.8957377340 5.7447956196 5.4382926932 5.2059462564 4.9671433887 4.7153146855 4.4817066876 4.2642640010 4.0544098996 3.8513702146 3.6554409062 0.0483225476 0.0482159076 0.0481493336 0.0222552524 0.0224866006 0.0206539133 0.0197931569 0.0188518129 0.0177552620 0.0168959991 0.0162439997 0.0156992269 0.0152425645 0.0148703808 
       8 4.7959325200 4.7279082233 4.7381043293 5.9061266732 5.7540073916 5.4488899677 5.2212344511 4.9862487837 4.7388757181 4.4871703533 4.2584700869 4.0452520863 3.8412936344 3.6452369765 0.0477880113 0.0476111357 0.0475223881 0.0221498237 0.0224282090 0.0206396947 0.0198457782 0.0189327970 0.0178973613 0.0168155817 0.0160343962 0.0154689754 0.0150273204 0.0146832713 
       9 4.7882025001 4.6803107833 4.6802977183 5.9218635739 5.7596510598 5.4643436982 5.2379774792 5.0137446746 4.7631097875 4.4989803328 4.2557385835 4.0369562692 3.8310916199 3.6342897704 0.0473557888 0.0469809289 0.0468540212 0.0220729511 0.0222778387 0.0206499563 0.0198762207 0.0190810436 0.0180091474 0.0167886601 0.0158429570 0.0152368330 0.0148078306 0.0144956299 
      10 4.8386968449 4.6004636560 4.5718952836 5.9565238673 5.7615706731 5.5007815057 5.2730703057 5.0507752873 4.8005236201 4.5247249805 4.2552359595 4.0225566567 3.8118589713 3.6131169393 0.0468209773 0.0458060836 0.0455571432 0.0219526363 0.0218181584 0.0207036915 0.0199243362 0.0191251197 0.0180751388 0.0167529012 0.0155255641 0.0148132107 0.0144097741 0.0141691193 
      11 4.8539991882 4.6499160702 4.5553275117 5.9662501130 5.7552231344 5.5149646555 5.2818501604 5.0507308116 4.8039011152 4.5323685804 4.2599228598 4.0215077894 3.8087930660 3.6092352172 0.0467217769 0.0458869559 0.0453102649 0.0219435291 0.0215963030 0.0207636836 0.0199195370 0.0190103097 0.0180132918 0.0167624701 0.0155217517 0.0147663847 0.0143735316 0.0141581900 
      12 4.9316933905 4.6880886055 4.4258160084 6.0147661673 5.7735961814 5.5684530069 5.3308977897 5.0914406188 4.8459447524 4.5713727480 4.2727391089 4.0070719654 3.7845195876 3.5810375144 0.0459780438 0.0449743321 0.0435807144 0.0217317387 0.0210636494 0.0207743776 0.0198988863 0.0188687731 0.0179240743 0.0167151222 0.0152559655 0.0143045217 0.0139668644 0.0138782910 
      13 4.9177517011 4.6869316462 4.4933819768 6.0051631316 5.7767980231 5.5535822159 5.3219690590 5.0874801914 4.8379396008 4.5643330386 4.2745179378 4.0117614253 3.7897940996 3.5865838497 0.0460972161 0.0451574173 0.0441031409 0.0217446156 0.0212177088 0.0206719042 0.0198708542 0.0189166668 0.0179185556 0.0167129583 0.0153610254 0.0144463360 0.0141080627 0.0139985014 
      14 5.0228796139 4.7851524740 4.5459520072 6.0871070233 5.8642038928 5.6319870633 5.4016631320 5.1527223740 4.8954708203 4.6294090265 4.3221231341 3.9998757554 3.7507446179 3.5365499362 0.0443988462 0.0435121738 0.0422712338 0.0211435075 0.0207485997 0.0201951728 0.0194826940 0.0183934901 0.0173868444 0.0164495688 0.0151879165 0.0139934341 0.0138048015 0.0138953088 
      15 5.2256117117 4.9612466813 4.7098473654 6.2556183356 6.0373816610 5.7858172277 5.5645056657 5.2960774227 5.0178883581 4.7593210768 4.4201020161 3.9798059473 3.6715998626 3.4339908206 0.0407862984 0.0399602638 0.0387525118 0.0198824669 0.0196631399 0.0190701059 0.0186216094 0.0174053296 0.0163309098 0.0158451747 0.0148429352 0.0133034672 0.0134218143 0.0137931361 
      16 5.5095663510 5.2366529782 5.0437638002 6.5184971969 6.2855563119 6.0084778699 5.8151920196 5.5412327526 5.2203528653 4.9528089111 4.5731589845 3.9565354931 3.5524158987 3.2781602072 0.0349848506 0.0344654085 0.0336880119 0.0179546008 0.0176764127 0.0170602690 0.0171859311 0.0161314656 0.0148790811 0.0148201616 0.0143881558 0.0135205236 0.0134713731 0.0138814949 
      17 5.5331623859 5.2577973785 5.0094684748 6.5107753049 6.2679316333 6.0082900059 5.7976006518 5.5080758486 5.2041046437 4.9388877791 4.5629855221 3.9564953375 3.5569161300 3.2862642844 0.0354732671 0.0349439167 0.0338475311 0.0181514629 0.0176886834 0.0172800951 0.0171464643 0.0159137115 0.0149153156 0.0148144527 0.0143971950 0.0135539015 0.0135349375 0.0139414206 
      18 5.5934166796 5.3082432114 5.0774777054 6.5360449478 6.2981419598 6.0283407195 5.7893929926 5.5135987989 5.2226935071 4.9277919147 4.5575240358 3.9475830308 3.5440684865 3.2796115773 0.0353244312 0.0348741365 0.0337814704 0.0182774679 0.0177716322 0.0172430572 0.0166176030 0.0157308317 0.0150778811 0.0144916455 0.0143052984 0.0141811591 0.0139755964 0.0142665169 
      19 5.6285773609 5.3351828539 5.1042420609 6.5578180825 6.3196675256 6.0472827344 5.7997439760 5.5379681461 5.2415932898 4.9267952587 4.5508273551 3.9339706479 3.5287318327 3.2701913981 0.0349944156 0.0346209419 0.0334736209 0.0182552474 0.0177354750 0.0172455549 0.0164530646 0.0158100718 0.0151404673 0.0143107199 0.0141651082 0.0142795769 0.0141109549 0.0144054936 
      20 5.6804349113 5.3730324231 5.1457681024 6.5872365627 6.3485053869 6.0726048722 5.8264448447 5.5629309802 5.2586335232 4.9271107292 4.5363264402 3.9087186272 3.5030198967 3.2560891418 0.0344993982 0.0342652074 0.0330511085 0.0181626934 0.0176492793 0.0172289448 0.0164661493 0.0158030329 0.0150828040 0.0141505907 0.0139678405 0.0142101910 0.0142109626 0.0145721465 
      21 5.7800034939 5.4448699211 5.2240852695 6.6406697811 6.4015831518 6.1179615922 5.8721695306 5.6047854320 5.2903607536 4.9376926958 4.5144614116 3.8653043797 3.4569763757 3.2304031105 0.0336152042 0.0336179377 0.0322795136 0.0179864076 0.0174775448 0.0171290375 0.0163887535 0.0157077037 0.0149868440 0.0140437004 0.0137361391 0.0141621864 0.0143903570 0.0148633996 
      22 5.9376784358 5.5581476625 5.3476490573 6.7228668255 6.4839500935 6.1854757951 5.9424437296 5.6683440282 5.3411764295 4.9654160898 4.4874104608 3.8018034576 3.3857267520 3.1913920520 0.0322572619 0.0326306654 0.0310901607 0.0177109631 0.0172061265 0.0169003504 0.0162276258 0.0155213539 0.0148739582 0.0141153151 0.0136585819 0.0142197275 0.0146582119 0.0152967869 
      23 6.1892366835 5.7330028940 5.5402557064 6.8431122870 6.6041087409 6.2838344419 6.0391770953 5.7578017793 5.4140605889 5.0025333024 4.4577393287 3.7136695387 3.2791085566 3.1370939558 0.0303969107 0.0313078399 0.0294353195 0.0173546866 0.0168281349 0.0165872953 0.0159059787 0.0152377850 0.0147649694 0.0142620235 0.0138506567 0.0146202120 0.0151474858 0.0159979850 
      24 6.4981265614 5.9360824035 5.7762900459 6.9787594408 6.7395289001 6.3938841586 6.1458729938 5.8568066413 5.4899381696 5.0356603657 4.4274049771 3.6210710333 3.1473231429 3.0796662051 0.0283729872 0.0299762420 0.0276636827 0.0169831174 0.0164362828 0.0163108018 0.0155907851 0.0149904710 0.0146842999 0.0145420221 0.0144813531 0.0156641585 0.0158257676 0.0168695344 
      25 6.9402823839 6.2082997427 6.1146102188 7.1617904865 6.9221041737 6.5409997322 6.2879563815 5.9833958683 5.5796154129 5.0598778319 4.3717533395 3.4937255434 2.9611857273 3.0050892526 0.0257354826 0.0283076747 0.0253870159 0.0165137550 0.0159466211 0.0159894059 0.0152440557 0.0146802953 0.0145194508 0.0147726918 0.0153134146 0.0172521093 0.0168183446 0.0181080834 
      26 7.4335106277 6.5079253378 6.4958707014 7.3640703026 7.1219485808 6.7029719159 6.4398288522 6.1163214709 5.6782111248 5.0855534620 4.3115257911 3.3559188245 2.7805272159 2.9230807736 0.0229418261 0.0263958809 0.0229226564 0.0159959317 0.0153596544 0.0155397844 0.0147118284 0.0142004650 0.0142772924 0.0148113059 0.0159071366 0.0188660855 0.0180729680 0.0194947751 
      27 7.6509713859 6.6389681904 6.6698063265 7.4530864793 7.2065966216 6.7695826731 6.5015033849 6.1802938731 5.7344256120 5.0981818657 4.2891313911 3.3003537161 2.7475683977 2.8912982933 0.0218437554 0.0255915114 0.0219326666 0.0158419608 0.0151139372 0.0153326854 0.0144338914 0.0140733965 0.0143733216 0.0148214360 0.0162021747 0.0198100620 0.0189707545 0.0201733071 
      28 7.9527339572 6.8175497274 6.9055707995 7.5738465332 7.3244996184 6.8623797995 6.5942262568 6.2669051839 5.8075083068 5.1295365387 4.2708557195 3.2327110803 2.7091928420 2.8443828012 0.0203270481 0.0243704604 0.0205113265 0.0154984774 0.0147287749 0.0149893579 0.0141401409 0.0138545975 0.0143338069 0.0149359742 0.0166634986 0.0207457347 0.0197501704 0.0209518525 
      29 8.4911350118 7.1511716632 7.3392016037 7.7902580239 7.5361956982 7.0208626885 6.7594676142 6.4394399683 5.9608066740 5.2003740078 4.2579951025 3.1327909372 2.7302734885 2.7685886782 0.0177637799 0.0221933516 0.0180513415 0.0148782245 0.0140733789 0.0143155499 0.0136743077 0.0137158509 0.0144709498 0.0151846509 0.0175863578 0.0225431732 0.0213325655 0.0223351125 
      30 8.7442953434 7.2960590640 7.5413262264 7.8847439536 7.6325862837 7.0899527738 6.8352676581 6.5132720389 6.0213389436 5.2233760622 4.2341130636 3.0777857446 2.7372791809 2.7445442404 0.0167461903 0.0212703907 0.0170529313 0.0145893319 0.0138808883 0.0141014209 0.0136713617 0.0137313292 0.0144667009 0.0152621739 0.0178158051 0.0230447196 0.0219573565 0.0229633897 
      31 8.8079018767 7.3362648715 7.5962795073 7.9084767602 7.6594407265 7.1107044011 6.8541267279 6.5268215998 6.0330320385 5.2285568288 4.2247845172 3.0664751083 2.7463552973 2.7477255741 0.0165378312 0.0209896775 0.0168082751 0.0144693918 0.0138746186 0.0141038107 0.0137236234 0.0137178954 0.0143504552 0.0151611876 0.0176520819 0.0228799312 0.0219859896 0.0230643701 
      32 8.9990395094 7.5133806161 7.8035088007 7.9851290721 7.7429769548 7.1811695184 6.9064108170 6.5683689872 6.0714820654 5.2559909566 4.2298258505 3.0905265208 2.7834502821 2.7886871689 0.0159467160 0.0199523586 0.0159603538 0.0138673648 0.0137804003 0.0140061027 0.0137377908 0.0137602178 0.0136950321 0.0143906043 0.0168027937 0.0221672861 0.0217027144 0.0231064984 
      33 8.8829497769 7.5570738403 7.7828130798 7.9527530756 7.7130672489 7.1613808711 6.8777673511 6.5516076826 6.0702288298 5.2916325232 4.3138729047 3.2287565312 2.9125081867 2.8744107280 0.0165151822 0.0197929280 0.0160940066 0.0135664245 0.0138446105 0.0139155057 0.0138597549 0.0140080941 0.0134013069 0.0136218577 0.0158375382 0.0207218001 0.0204784351 0.0221263203 
      34 8.8660832579 7.5907285959 7.7921691336 7.9489487335 7.7048046556 7.1585551767 6.8743753993 6.5421487323 6.0749122778 5.3206691882 4.3648624527 3.2892320696 2.9891179683 2.8934085028 0.0164847410 0.0196020130 0.0159388708 0.0136824453 0.0137751531 0.0138112975 0.0138568172 0.0138467822 0.0135935891 0.0137826040 0.0159273875 0.0204830586 0.0200983257 0.0216696887 
      35 8.8185607291 7.7995010816 7.9176020227 7.9350042650 7.6895631057 7.1611345716 6.8594393587 6.4943345088 6.0797773723 5.4365276860 4.5623941073 3.5870549690 3.3903333322 3.0492509312 0.0167353467 0.0185146302 0.0154218096 0.0137480355 0.0137990196 0.0136993216 0.0142041529 0.0136358974 0.0136939263 0.0135951199 0.0146941112 0.0174722600 0.0175353221 0.0192670158 
      36 8.7623697318 8.0695746735 8.0839135231 7.9104240591 7.6582450147 7.1576502719 6.8332176146 6.4317410667 6.0684555452 5.5708756925 4.8108492385 3.9736556445 3.8581343648 3.2481749341 0.0169676214 0.0173254354 0.0147953351 0.0138704927 0.0137987544 0.0136731703 0.0145459349 0.0136429724 0.0138112213 0.0136294246 0.0134527935 0.0139587332 0.0142077191 0.0161106726 
      37 8.8707559927 8.1292723762 8.1830607692 7.9412686976 7.6891099855 7.1834726201 6.8385120313 6.4424340950 6.0720376995 5.5632596385 4.8126336766 3.9704829346 3.8203464346 3.2358965100 0.0165475509 0.0171187122 0.0144737036 0.0138896854 0.0137708059 0.0137268519 0.0140571287 0.0136882670 0.0138550432 0.0137717724 0.0140931801 0.0149358789 0.0145498215 0.0162608201 
      38 8.8902467800 8.1980778009 8.2534851684 7.9371124070 7.6805867132 7.1888368335 6.8200012786 6.4141091792 6.0452136835 5.5691959271 4.8524615267 4.0517260469 3.8597017863 3.2741806293 0.0164977399 0.0168649079 0.0142709178 0.0139884553 0.0138160498 0.0139034606 0.0138318450 0.0137970153 0.0138281574 0.0138648595 0.0140716538 0.0144967272 0.0138261026 0.0154438122 
      39 8.8941055015 8.1818497871 8.2555697405 7.9320132398 7.6687004530 7.1865702327 6.8127448839 6.4018913015 6.0206484986 5.5408725475 4.8178250285 4.0255538070 3.7832730885 3.2617431019 0.0164805117 0.0169419032 0.0142867203 0.0140414958 0.0138305932 0.0140370261 0.0138092824 0.0139061884 0.0138004106 0.0139356211 0.0140745643 0.0145141715 0.0138929726 0.0153862366 
      40 8.8946359509 8.1636017466 8.2705906650 7.9192007222 7.6380253819 7.1789622115 6.7955607392 6.3682662522 5.9651743479 5.4853107446 4.7567613743 3.9883830714 3.6178374367 3.2382188446 0.0164809829 0.0170260729 0.0142555861 0.0140966111 0.0138277033 0.0141675672 0.0137874801 0.0140264814 0.0137757081 0.0140553408 0.0140861833 0.0145033686 0.0139637569 0.0150853286 
      41 8.8966794390 8.1716726943 8.3330624255 7.8998508967 7.5895247223 7.1638076068 6.7663950195 6.3068713976 5.8748853687 5.4010386141 4.6767078822 3.9567794246 3.3581912670 3.2048998844 0.0165116055 0.0170241429 0.0141074606 0.0140929686 0.0138484827 0.0141342741 0.0138034080 0.0140927032 0.0138343984 0.0141766164 0.0141555039 0.0145530197 0.0140956119 0.0143889186 
      42 8.8988903031 8.2102581805 8.3808161601 7.9001948582 7.5849343869 7.1607117762 6.7604828392 6.2898640954 5.8601016568 5.3887042848 4.6753374524 3.9710699343 3.3274398588 3.2005215753 0.0165345073 0.0168846008 0.0139842525 0.0140264985 0.0138957054 0.0139353337 0.0138757657 0.0139626816 0.0139440668 0.0140848286 0.0141704494 0.0146158361 0.0142254632 0.0141525388 
      43 8.8983494274 8.2329284754 8.4035210576 7.9021130394 7.5846013858 7.1598652945 6.7571931088 6.2848922976 5.8569035007 5.3824937620 4.6764599176 3.9775152618 3.3372960304 3.1981627726 0.0165482184 0.0168037832 0.0139253131 0.0140317250 0.0139392314 0.0139059144 0.0139412797 0.0139405655 0.0140331792 0.0140238480 0.0141975235 0.0146628747 0.0143669182 0.0141283119 
      44 8.8918377305 8.2626351815 8.4308822277 7.9017835170 7.5754601045 7.1579905668 6.7476575353 6.2713825490 5.8410316517 5.3650241272 4.6718362287 3.9830036306 3.3384256063 3.1929454089 0.0165822144 0.0166891767 0.0138506072 0.0140568294 0.0139671191 0.0139704948 0.0140130833 0.0139724137 0.0140814731 0.0139753036 0.0142579669 0.0146549941 0.0145383291 0.0140965729 
      45 8.8789453737 8.2987615521 8.4562894491 7.8993530653 7.5601591584 7.1541577298 6.7341488985 6.2533879695 5.8186180593 5.3441605028 4.6683322702 3.9908259276 3.3419388149 3.1869618454 0.0166481110 0.0165524273 0.0137929582 0.0140741863 0.0139673832 0.0140486239 0.0140582733 0.0140273810 0.0140713605 0.0139579430 0.0143393505 0.0145840106 0.0146969257 0.0141054294 
      46 8.8642913428 8.3415924335 8.4767905949 7.8956725957 7.5432980084 7.1479187962 6.7185029006 6.2345109027 5.7947293504 5.3237462104 4.6674196564 4.0018530407 3.3490409363 3.1806875666 0.0167269467 0.0163979215 0.0137563849 0.0140819550 0.0139683712 0.0140709244 0.0140471699 0.0140839129 0.0140467664 0.0139870119 0.0144012173 0.0144636785 0.0148079728 0.0141596861 
      47 8.8559906384 8.3877213985 8.4894454521 7.8925845058 7.5300334352 7.1404939543 6.7039455222 6.2185899339 5.7741761732 5.3054756476 4.6665739550 4.0130972780 3.3566157715 3.1738866346 0.0167849047 0.0162376093 0.0137391578 0.0140858114 0.0139973498 0.0140218612 0.0139983248 0.0141268837 0.0140547359 0.0140592753 0.0144049851 0.0143429065 0.0148563750 0.0142572034 
      48 8.8587742942 8.4259183753 8.4912079016 7.8914140358 7.5223783687 7.1351666940 6.6942065123 6.2077561547 5.7596507283 5.2905859882 4.6634558360 4.0207576531 3.3604706025 3.1677701192 0.0167942622 0.0161070800 0.0137397886 0.0140929613 0.0140397861 0.0139847625 0.0139798404 0.0141518977 0.0140917343 0.0141423438 0.0143666074 0.0142927693 0.0148371167 0.0143565380 
      49 8.8679615815 8.4740200478 8.4838106478 7.8906073516 7.5130696019 7.1300202845 6.6834964543 6.1950450925 5.7431858651 5.2729381186 4.6624187094 4.0355041546 3.3674765881 3.1627297494 0.0167769265 0.0159401184 0.0137572663 0.0140987759 0.0140805648 0.0139961575 0.0140160924 0.0141777236 0.0141486175 0.0142206791 0.0143059494 0.0143045405 0.0147185734 0.0144348936 
      50 8.8752442050 8.5294485835 8.4690799414 7.8890589905 7.5003229338 7.1239013549 6.6705940922 6.1806425154 5.7251839257 5.2532890664 4.6661483322 4.0574446099 3.3797431528 3.1583032379 0.0167680597 0.0157477779 0.0137929407 0.0140954949 0.0141052651 0.0140366743 0.0140867970 0.0142081285 0.0142083418 0.0142605901 0.0142619780 0.0143569360 0.0145533039 0.0144881314 
      51 8.8770052522 8.5516097816 8.4584127640 7.8883962857 7.4948569711 7.1210556392 6.6651610202 6.1757458500 5.7187487000 5.2447098016 4.6690075762 4.0662520662 3.3855389680 3.1553499849 0.0167694439 0.0156723349 0.0138210770 0.0140896520 0.0141088746 0.0140593699 0.0141242988 0.0142192943 0.0142309936 0.0142445986 0.0142660404 0.0143970552 0.0144916435 0.0145011034 
      52 8.8791464614 8.5598277188 8.4505860970 7.8890650407 7.4944918367 7.1199814783 6.6638748702 6.1763783001 5.7180159640 5.2408902484 4.6702690822 4.0661786447 3.3876283318 3.1511982940 0.0167639459 0.0156438470 0.0138407403 0.0140867423 0.0141074204 0.0140612017 0.0141286453 0.0142179331 0.0142331985 0.0142098712 0.0142968271 0.0143979880 0.0144839961 0.0144872673 
      53 8.9919930863 8.7524683024 8.5256983827 7.9306813983 7.5102768396 7.1522084259 6.6731771893 6.1602785564 5.6878142486 5.2103500773 4.6620661668 4.0765707393 3.2266969029 3.1225429639 0.0162227242 0.0147952766 0.0133291022 0.0135660333 0.0136942774 0.0134376696 0.0135897397 0.0136607254 0.0135966655 0.0134872755 0.0136247642 0.0134191965 0.0138155703 0.0136659404 
      54 8.9823341157 8.7708451707 8.5152323167 7.9305017158 7.5022403913 7.1489500231 6.6683852429 6.1598467443 5.6874163333 5.2079517524 4.6669109264 4.0845121784 3.2314622008 3.1188885523 0.0162971187 0.0148004308 0.0133984917 0.0135305659 0.0135698623 0.0134107152 0.0134958554 0.0136240632 0.0135679870 0.0134376436 0.0135191022 0.0134435301 0.0137256939 0.0135683945 
      55 8.9849667336 8.7962862511 8.5112875841 7.9411067159 7.5177470645 7.1484063439 6.6751798106 6.1756331902 5.6969567176 5.2043605403 4.6589106771 4.0643150118 3.2511164202 3.0951763777 0.0162953158 0.0147209351 0.0134139942 0.0134811263 0.0135378454 0.0134224514 0.0134729633 0.0135720951 0.0135464928 0.0134650828 0.0134650570 0.0134569541 0.0137458650 0.0134978957 
      56 8.9847080526 8.8647046071 8.5051813963 7.9606757072 7.5407897294 7.1418550574 6.6825537471 6.2001665859 5.7037087274 5.1825277694 4.6370731820 4.0198579548 3.2792169086 3.0360604596 0.0163220078 0.0145093006 0.0134327543 0.0134301480 0.0134795786 0.0134369628 0.0134575916 0.0135011215 0.0135235905 0.0135313508 0.0134723659 0.0134807322 0.0138388131 0.0134530535 
      57 8.9828325263 8.9239532398 8.5059166792 7.9783269408 7.5654646083 7.1351449579 6.6919238594 6.2250745920 5.7115719429 5.1663474712 4.6183400412 3.9772963691 3.3040116848 2.9800352230 0.0163518768 0.0143312273 0.0134397053 0.0134118470 0.0134331906 0.0134486904 0.0134461769 0.0134511417 0.0134942884 0.0136218293 0.0135080923 0.0134957806 0.0138018067 0.0134568179 
      58 8.9802469484 8.9310274527 8.5180644158 7.9823428042 7.5770159023 7.1342778576 6.6979647910 6.2343589162 5.7182496245 5.1709746767 4.6200963784 3.9706483289 3.3025531991 2.9663450749 0.0163647266 0.0143104327 0.0134101373 0.0134251162 0.0134260873 0.0134490275 0.0134441382 0.0134484398 0.0134794096 0.0135998578 0.0135347425 0.0135271399 0.0135564953 0.0134753982 
      59 8.9777462968 8.9255303806 8.5277888680 7.9816438944 7.5772081879 7.1347941799 6.6982669251 6.2329824941 5.7187622538 5.1735340599 4.6203029765 3.9696135804 3.2918914469 2.9625008942 0.0163734609 0.0143275409 0.0133916763 0.0134301592 0.0134266044 0.0134478071 0.0134446391 0.0134453451 0.0134879243 0.0135705736 0.0135527373 0.0135680148 0.0135352332 0.0135106705 
      60 8.9768725634 8.9258759266 8.5300669476 7.9812311165 7.5766636121 7.1348550791 6.6977813915 6.2317707814 5.7198554909 5.1770387326 4.6213568701 3.9681187511 3.2873740000 2.9526787045 0.0163771892 0.0143265207 0.0133914550 0.0134277363 0.0134260217 0.0134512166 0.0134440658 0.0134440389 0.0134943087 0.0135584867 0.0135563400 0.0135728531 0.0135368992 0.0135337077 
      61 8.9771087583 8.9299168006 8.5305744133 7.9797815889 7.5739078885 7.1355918748 6.6956340310 6.2279255715 5.7230247654 5.1881790059 4.6277409996 3.9701967990 3.2827177716 2.9299039584 0.0163770075 0.0143140025 0.0133926093 0.0134240922 0.0134292994 0.0134560814 0.0134455144 0.0134482591 0.0134994090 0.0135256014 0.0135427849 0.0135596192 0.0135494465 0.0135492266 
      62 8.9776348469 8.9343406162 8.5295236723 7.9776259769 7.5700238061 7.1369119826 6.6927851991 6.2228710778 5.7279707986 5.2049723946 4.6377296290 3.9747598368 3.2788431880 2.8989174916 0.0163751135 0.0142995576 0.0133952146 0.0134271986 0.0134360295 0.0134572353 0.0134500862 0.0134578688 0.0134918377 0.0134874644 0.0135177534 0.0135481163 0.0135736511 0.0135642184 
      63 8.9778771956 8.9336379843 8.5285378199 7.9765041597 7.5682296658 7.1376294719 6.6918034082 6.2208787300 5.7293428133 5.2108823274 4.6415572384 3.9780468452 3.2791479895 2.8914536172 0.0163732987 0.0143008281 0.0133960599 0.0134331117 0.0134398663 0.0134532138 0.0134533478 0.0134640526 0.0134805776 0.0134851991 0.0135081684 0.0135466467 0.0135843823 0.0135696237 
      64 8.9778850809 8.9331090377 8.5282912975 7.9764310377 7.5680310586 7.1378414109 6.6916431165 6.2207498594 5.7292704293 5.2107869326 4.6416326550 3.9788300628 3.2798410050 2.8912269179 0.0163730296 0.0143022706 0.0133960601 0.0134358171 0.0134403913 0.0134509460 0.0134545945 0.0134651914 0.0134764590 0.0134862971 0.0135069796 0.0135488569 0.0135844242 0.0135687525 
      65 8.9778977141 8.9322554128 8.5282852492 7.9765049852 7.5679642113 7.1382049038 6.6914142825 6.2207362254 5.7290202559 5.2096125712 4.6409026747 3.9793337509 3.2807658107 2.8907195095 0.0163726890 0.0143048301 0.0133958638 0.0134366164 0.0134405219 0.0134496006 0.0134551656 0.0134654603 0.0134755786 0.0134873764 0.0135075475 0.0135487425 0.0135820926 0.0135696969 
      66 8.9779874424 8.9305036477 8.5284362047 7.9765854610 7.5677396546 7.1390518990 6.6908742448 6.2205395347 5.7287390746 5.2077913929 4.6397194961 3.9805465685 3.2827946164 2.8885463067 0.0163716212 0.0143100909 0.0133954334 0.0134359506 0.0134406805 0.0134480236 0.0134558134 0.0134657524 0.0134763220 0.0134900389 0.0135098061 0.0135460541 0.0135774334 0.0135723998 
      67 8.9780662735 8.9290392552 8.5285882848 7.9766264315 7.5675621893 7.1397575641 6.6904599670 6.2203664364 5.7285671421 5.2064575938 4.6388267428 3.9816111410 3.2844565608 2.8866586001 0.0163706843 0.0143144844 0.0133950751 0.0134349029 0.0134407415 0.0134470242 0.0134561956 0.0134658930 0.0134774092 0.0134924891 0.0135119558 0.0135434933 0.0135739862 0.0135745741 
      68 8.9959200289 8.9933354385 8.5378374375 7.9883834520 7.5733071770 7.1441170199 6.6907592427 6.2203038548 5.7248937419 5.1981057854 4.6340132633 3.9761695312 3.2590280261 2.8408826310 0.0163005175 0.0140949857 0.0133156411 0.0133147790 0.0133226976 0.0133233578 0.0133300850 0.0133290067 0.0133354778 0.0133446837 0.0133383939 0.0133359275 0.0133740582 0.0133919412 
      69 8.9953978844 8.9879659750 8.5349924122 7.9862452417 7.5714857690 7.1433042268 6.6901253705 6.2192186650 5.7234775259 5.1965649886 4.6325495159 3.9761256802 3.2593168997 2.8484607658 0.0163019831 0.0141150996 0.0133190096 0.0133222045 0.0133249810 0.0133258170 0.0133296018 0.0133297824 0.0133353594 0.0133450195 0.0133390650 0.0133401681 0.0133711051 0.0133665246 
      70 8.9955276410 8.9879315861 8.5353903630 7.9830066616 7.5697673012 7.1411140442 6.6894627466 6.2178658548 5.7232107880 5.1981155866 4.6309634716 3.9723340157 3.2618784187 2.8485942969 0.0163020065 0.0141158752 0.0133187262 0.0133227755 0.0133265378 0.0133269374 0.0133303743 0.0133315757 0.0133353384 0.0133409891 0.0133404236 0.0133440758 0.0133613877 0.0133631588 
      71 8.9956698997 8.9876170573 8.5358040795 7.9807398929 7.5688180450 7.1398336612 6.6890582835 6.2170354911 5.7231975259 5.1992730021 4.6300873348 3.9703311005 3.2639194990 2.8485929526 0.0163015430 0.0141171011 0.0133181898 0.0133245455 0.0133279376 0.0133284999 0.0133309673 0.0133330159 0.0133355349 0.0133385758 0.0133421018 0.0133485928 0.0133566157 0.0133622547 
      72 8.9956864172 8.9875923074 8.5358541795 7.9802954132 7.5688294418 7.1396699824 6.6890456154 6.2169998960 5.7232388206 5.1994028701 4.6299486675 3.9702287412 3.2643142447 2.8485650442 0.0163014661 0.0141171765 0.0133181271 0.0133253371 0.0133279884 0.0133288697 0.0133309915 0.0133331408 0.0133354772 0.0133384723 0.0133424517 0.0133495020 0.0133564991 0.0133621993 
      73 8.9956869340 8.9876348343 8.5358534543 7.9799061061 7.5690506748 7.1396164428 6.6891333395 6.2170942921 5.7232763903 5.1993895785 4.6298509344 3.9704226327 3.2642555325 2.8485454343 0.0163014793 0.0141170459 0.0133181318 0.0133258115 0.0133276617 0.0133289675 0.0133308673 0.0133329789 0.0133354139 0.0133384958 0.0133426279 0.0133491199 0.0133567283 0.0133622883 
      74 8.9956859846 8.9876655687 8.5358465731 7.9796622555 7.5692035923 7.1396020077 6.6892015564 6.2171667606 5.7233009163 5.1993686938 4.6297948440 3.9705759680 3.2641825838 2.8485337084 0.0163014915 0.0141169493 0.0133181419 0.0133261107 0.0133274491 0.0133290057 0.0133307725 0.0133328585 0.0133353775 0.0133385434 0.0133427415 0.0133488062 0.0133569209 0.0133623858 
      75 8.9991478760 8.9980082497 8.5367174176 7.9796667008 7.5689379372 7.1392019331 6.6887504611 6.2161501184 5.7218280110 5.1976656978 4.6275952859 3.9679242041 3.2599315627 2.8433691150 0.0162877980 0.0140824752 0.0133034599 0.0133050147 0.0133054157 0.0133056924 0.0133057280 0.0133064891 0.0133071752 0.0133075654 0.0133087846 0.0133096693 0.0133118465 0.0133146428 
      76 8.9991385708 8.9976283437 8.5365821248 7.9794962920 7.5688170082 7.1390861082 6.6885591740 6.2160552345 5.7217524414 5.1975417553 4.6275355512 3.9677300268 3.2598787101 2.8440678426 0.0162878036 0.0140838148 0.0133036015 0.0133051788 0.0133055258 0.0133057727 0.0133059610 0.0133065690 0.0133071459 0.0133076323 0.0133086650 0.0133097322 0.0133114552 0.0133129487 
      77 8.9991399743 8.9976208969 8.5365871890 7.9794780576 7.5688559699 7.1390843331 6.6884467586 6.2160633425 5.7217923726 5.1975075120 4.6275859457 3.9677053316 3.2598694888 2.8440737069 0.0162877983 0.0140838405 0.0133035958 0.0133051998 0.0133054737 0.0133057753 0.0133061018 0.0133065583 0.0133070807 0.0133076972 0.0133085673 0.0133097709 0.0133114703 0.0133129368 
      78 8.9991401219 8.9976208629 8.5365882563 7.9794752884 7.5688615271 7.1390854880 6.6884312913 6.2160655095 5.7218005438 5.1975028084 4.6275933667 3.9677025901 3.2598676577 2.8440742402 0.0162877978 0.0140838407 0.0133035946 0.0133052032 0.0133054665 0.0133057743 0.0133061296 0.0133065545 0.0133070692 0.0133077079 0.0133085556 0.0133097753 0.0133114742 0.0133129335 
      79 8.9998286087 8.9995424555 8.5367112975 7.9794174363 7.5687680097 7.1389608507 6.6882538586 6.2158260778 5.7214837437 5.1971097156 4.6271365427 3.9671014494 3.2589886811 2.8433190264 0.0162850634 0.0140774665 0.0133007119 0.0133010371 0.0133010921 0.0133011453 0.0133012214 0.0133013061 0.0133014116 0.0133015439 0.0133017077 0.0133019624 0.0133023117 0.0133026822 
      80 8.9998281406 8.9995277504 8.5367058088 7.9794135771 7.5687654140 7.1389530909 6.6882491492 6.2158211040 5.7214795299 5.1971067446 4.6271302812 3.9670980624 3.2589844026 2.8433478608 0.0162850642 0.0140775188 0.0133007175 0.0133010399 0.0133010931 0.0133011530 0.0133012251 0.0133013101 0.0133014132 0.0133015421 0.0133017105 0.0133019565 0.0133022983 0.0133026062 
