CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

authors Bentley, P.
year 1999
title Evolutionary Design by Computers Morgan Kaufmann
source San Francisco, CA
summary Computers can only do what we tell them to do. They are our blind, unconscious digital slaves, bound to us by the unbreakable chains of our programs. These programs instruct computers what to do, when to do it, and how it should be done. But what happens when we loosen these chains? What happens when we tell a computer to use a process that we do not fully understand, in order to achieve something we do not fully understand? What happens when we tell a computer to evolve designs? As this book will show, what happens is that the computer gains almost human-like qualities of autonomy, innovative flair, and even creativity. These 'skills'which evolution so mysteriously endows upon our computers open up a whole new way of using computers in design. Today our former 'glorified typewriters' or 'overcomplicated drawing boards' can do everything from generating new ideas and concepts in design, to improving the performance of designs well beyond the abilities of even the most skilled human designer. Evolving designs on computers now enables us to employ computers in every stage of the design process. This is no longer computer aided design - this is becoming computer design. The pages of this book testify to the ability of today's evolutionary computer techniques in design. Flick through them and you will see designs of satellite booms, load cells, flywheels, computer networks, artistic images, sculptures, virtual creatures, house and hospital architectural plans, bridges, cranes, analogue circuits and even coffee tables. Out of all of the designs in the world, the collection you see in this book have a unique history: they were all evolved by computer, not designed by humans.
series other
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

0bfa, be50, ascaad2014_035t1, 7a13, acadia14projects_619ah, ijac201412201r1, 7bc0, 8f11, cdcb, 46bc, 9c4d, c7fa, a359, 9e8c, ijac201412403b6, ecaade2017_059nn, sigradi2014_074h6, ce13, 321a, bb47, 35de, 5214, 3b40, 3fd0, 2859, d4f2, 137e, d184, adc1, 6cec, ecaade2015_87z17, ecaade2017_169mm, ecaade2017_007b, 1188, ecaade2016_130x36, 425e, ecaade2016_191a51, 5e45, 24f1, acadia16_184p12, cb12, 5f89, a999, c151, 70fa, ac0a, b87e, dd61, 6105, 0f62, b95b, 40ad, 3d2b, ecaade2015_72v13, c804, 79d8, 1733, caadria2016_055r3, 1094, 063d, ecaade2015_172d37, 8241, 9c97, 98cb, sigradi2015_11.222o26, 0f84, caadria2016_819l34, 8ec3, 75b7, e5a0, a87a, caadria2017_057z19, 918e, caadria2016_147h6, 6dc9, ddc9, 7732, 36ff, 4250, ecaade2016_071r19, sigradi2014_266l2, 706a, bf9e, 98ea, 9ff5, fbd8, acde, da60, caadria2016_851p36, 7240, 8fb7, 4336, ecaade2017_198zz, 63f0, 78a7, 0d69, 2b07, 9121, 7303, ijac201513206h9, 9b6e, af58, e42e, ecaade2015_297u64, caadria2016_197s9, 9837, e0b5, sigradi2015_4.52m6, caadria2015_206g30, f19b, ecaade2014_104v23, 3df7, ecaade2017_282u, caadria2017_086o25, 7023, acadia14projects_291ao, d849, ecaade2017_048mm, bbf8, 3690, a8da, 3e25, e984, 8bf1, d2dd, c8b4, caadria2015_016j3, acd0, dd88, ascaad2014_036y1, caadria2017_118y30, 6ea2, d5c0, c825, 9694, 347c, e9a4, caadria2015_087z13, ascaad2016_005b3, c708, ijac201412406j9, 0837, cae8, ff6c, caadria2016_839m35, ee29, b1dd, acef, f7a9, 3907, c9a6, 0e17, 2910, c83d, 269c, sigradi2015_3.345r5, 8de1, 663d, 1e01, 7adb, 6342, 1e3b, 632a, ascaad2014_009f5, 088f, ccc4, d9d7, 13a1, caadria2016_105c5, acadia16_382r23, 257f, 4980, 699d, 5f3c, 4d05, acadia15_123i4, c4fd, 2f1b, 5141, caadria2016_601r25, 5d4c, ascaad2014_019h2, ecfd, f456, f8c2, 23d7, 5f29, f995, adeb, 5f48, ecaade2017_057h, caadria2015_086l13, ijac201412305f2, 68a7, 8725, 9a1e, 1696, 0313, 0fdb, 0756, 4b2b, 5544, 823d, 87eb, b4f9, 3fd1, 3f0d, a4fc, 049f, 9d11, 8404, 4bb7, 627a, 581d, 1325, 3946, 218d, acadia14_189au, d73a, 803c, ecaade2014_168j41, 71f8, 53bc, caadria2017_008x3, 5dd6, cc64, 491b, ecaade2014_232v59, 7c2c, 25a4, 4d96, 3f36, acadia16_298k18, 94bb, f4ee, 23d9, ascaad2016_039j15, 2786, c7ee, 1b65, fb21, 86e9, caadria2015_102b16, 5055, bd88, 9d80, c8d5, e81f, b8ca, 71ec, a5a1, f941, b107, 5bbc, c885, 94dc, dcd0, ecaade2016_191i51, 1aad, 4f9e, ecaade2016_073g21, e000, aad1, 2fa4, db86, e516, f194, sigradi2013_158t, 2387, b18e, b982, 12ed, fa9c, acadia14projects_43ad, a582, 049b, c06f, 2017, 9617, 3718, 8db6, b5c2, 7b04, 4616, dd6d, bd89, 061e, 64ee, c0de, fde8, ijac201412204x2, ijac201614305k3, 4790, ea81, a711, ijac201412404w7, 31a7, d36a, 636b, ecaade2016_217j56, 19f0, 0492, 3434, 2000, 9cf0, dcd3, efd4, acadia14_601y, b918, ecaade2015_138x27, 6a08, acadia15_343l14, 321e, bb0d, cbc4, ce9c, f5a4, dc71, acadia14_609al, a1e1, ijac201412201d1, 2cf7, ijac201513102z1, df7a, ecaade2017_019ll, 50c0, sigradi2015_3.221u4, 7348, 82b1, caadria2015_081r12, 04ba, ijac201412304o1, 56c6, 4833, 651c, be93, fe78, ecaade2016_129c36, a1ab, 9461, e56b, 67d1, 01c0, 4b3a, d03e, d791, 4641, 7ac6, 864c, a66a, 2f31, 3a06, f6e7, fb39, a8b8, acadia14projects_33ah, dcfd, f443, b417, c47d, 8160, 2271, 0026, 0a13, 19f2, 7458, ecaade2017_041k, 18e5, 7ef8, 26c5, 609a, 89f2, 9c04, ebcb, 5234, 9636, e25e, 11e3, 3bbe, acadia16_62m4, a4d8, 9668, acadia14projects_327c, 25bd, b9f2, ecaade2014_065e15, 7c23, eb35, 35b7, bf2b, acadia16_72f5, 7ea5, c1fd, 1da4, caadria2017_043h14, 4511, a5d2, 4214, ae22, 7f5c, 2e4b, 0cf6, 1202, 0d5c, df2e, e260, 1d2c, 48aa, 18d8, ecaade2015_15v1, 9de4, ecaade2017_jgom, 7a2a, e09b, cf47, f72f, 1592, caadria2015_142r23, 2f2e, fec2, 548f, sigradi2016_625oo, ecaade2017_215m, 056d, ijac201412301b6, 5968, 0bb1, 136e, bbc5, ijac201412306a3, b02c, 9b43, sigradi2016_595gg, 8deb, a247, 6cc1, 9894, 75a1, 85ff, 99f7, 21ff, 71f9, ae99, acadia14projects_627ax, c28d, 4cfc, 098e, 7ef5, caadria2016_311c14, 7b11, 5cc1, 586e, 1b84, 3bb4, a811, 2346, 7645, acadia16_280x17, b6dc, acadia15_395x16, 2899, 709c, 56dd, 7ff8, fce3, e84f, 24e4, c435, e305, 9aa9, ed5e, 7433, sigradi2014_048x4, f591, b830, 6e3b, 0643, 8bf2, 1fa2, bd09, 31f8, 1e4b, 23d8, acadia16_88y5, 41a2, d1af, 4726, 8b63, ecaade2016_025p7, 55bd, baf7, acadia14_333ax, c102, c4e1, 62b2, caadria2015_014k2, 799f, 0dd6, 333a, c015, 2ccc, ijac201614206x10, 3bd9, 4795, 2fc2, d3a8, 6132, 15c1, 4ef3, 4fe1, 45a4, 2054, 8d65, b4de, 6b57, 9925, 822d, ijac201614405e4, 6de0, 725f, 5064, d98b, 8ede, e468, ecaade2017_229q, 4bc3, acadia14_317aa, 7320, 4262, ee77, acadia15_232o9, 57cb, e81a, da3a, 157b, a0ec, cc47, ecaade2016_170u48, edb3, cc70, 84b5, sigradi2016_382cc, 3839, ecaade2017_309mm, e27b, caadria2016_861z36, 64b0, f6d3, 0bff, b784, 0041, fab9, 013f, sigradi2016_450ss, b2d3, 1c02, f285, b66d, sigradi2015_13.316v28, 3e0e, 7898, bcd0, ecaade2016_126n34, f4fd, dcb1, 9563, a309, a079, ascaad2016_033c13, 8d7d, 69d3, a737, aed0, ijac201614305l3, dcc9, 2675, d05c, ba02, 147c, f937, ca46, 5aea, da29, 7fd8, 63c5, sigradi2014_197a7, 9976, 4d86, sigradi2014_305k5, e38d, dde8, acadia14_589a, 440a, acadia14_75ax, 5112, 47a3, 1c19, 7da5, ecaade2014_168s41, 5bc0, d417, 7efb, 4a24, caadria2017_021h8, 5e3a, ffcc, acadia14projects_135p, 8e85, b212, acadia15_57r1, 3055, acadia14projects_619an, f385, 5a2c, 9c12, ecaade2015_59z10, acadia14_33ai, sigradi2016_781zz, ae26, 9510, 0a0d, e6b3, 4069, a749, e35c, caadria2017_043a14, 468b, 96d6, acadia14projects_389az, f43b, 9e0b, 7f8c, de16, ecaade2017_117t, 6fb5, 57eb, ecaade2014_186l47, caadria2015_246a36, 740d, sigradi2015_11.392z26, sigradi2013_364, 0449, 4593, 6192, 0433, 9cb8, sigradi2015_12.107f27, ijac201614403l2, acadia16_244m15, ascaad2016_028c11, dabd, f16c, 1583, f8a4, aa6d, 5b65, f177, 8be2, ecaade2017_294c, 5,9999999999999999e+83, 115d, 92e9, 7c3c, d8a3, 5e04, a049, 1c71, d03b, d31f, ecaade2015_171o36, ecaade2017_152pp, 7ae3, 0924, cb6d, 91bb, acadia16_140v10, f1f4, 0eb9, ecaade2014_224p57, ecaade2015_309z67, 3006, f52b, 579f, 74df, 29b9, ecaade2017_053qq, 65b1, ascaad2016_048h20, acd7, 0e04, 7075, 1b3d, a89f, 39d6, f31b, 12e2, bf63, c292, b4eb, 03c0, 3559, 2522, 1041, f0bd, ijac201513105t4, dd65, 16d2, edd2, 37cd, 1943, fc28, 196e, 228d, 6aef, acadia16_424h25, ab67, bb05, 708c, ced4, 4e21, 7749, 2c8c, 7c90, 5d4f, sigradi2016_430o, ecaade2013r_006w4, 1214, 5abe, ecaade2014_038b10, bb76, c489, 451e, 5c7a, 7e43, f174, 176d, ecaade2017_101n, 12eb, sigradi2014_313e6, 0648, 3094, acadia16_140b11, ijac201614305h3, bcf0, eb0d, 6cf5, b8ff, ae24, 000b, 5fa3, 891d, caadria2015_203l29, caadria2017_185r44, 5f60, sigradi2015_9.152s16, 4aaf, f6eb, 7279, db61, d439, 5b45, 88d5, 08ff, 4b21, 09f7, sigradi2013_52h, 7401, c923, 3581, c16f, ecaade2014_024c7, dcb3, 3623, 2144, ijac201614208i14, 7328, ecaade2015_74m14, 67af, f7dd, ecaade2017_208r, c7be, 33e6, 1fab, 6ad8, 61ae, 9154, a9ab, 5e9d, fb6c, f93f, 665c, 081a, c8e9, 7e6b, cf34, ecaade2014_184h46, 8522, 0beb, sigradi2015_11.8t23, ecaade2017_091uu, caadria2016_621u26, ebd8, ascaad2016_004u2, 1bf0, 8360, 51ec, 65c0, ecaade2015_119e24, 6e83, 7296, d823, ecaade2016_077n22, 7799, 3b91, 753c, eac0, 9a87, acadia14projects_339w, 9183, 8c93, fe84, 5fa4, 5270, bd93, c6db, 76d3, 5d29, c252, 2564, sigradi2014_042p3, 6bcc, 57b1, 61d1, 1a48, 4a97, f006, 227d, 2552, 6989, 0d84, 8fe6, 6fe7, 90b0, 2c98, acadia15_263d11, ecaade2017_080gg, cd51, acadia16_260f16, 14a5, acadia15_469p20, ed43, cd89, 43e7, 02c4, ijac201614302n1, e859, b827, ecaade2014_157j38, 6abf, 6a33, f765, bfbf, ecaade2014_019d5, 8274, acadia14projects_53j, 91a2, 9f18, d172, ed8a, 1e13, a957, 6d13, 5d65, f61c, 3696, 8e45, caadria2016_033t2, sigradi2014_032h2, aa89, caadria2017_123d32, bf90, d0d5, 1843, f8ee, 4263, c000, c2a7, 1b17, 2043, 4186, 3a92, 6ecf, 5a1f, ijac201614103n3, cf21, 3a40, c08e, ecaade2016_098f27, ecaade2017_048w, ecaade2017_215j, c4fa, 7531, 76ff, 975f, ijac201513202o6, c136, 1bb3, 89c7, 76b0, c97a, 69f0, acadia14_135i, c80b, ae8a, d30e, 0daf, acadia16_106l8, 9986, 39f1, 200d, ecaade2014_167m40, d957, f68f, ecaade2014_168y40, 1d1f, dc17, 17a2, 4596, sigradi2014_151p3, 954f, c803, 9011, d49c, ecaade2017_220rr, 5b75, 9e81, da2f, ab36, sigradi2015_7.184c10, 6c2f, 8922, 9b14, 2637, ecaade2017_198vv, 5d08, 273d, 853b, d1fa, 221d, ecaade2017_056a, caadria2017_096e27, b5ac, c920, 66cc, ecaade2014_080j19, 75a5, 2042, e68c, f36c, 8222, d4bd, ecaade2017_080ee, acadia14projects_347an, 1335, b339, 7f32, caadria2017_051s16, 701c, 2a40, acadia15_123s4, cdc3, cb89, ascaad2014_032t9, c293, dd5a, ecaade2016_152u41, 16ad, 22ed, 5e9b, ijac201412408a2, 3f37, 0a01, ascaad2014_014z7, caadria2016_229l10, f68b, ecaade2015_333d72, 69d2, 6d8e, 1849, 85e0, a149, 1501, ecaade2014_080e19, 56d2, 2e9e, edf8, 39d3, 739b, 5307, 269d, ecaade2015_61z12, 9580, caadria2017_046j14, eb23, 401c, 409f, ecaade2014_080g19, 53c6, d9a4, 229d, 4e31, 2721, 4251, ijac201614404b3, ecaade2015_284n61, f807, cd31, ce21, 7271, 733f, 327c, 5998, 1120, 189a, ecaade2017_269oo, 0979, b37d, c5dc, 1a50, f251, acadia14_125z, ba39, acadia14projects_517m, be29, 5e13, 5f8a, 3e24, ecaade2017_038oo, 3fc2, 0365, 6eae, ecaade2017_019jj, adfa, 169b, acadia16_260n16, 1686, e0c9, 5172, ecaade2014_038w9, 142a, 5b97, 200a, 89ed, 22b5, ecaade2015_61o12, acadia16_280r17, aeb3, b512, a797, 4690, 797a, 6e92, ijac201513303t11, ecaade2015_205x44, 1d47, 4c7c, f32e, sigradi2013_54l, d21a, 33ff, e69c, ecaade2017_208m, sigradi2016_446ww, 1a32, 09b7, bf98, ecaade2015_113l21, 32cd, 4f08, ecaade2016_190z50, 99ce, aa9c, 2ba7, a09f, acadia14_487h, ijac201614307l4, 92e3, c3f4, 32fd, 1367, ecaade2014_086a21, 7981, ecaade2015_271z59, 97c2, acadia16_214a14, d917, fe93, 76f5, ba4d, 91ee, 1aab, 5e1e, sigradi2015_10.309l22, 3b0e, acadia16_224s14, dbf4, 3fd4, cbdf, b366, 7851, 3c60, dbf3, 1630, ecaade2014_240m62, 7f53, 4967, 4e03, 17e1, e988, a59a, bee7, ascaad2016_007n3, 6577, fdf9, b859, 4801, b98b, ijac201412408a3, f677, 45ec, caadria2017_096l26, 5a34, 8f67, b5d7, 636e, sigradi2013_248a, 280d, ijac201412407e1, ascaad2014_031g9, da99, eb9c, bc7c, 69af, 510e, sigradi2015_10.378w22, f4d8, 8d9c, 96cb, ed03, ecaade2016_bkok65, f458, 12e8, 8481, 5974, 4f0d, 8144, 6d40, d118, 7952, 9017, 3662, b74c, ijac201614202t7, da70, 96f1, 5ed7, sigradi2013_358, be78, a51c, ijac201412303z7, fb45, ecaade2017_255a, ijac201614102w2, 2f4a, 0b25, acadia14_375az, 95a6, 9286, 910c, b30c, 46fe, 1b13, 0e67, 2eea, e3c7, 6bb1, 643e, bd21, ecaade2017_028l, de48, dfdd, ecaade2014_023p6, 2110, b226, 1ffb, 0f4b, 5178, 795c, fea7, 98e8, 8da9, ecaade2017_101s, 519e, acadia14projects_655ad, 953b, 93b7, b703, acadia16_280j17, 5247, 0129, 7bef, 0323, c14a, 4886, 0233, 6271, f13f, 171a, 1b42, 71e2, ff39, e71e, ascaad2014_028o7, acadia14projects_79w, 01ab, 31b1, ecaade2017_083ss, e291, 091a, 2c3b, b019, caadria2016_713x30, fe26, ascaad2014_020u3, ecaade2014_233x59, bdb9, 9c94, 7af7, 4110, 121d, baf1, cca9, ecaade2014_123f28, d779, acadia16_344g21, 7d50, 6527, ecaade2016_132g37, d50f, da3c, 66f1, 9e95, acadia14projects_539f, caadria2017_147u38, f0fc, ecaade2016_113a31, ecaade2013r_008k5, b0aa, 3ce2, 01bc, acadia14projects_327a, 5085, ecaade2017_144z, 382b, ecaade2016_158k43, acadia14projects_317r, 2bc7, 695a, ecaade2015_170x35, ecaade2015_193f40, c44e, 9d81, ccbe, e2f0, 8a5a, 9ac9, a553, acadia15_343e15, caadria2015_069o8, dd5e, ecaade2013r_009x5, ecaade2016_182m49, ecaade2015_302g66, 2d8b, 8ff4, fa56, 42af, c297, aa93, acadia16_460x26, f9fc, d9ef, 0532, ijac201412301v5, ecaade2017_019kk, 8ca1, 15e7, 632c, 973b, ecaade2016_045g12, 1a3b, 32d6, b9ce, 5c6d, 781d, bf2c, da35, sigradi2016_732e, ca76, ae95, 954e, 78b4, 6f75, f6e0, 82cd, eb6c, dd43, 52dc, 0bb4, sigradi2014_128b1, 93c9, 2ea9, acadia14_43ab, c41d, 9c7e, 42e5, e4e9, ecaade2016_046b13, 4793, 8b81, ecaade2015_269n59, a0cd, d205, ijac201614202k8, caadria2017_095i26, ca66, ecaade2015_81n15, 673d, e08b, ecaade2016_080y23, aacb, d3ba, 202d, d0ce, 8bfa, b778, 8586, ecaade2014_182v45, a629, 1a5f, ijac201513105y4, 3d6a, ecaade2015_143o30, 8253, ijac201412403y6, 4cbc, 187d, 75db, f152, acadia15_137y4, 93e1, 9644, 470f, 8f7e, 3ef9, 1e9e, 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7085, ecaade2017_142vv, af5c, 1dee, 6f15, ebc9, 73e5, 1eff, 18c9, 4b13, acadia14projects_199ag, 7042, b474, ecaade2017_054tt, 6034, 5771, 976f, cbc5, acadia16_344j21, 9070, 0d3c, fc85, a88a, f4b1, ec6d, c204, d41b, ec09, bbb5, 89aa, 6c05, 60f2, fb78, ecaade2016_040n10, caadria2015_010x1, 2c40, ecaade2016_120f33, 197b, 60bc, 76c5, e245, fcd7, 9b73, sigradi2014_284f4, d0f9, 327a, 9c4f, 07b2, 2a53, 7b82, 2935, 0c27, 7d61, acadia15_284p11, 0963, sigradi2016_792j, 1736, 290f, ijac201614102a3, 2e11, de49, 4701, 52c3, 818e, 8b21, 0fb9, 89e2, f832, dc7c, acadia16_332w19, 1a79, 1ab1, 96ed, 96c4, ecaade2015_171e36, ad43, 00f4, ecaade2016_166j47, 42f9, 580d, 7619, 658d, ecaade2016_185x49, f635, 0d90, 8938, ef22, 56f4, caadria2016_549t23, ascaad2014_024p5, 5823, 3926, f406, b625, ecaade2017_225i, sigradi2016_815q, 599d, ceb0, b74d, 0c20, 76de, 19b9, sigradi2016_690d, ecaade2015_241b55, fe96, 1bf8, 4e22, 3291, 1c57, 291a, caadria2016_663k28, 2056, acadia14_579d, e7cb, 0f79, db18, acadia14_145ae, 6a9b, bd90, 8107, ac1c, 0d45, ecaade2016_111r30, ecaade2017_122ll, ascaad2014_023v4, a7c2, a6d8, d40a, caadria2015_070k9, 8760, e629, 09c5, ecaade2017_277cc, 5b1b, dfae, 61b1, 7a7e, 9f3d, sigradi2016_448p, ecaade2017_148qq, 3cf9, 7aa7, a834, 0f5e, ecaade2015_332s71, 2210, e3f2, 1262, acadia14projects_671m, 2182, 39c6, 662a, 633e, 6eaf, sigradi2016_777dd, 071b, ascaad2016_038t14, 8bea, 388b, ecaade2017_244oo, e280, caadria2015_090x14, acadia16_184n12, 5614, ecaade2017_007c, ascaad2016_022n8, e50e, 3500, 10a6, 4307, 738d, 1381, 66c7, f3d3, eca4, ce6c, 6acc, 35a2, bd2b, 3b71, sigradi2015_11.8i23, 4e07, 308f, 8e98, ff59, 7f6b, 8121, 417f, bc2a, f963, 002c, ecaade2017_023dd, 2abb, 6447, 2587, c7e6, ascaad2014_029m8, ae43, 222a, 2e58, 750a, ecaade2016_136x38, acadia14_671o, a928, caadria2016_177k8, 2a31, caadria2017_072c23, sigradi2015_10.140i19, 1199, bc16, 2d93, ecaade2016_017o4, acadia14projects_565ah, 081c, d050, 7fa2, ecaade2016_013l3, de47, 28f8, 5faf, acadia16_402s24, 0b6c, c5cd, e519, a424, ffc7, 6232, 0109, a9f3, ecaade2014_192d49, acadia15_323d13, bf9b, caadria2017_129l34, 0e23, caadria2017_062y20, 60da, af33, 37eb, d609, 5aeb, 0a95, 3579, 08ce, 0c32, a392, df75, 6177, sigradi2015_10.140o19, 0414, ecaade2013r_019i10, 4c92, 7fc5, b205, 65d1, 937c, e25f, aa7e, acadia14projects_427ap, afd4, 9359, ascaad2016_031j12, 7ed6, fd2f, c810, e36e, d495, 31d4, 7500, caadria2016_777a33, c04e, 898e, 871c, 737f, df51, c4d8, b428, 5f2b, 1cc9, 901d, ecaade2014_072n17, ae1e, 215c, f410, 121f, 3a0b, 213d, sigradi2015_8.41s10, ijac201513102d2, 2906, 2496, f6f1, 967e, 141b, e0c2, 587e, b78c, 0e99, b8d9, 440e, 7b81, ascaad2016_039o15, 8287, ecaade2014_023l6, acadia16_478z27, a73b, 1465, 94f6, 49ba, 4719, 5774, 1ff8, c3eb, 92c6, c118, ecaade2013r_007a5, 57d5, 2faa, f66c, 1520, f8ba, c68f, e11e, 90ba, b8df, 271f, 3c2e, 1ee2, dae3, 0c40, 6189, b5ef, ascaad2016_051d21, 7507, c30c, bb44, 8d1e, b64c, e378, 98c9, 6147, 3fe4, 0713, sigradi2016_583yy, a641, 8c48, caadria2016_187y8, 5c0f, 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