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

id ga0014
authors McGuire, Kevin
year 2000
title Controlling Chaos: a Simple Deterministic System for Creating Complex Organic Shapes
source International Conference on Generative Art
summary It is difficult and frustrating to create complex organic shapes using the current set of computer graphic programs. One reason is because the geometry of nature is different from that of our tools. Its self-similarity and fine detail are derived from growth processes that are very different from the working process imposed by drawing programs. This mismatch makesit difficult to create natural looking artifacts. Drawing programs provide a palette of shapes that may be manipulated in a variety ways, but the palette is limited and based on a cold Euclidean geometry. Clouds, rivers, and rocks are not lines or circles. Paint programs provide interesting filters and effects, but require great skill and effort. Always, the details must be arduously managed by the artist. This limits the artist's expressive power. Fractals have stunning visual richness, but the artist's techniques are limited to those of choosing colours and searching the fractal space. Genetic algorithms provide a powerful means for exploring a space of variations, but the artist's skill is limited by the very difficult ability to arrive at the correct fitness function. It is hard to get the picture you wanted. Ideally, the artist should have macroscopic control over the creation while leaving the computer to manage the microscopic details. For the result to feel organic, the details should be rich, consistent and varied, cohesive but not repetitious. For the results to be reproducible, the system should be deterministic. For it to be expressive there should be a cause-effect relationship between the actions in the program and change in the resulting picture. Finally, it would be interesting if the way we drew was more closely related to the way things grew. We present a simple drawing program which provides this mixture of macroscopic control with free microscopic detail. Through use of an accretion growth model, the artist controls large scale structure while varied details emerge naturally from senstive dependence in the system. Its algorithms are simple and deterministic, so its results are predictable and reproducible. The overall resulting structure can be anticipated, but it can also surprise. Despite its simplicity, it has been used to generate a surprisingly rich assortment of complex organic looking pictures.
series other
more http://www.generativeart.com/
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

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ecaade2014_157c39, f9db, 1759, fcca, a010, 845e, baf1, 04fb, 6758, b6cc, 2052, dc48, 36a9, f507, f613, 091b, caadria2017_142b37, 2500, 4e7a, 3c23, ef7b, f53b, be30, ecaade2015_152x31, caadria2015_073y9, fb65, 7faf, 33f0, 59e6, 13c5, e5b5, 9d86, a3b2, b029, ijac201412404y7, ecaade2014_188r48, ecaade2016_025d7, 8aa5, 51a9, fffd, 01c7, 460b, 680c, 9e58, d9bd, 79c3, 229d, acadia14projects_339ar, a16c, sigradi2014_085g8, d8da, f0b3, acadia16_88p6, a1be, ccff, 2ee4, 2329, 2406, 75de, b178, 497a, 6e38, 12d3, sigradi2014_284w3, 7cd7, 8846, 8e31, 2d6a, 51b4, e619, 0b77, caadria2017_048f16, 278f, b0e0, 7dd6, sigradi2016_407s, f1f1, caadria2015_122r19, d559, 5358, e844, 8639, d16c, 8263, 1c56, 49f6, ecaade2015_158k33, 4d35, b67a, 7142, 4e8e, f382, e4da, bbca, d886, e48e, 65f9, 99a4, sigradi2013_401f, ijac201513302p10, sigradi2015_6.329v8, 64ad, 5f82, c6ae, 0aa8, 2602, a7da, 9ee2, 97d7, 15a8, acadia14_339ax, d17d, 2811, 4acc, ecaade2016_127d35, ecaade2014_143l32, acadia14projects_63aj, f589, 6d9e, 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ascaad2014_001k1, 4328, ca6a, acadia14_63ah, 29e4, 7031, 8c52, 5df2, c8bf, f1b1, 511d, 9f3a, e8b0, caadria2015_108s16, caadria2015_203g29, 7cf6, c11b, 23e1, 9ff2, ijac201412302l7, 820f, 7e45, c662, 854a, 08c2, 275e, ecaade2015_273k60, ijac201412402l5, 1ab4, 69ec, cbe0, 378c, caadria2017_056s18, 23e2, 823e, c9dc, ecaade2016_111r30, 4dca, 4145, ijac201614402r1, 6a19, 3cf6, 0d80, cf27, acadia14_375o, 19a2, 8948, d03b, ecaade2015_53k9, sigradi2013_390a, 142e, c567, 8849, 9cd3, 0ec1, 0388, a441, 91a8, 780c, ecaade2015_287n63, e271, 3113, 6952, fbf3, af88, caadria2015_087j14, ecaade2016_243w64, 4091, sigradi2015_10.381g23, 027f, 07a4, fd14, 69cc, acadia14projects_435ah, 3e62, acadia16_106f8, 520e, ijac201614205t10, eacd, 5cf1, aa62, ecaade2014_133r29, 1274, 29e1, 7b29, 2081, 1f40, 8dff, 6481, 8dd3, 2bcb, ijac201412404x7, 97b6, de25, e916, 488d, 4500, 6535, caadria2015_206u29, 09c6, b246, 281d, acadia14_357a, 709f, ecaade2014_023v6, e416, 4602, aa28, 84a3, 417b, ecaade2014_055x13, 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ijac201614207g11, a530, 99f6, 96f4, b77a, 8dc3, caadria2017_115k30, 8b6b, ecaade2014_052o12, 1d8a, 0455, ecaade2014_138d30, d62f, b9a4, 47b6, a179, ecaade2015_205c45, ed13, 6379, 6bb2, efdf, 2dfb, 41a1, b80f, 2f80, a463, dd34, 3ea8, 5edd, acadia14_43aa, 9d2f, 0807, 1465, b887, 4233, ad4d, 6d1b, caadria2017_018p7, a548, bc5b, 592f, a976, 1986, b684, 9da2, 01f6, 64c5, 1278, 40b4, 71e0, ef7c, dbf9, 4f5b, 9ed5, c2f9, 2ae7, ascaad2016_021i8, b971, 2ebd, 83af, d6ce, 5102, caadria2016_063t3, d1f0, 7e23, ecaade2015_314c68, 0d38, cc50, 508e, 5b15, sigradi2016_383jj, 090e, 63dc, 03e0, sigradi2013_401n, ecaade2016_147x40, 9696, 9b6d, sigradi2014_144u2, b4c4, d863, ijac201412402v4, 0249, 0722, 3d76, b0b0, f88c, 80a1, 6a6d, 0209, sigradi2015_3.43j2, 9be3, acadia16_342c20, 1d73, f0e5, f301, 1a56, 7540, 2b8c, 1f20, 4951, 4cd8, 2789, cfad, 04ad, c1c1, 2861, d249, sigradi2015_9.152p16, 2faf, f3d4, 6454, c339, caadria2016_569f24, 7b70, 3672, f75d, aa3d, 9fd9, acadia14projects_135l, ecaade2014_186h47, 193c, d512, sigradi2013_205h, 96e9, bc3b, b5b6, caadria2016_787g33, ecaade2014_168j41, sigradi2013_164, 2554, 55e6, ecaade2016_221w56, caadria2015_220d34, 2eb6, bf8e, 4f52, a874, a287, 375b, 899f, ecaade2015_334t72, d7e2, 8a47, ijac201412403s6, 4e28, 93ab, b711, 4cb3, b853, 735f, 8ab9, 02c3, sigradi2014_041b3, ecaade2014_072u17, ebfe, ecaade2015_84a17, ed3d, 055d, 884a, d154, 9528, 898e, 538c, fdb7, 6ce6, cb1d, d4e6, 969d, 3588, 8c93, 9af6, 4e8a, 7c18, 8d14, 9c1e, 71a6, f65c, sigradi2016_777mm, 29b9, cbad, 679d, ecaade2016_073f21, 68ee, a0dc, 4a42, f353, 8a21, 4958, 4fff, 0f6d, bfb7, 9174, ascaad2016_005f3, df82, a5af, b3be, ijac201513206u8, 8d41, b7ed, 2d65, cec6, caadria2016_703j30, 7e82, caadria2017_016v6, 9595, 8459, df68, a67a, 2dcd, cb4f, 561a, 6f50, b90c, sigradi2016_595ii, caadria2015_111g17, 9ea4, 2761, caadria2016_539d23, a06f, ec10, fdf3, 1d63, 35a1, bbe2, 2bdd, 5ba7, ecaade2016_129y35, fb7e, 5386, 7cef, 9c27, b222, 05d1, ecaade2014_016e4, ecaade2015_127v24, ascaad2014_023a5, 7d99, cfc9, sigradi2015_3.65p2, 0d4f, d1f3, 96c5, 6bde, acadia14_145o, d55d, sigradi2016_484vv, ascaad2014_024w5, 58ff, 0478, 668c, 2171, 8b89, 1d39, dff3, ascaad2016_038z14, 7cb3, 132c, ijac201412201n1, 5f90, 65e0, 41fb, 7e34, 5e99, b8a3, 2ec0, ecaade2016_023x6, bcfe, 373e, acadia14_53l, 9f17, 5129, f6ef, 9602, 5a01, 456d, 8151, caadria2015_072n9, 46f8, 8cd5, ecaade2015_200j43, e880, 1b99, b3aa, 2e4f, bc15, c4ed, 7fd4, 6efa, 6d44, 4fca, 2712, 3c2c, 8747, ecaade2016_223e58, 9fe0, 4994, af35, ecaade2016_230y61, 1587, acadia16_174b12, 501d, acb0, f8b9, 134d, 605a, 3a1b, 0860, ac55, 10fc, c1f4, cac6, sigradi2015_11.136l24, 194f, 0d59, ijac201412405w8, c39b, 69ac, bdb3, caadria2015_124x19, 3d44, cc4e, 67a2, ijac201412302f7, 56ac, 5900, 9882, b82c, dd35, ecaade2015_206l45, ec37, 35d4, ijac201412304k1, ecaade2014_192e49, dd6a, 4e74, ef54, 2a34, aef3, caadria2017_003t1, 541c, 81b0, 5986, 8b69, ecaade2015_297b65, 6e06, 309d, 361e, 67c4, 1f6d, 45b0, f091, 032d, 80f8, db4b, 01ab, 09b1, 5b7b, 451c, 26e6, ae8f, 00b7, 0173, 802a, 40ef, acadia14projects_177ai, 629c, bc1f, b2a4, 85f4, 6a89, ijac201513104n3, ecaade2014_168z41, f1c1, f3b4, 18d8, de07, b2e9, ijac201412403h7, ecaade2015_155h32, 0dc5, 4c02, c5a1, fc1d, 5438, ecaade2015_298k65, 3c49, acadia14_445ah, sigradi2015_3.268c5, 664a, 7714, da8e, 8aa6, f039, 9178, 6b55, 041a, 9fb5, 4b27, 1357, acadia14_699h, f4a8, 7830, 2f99, 8824, 30b2, cab2, 9828, acadia16_308v18, 4191, 10fa, ijac201513303p11, acadia16_12a2, a356, d734, a2ce, 0058, acadia14_627au, 34d6, ascaad2014_017b1, ecaade2014_237a61, ecaade2015_287h63, 3fda, ascaad2016_007v3, 5d79, 6c27, ecaade2015_233u52, 2302, 48d8, 1d56, 8877, ecaade2015_144y30, d88b, 7789, 7af5, f6cc, bf5e, 4aea, 3ca2, 035c, d974, 08dd, 7713, b65b, ijac201614402m1, 447e, ijac201614102a3, 4168, ecaade2014_157s38, 841a, e4a8, ecaade2013r_001c1, 3675, 864f, ecaade2016_102t27, e89e, 0ce3, d79f, 2c56, 87a6, 9a28, 6ff2, ijac201412403i6, ascaad2014_029a8, 4e31, 71b9, 7490, 0a6d, 79e5, cfa3, b2cc, d2ba, 27e1, 2d33, 86b7, e008, da2f, 0d93, caadria2016_003i1, c8a7, 2ca8, ascaad2014_022d4, 5589, a612, 8a73, 4273, 5e79, 7b85, 401e, ecaade2016_119v32, 7948, 88cf, 9788, caadria2017_081u24, 81a7, sigradi2016_448z, ecaade2016_077y22, 9a2f, eee3, 9d5e, ecaade2014_139e31, 28be, e3c4, ad36, 72f6, 10d0, 1dfa, acadia14_281w, acadia16_152c11, 0475, 1a9e, b771, 7f8b, e7f5, 8219, ecaade2014_198r51, a622, a152, ijac201412408k2, 9c89, ijac201412301u6, 223c, f80b, 8b83, 5c12, 1356, sigradi2015_6.329x8, 06c0, 3697, 622c, 0f0e, aa80, acadia15_395a17, a2b4, acadia14projects_473ap, 6bfe, a56c, d801, ijac201513105g4, 6639, 3981, 7470, caadria2017_002l1, 492c, e7c3, 0d58, 6d20, 031c, ecaade2015_217o48, sigradi2015_6.387n9, 4543, aa09, 9822, 3a30, 754f, ascaad2016_004l2, 0e16, d872, b8f4, 9b90, caa2, a571, 5ec2, 1724, ffb7, 79ba, 707d, 6693, de48, e7c0, ecaade2015_116m23, ijac201412403c7, cb08, e56d, deca, caadria2017_027l9, dc20, ijac201412403o5, sigradi2014_213u7, e444, 1525, bc5c, c4db, 2137, a5bf, 1db3, sigradi2016_407p, a5ee, b361, f925, 63ef, 6f68, caadria2017_104w27, 9511, 922a, 8706, e56e, sigradi2014_049i5, 47f0, 99d9, 7a4a, 6a20, 9980, fbd7, dd89, 72b3, a999, a6b3, 7af4, 4094, 643d, 7e1a, f9e8, 201f, 8d1f, caadria2017_094v25, dfc7, 5a09, sigradi2013_158e, 59ed, d160, ijac201614308y5, 33ed, ad7f, e18e, 605d, 888a, 20b7, f627, 0e5d, 2485, 727b, ea38, db86, d786, 5114, ecaade2013r_008n5, acadia14_117a, 4a3f, ecaade2016_013s3, sigradi2014_345y8, 5617, 6f99, fddc, 57f6, b4d6, fb11, 8664, ad91, 1b4f, c40e, 6c56, 4059, 54db, 0aaa, acadia16_184v12, 9a3d, 4955, 6650, bb7b, 130e, 6f2b, bdd9, cdbb, caadria2017_047d15, 6441, ascaad2016_051c21, a564, sigradi2016_382dd, 9bc8, ijac201614201t6, 4587, 28af, ab71, 732c, 0c6a, 707a, 3b2c, 6d8d, 7951, ascaad2014_026f7, ecaade2016_114g31, 38cd, e236, sigradi2013_96, 5784, bf42, 8b79, ijac201614401b1, b371, caadria2016_861f37, 379f, ecaade2014_149j35, 8a65, d602, sigradi2016_770m, d480, 2658, a4db, ecaade2016_169k48, c0d3, 9352, acadia14_339am, ed90, 521f, 4374, 683e, cd92, ascaad2016_053l21, adb5, 7518, ecaade2015_28v5, 63ea, 4b7e, ecaade2015_48m8, ae3b, cfd2, sigradi2013_303n, c3fe, sigradi2014_075e7, a2df, 835a, 6eab, 1ce4, ecaade2015_237b54, 7c45, da0f, 60e3, ecaade2014_121v27, cb6a, fc09, 1742, bd10, e688, acadia14_531m, e3b1, 2456, sigradi2016_399a, d5cc, ecaade2016_152y41, 659f, caadria2015_023w3, 841c, b918, ba33, ascaad2016_054p21, ae43, 8c0c, 4ec3, e091, 769b, 04ef, caadria2016_797w33, b2e3, 7f7a, d3da, 1b4b, sigradi2016_455e, ecaade2014_046p11, 38ea, 9f8f, 29d9, 5ad2, acadia14projects_681as, c5f7, 42b1, 2b28, 1185, b634, 0979, caadria2015_081b12, ascaad2014_028p7, ascaad2016_003b2, 6ace, 2db6, 15d4, d039, 6ec5, a330, 3900, ecaade2016_071v19, 9978, 0f37, a806, 8a60, 4d8a, 1b65, ecaade2014_071y16, a478, 07ba, ec5a, 5ab8, 571d, 3237, cb9d, 4540, 3b12, b980, 6adf, 2831, caadria2016_693a30, a474, b195, 7fc8, db70, ascaad2014_005u2, e2e3, ecaade2015_320n70, c9e4, f2db, cfa2, acadia14projects_479az, 2096, f416, ecaade2013r_004x3, accf, ba1d, acadia14projects_189ar, c2b9, 9cfb, 5bfd, 8270, 4167, 1838, 711a, 2bb7, e972, caadria2017_057d20, d9ba, 0c3c, sigradi2014_282p3, acadia16_12v1, 188a, b2d0, b0c9, sigradi2013_303u, 88f0, 306a, c613, 98f4, ecaade2015_140f30, acadia16_362s22, eb0c, efde, caadria2016_311y13, 9929, 4ae1, 5ac2, 7e0a, 7ad2, 247c, 848c, f8f5, 975e, e060, cfeb, a1e6, 593d, 796f, 3d57, f5bf, f587, ecaade2014_086u20, 7011, 851b, ecaade2016_191c51, sigradi2015_4.219k7, 7186, 408a, 7610, ecaade2015_217d48, 94e0, acadia14projects_317ab, ecaade2013r_014e8, sigradi2016_781b, 0221, ecaade2014_143m32, e385, ecaade2015_83e16, sigradi2016_590o, ae35, 66dc, ijac201614208x12, 0bc4, 7945, d775, 7f66, c829, 93d2, ca21, c799, 8c3c, 0f78, 1ffa, 7484, e640, b9d5, e728, ijac201513105j4, cf70, 5876, 5562, sigradi2016_815ee, 03da, 9d42, 3229, 8392, ascaad2016_031l12, 3030, ff7d, bb83, sigradi2013_248a, 684c, a065, 4065, 3db5, ecaade2015_206a46, sigradi2016_625rr, d838, a47b, c843, 5191, 9406, caadria2017_041n13, 5454, acadia16_372e23, 9dc6, 542d, 4b7b, e0aa, ijac201614207f11, 3be3, 31af, 250c, 385b, 5bdd, 64e8, bbec, 954d, 8737, 6f1d, ecaade2015_83m16, 9d0f, 9d4c, 4278, bccd, f7f0, 2536, b567, ascaad2016_011j5, ijac201513202i6, 4b3c, sigradi2013_429a, 5da3, ecaade2015_251n57, 1042, c340, acadia15_323v12, 926b, 45af, bbb5, 0b13, ijac201614105w4, 130a, fe88, d98b, acadia15_483p21, b088, e655, ab0d, 7eb7, fb39, sigradi2015_10.309i22, 07f8, 2d1b, sigradi2015_4.52p6, cda0, fe2d, 7aee, 25f3, ef30, 493b, fff4, f0af, b728, caadria2015_181h27, bac9, 6dd4, f6d0, 6d76, ijac201614202b8, dc78, ecaade2015_170v35, 4db9, 271e, e67f, 5af0, 73a3, ascaad2016_058g23, 3961, 4d85, ecaade2016_mrtk66, 8424, 589d, 5a48, bf1a, 42e4, a3c4, acadia16_54r3, db2d, acadia15_47n1, 16d8, f117, 086b, acadia14projects_619af, ecaade2015_285g62, 7fed, 1ae4, eba8, 2660, 7429, 2b10, ecaade2016_238m63, ascaad2014_026y6, b365, a11f, a27e, eac5, 8fbb, sigradi2016_602b, 9bd2, 52d4, bbe8, 4f5c, ff93, acadia14_435ah, 5d10, 39c3, 302a, a815, ecaade2015_303x66, 2309, caadria2015_190g28, f46a, f436, ecaade2016_108x29, 038c, ascaad2016_035t13, ecaade2016_063j15, c31b, 7f97, c6ea, cb60, 9c6d, 0998, 55d2, sigradi2016_524dd, 68b7, bcae, 6dc8, 7f5a, 1af4, 0866, 7e15, 2249, ijac201614301a1, 06b1, d061, 1b44, 541b, 3d77, 064d, d3cd, c04c, 3c25, 3bdd, b67d, a965, a511, 1555, ce26, ecaade2016_166w46, sigradi2015_8.47l11, sigradi2016_517r, sigradi2016_779tt, 2132, 4600, 1778, a5b3, acadia14_589a, ijac201614102x1, f4f6, b991, 6b1f, fd50, 79ab, acadia15_371e16, ecaade2016_166j47, caadria2017_163t40, ascaad2014_014d7, ce54, b9b5, acadia14projects_135ac, 31f1, 9017, 4834, 65d7, dd60, 35b5, b0a8, 95ac, 23ae, 359a, 4e46, b2f1, 04f3, caadria2016_125t5, cb28, bd0f, 53a6, fdd7, b0d1, 2bad, d271, 3e2d, 006b, sigradi2014_042n3, 8190, sigradi2014_045f4, ae2a, 2ea8, 3e74, a595, sigradi2016_385ss, a784, 766c, 0f8b, 8ef5, 1e75, 85d2, 83d7, cfa4, 50bc, ed71, 4c23, 536a, 035e, f9b6, 97d6, 00c1, e66e, 93ed, a1d5, c0b9, f328, c7b7, 811d, ecaade2015_18d3, c149, 0901, dfaa, ef03, sigradi2014_047m4, ijac201513305s12, 1a1e, f584, 4722, 2b47, f462, 5089, ecaade2014_195x50, b29d, e8e5, ecaade2015_155g32, b042, 4395, 427b, ijac201513203s7, fa02, ecaade2015_268a59, d391, 3ab8, sigradi2013_226u, db6c, 2a10, 5412, sigradi2015_9.141d16, 9dbc, 9e26, ff88, 9d0b, d92b, ascaad2016_016r6, 6c81, 8b80, 57c4, sigradi2015_12.19d27, sigradi2014_164m4, 0082, 22c3, 497d, 3b74, 664d, db44, 81cb, 8f55, 1fd5, be15, e482, 7dd0, fb85, a97d, 3ad2, 1087, 3591, f554, sigradi2013_138o, bf73, b252, 7aa0, 4626, ecaade2014_080e19, acadia14_389aw, 9c47, 35f1, 779e, eb5f, caadria2017_079t23, sigradi2016_654xx, 4e24, a304, d3d7, 7f1b, ijac201614104f4, e121, 4593, sigradi2015_8.328r15, 60e2, 37ca, a634, 4b87, abad, 9979, 9afd, acadia16_88e6, sigradi2015_sp_10.179j31, 68a3, ecaade2016_065w15, 00f1, 829b, sigradi2014_303e5, sigradi2014_213l7, caadria2016_517c22, 0dd4, a22c, dc5d, 1afe, c0e8, 7dd5, e79d, f12b, ecaade2014_024f7, 9c7f, 94f7, cccb, 9a0f, d6c6, 2eea, aff6, 323b, f601, e70b, 2fa5, 77f5, ascaad2014_019j2, 8009, ed06, 0d1c, 89d7, fa81, bc96, ecaade2015_144j31, 4d64, 22ee, sigradi2014_032f2, ecaade2014_140j31, ecaade2016_193r51, cd77, 1e3e, ecaade2016_210e54, caadria2016_477a20, 0162, 5f1d, sigradi2013_194u, a139, e471, 437a, caadria2015_073m10, 5b95, 70e0, 04a8, f8ea, acadia15_195b8, ecaade2016_075w21, 733c, 8ab8, 8129, 07d1, ecaade2014_057t14, caa5, 7bc3, 13d7, 4799, 7da7, 2244, 317f, acadia14_125x, d169, 4a73, caadria2017_057t19, 9abf, 81cd, 8ff5, f860, 3d91, b4fa, bc3c, 8174, caadria2017_046r14, 5d74, sigradi2013_100i, 0785, 661b, ae83, f358, bd7a, d7bf, 3fdd, f300, 695d, acadia14projects_53r, a4eb, 3702, ae11, 5305, fe4b, 2e4d, d7b9, dc6c, 5e0b, be2e, bb9f, 7268, 6fae, 65f1, 718e, 9a6d, cf5a, eec3, 560c, 48ef, 660e, 441f, acadia16_196i13, sigradi2016_534uu, b47c, b1e8, 5ed1, 89ab, caadria2017_048w15, f802, ecaade2015_228a51, cacc, 1f10, a40a, d9d1, 0f14, 57bd, acadia15_251r10, a6fb, 19ed, 4c6c, sigradi2016_558p, 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ecaade2015_268h59, 18e4, 297a, 3617, 6df6, 6db9, 3d09, 41bd, 571e, badc, 23b5, 9bda, 0b7c, 0f8a, a0f4, f9a7, c8b3, 15dc, e5dd, 20ca, 15df, 7b5d, acadia15_223c9, 0100, 312b, 411b, 85bc, ecaade2015_33k6, 8660, acadia16_184x12, 4e9f, e45d, 548b, c26c, 1208, 3f75, 3072, ecaade2013r_009a6, sigradi2014_345w9, 3793, ecaade2014_157e39, d705, 809c, 8677, 2e97, ecaade2014_220c56, ecaade2015_74p14, sigradi2016_446ww, e5cc, 7be4, a4c0, 03f6, 5213, 9c3e, ceda, 11ed, 8d44, e0f3, 08ce, 1439, 9b10, e742, 3227, 8170, ffe4, 0e04, 81c4, 28ef, 4930, sigradi2014_176a5, ijac201412404c8, 9f55, 02f4, ijac201614105a5, 40ee, caadria2017_009n4, bc0b, ecaade2015_180b39, 7590, caadria2016_861d37, caadria2017_174r42, 7a87, acadia16_450k26, ef9d, 6021, 53d3, 45e2, a5c5, f2dd, cd39, 9fec, 508f, 7e97, 018b, a59c, 945b, 656b, db60, 7466, 491f, 4e36, 91e7, 591b, c466, ecaade2016_098e27, ecaade2014_138p30, 522b, f144, acadia14_627al, sigradi2014_032k2, f9cc, ijac201614201h6, f537, 07b0, ac58, ijac201513203k7, 1a73, 929e, d175, 41e7, a775, sigradi2014_299c5, acadia16_382w23, ecaade2016_096n26, ecaade2015_15c2, b57d, 18e5, f8b4, 9240, acadia14_153ar, 4412, 9247, bf0a, a7e5, 0003, 6077, f3f8, cedb, fffe, ecaade2015_200n43, sigradi2016_777bb, 3e8f, 3a8b, 4c36, 77e5, sigradi2015_6.387l9, 17cc, 4423, 3bfc, 3cf4, d4bc, 6c38, b886, 08ae, 4a84, 3e7d, eadd, 8c1e, e186, 046d, ecaade2015_205a45, ecaade2015_206k45, 2a2d, ecaade2016_230z61, 33f2, 2e92, fab5, 965f, f0e0, 8ff8, 31a5, 2bf8, sigradi2016_490cc, af07, b128, ecaade2014_071w16, 3435, 652b, f503, acadia15_469f20, 92a7, e3b0, bd79, 23fe, ecaade2015_194v40, 7295, e1b4, 021f, acadia16_424h25, acadia16_344i21, 5b38, dd36, e8a9, ae9d, 15cf, acadia14_317z, b855, b55a, a837, ecaade2016_105b29, 84f4, 82f8, ecaade2015_138x27, 6a07, 3f14, ee06, 58fa, bc97, e83c, b4e9, 9c56, d539, caadria2016_435k18, 16fd, a10c, c3c4, 1c96, 3bf3, b7b5, 6a32, 8d18, 28b8, e126, a4e8, 604e, d298, aad2, caadria2016_507l21, ecaade2015_227w49, 599e, eebe, caadria2015_176n26, 8638, 1a16, ecaade2016_129c36, b342, 5977, 40a2, 13c2, d714, 52d8, ijac201614405o3, ecaade2016_234w62, ecaade2015_92j18, 1814, f981, ascaad2014_019l2, e700, sigradi2013_400t, 4010, 9fa9, 78c9, bfc0, 301f, 3333, b249, sigradi2014_291r4, 2d11, ecaade2015_200k43, ecaade2015_110f21, c429, 3b4b, 5de3, ijac201412304i1, 655d, 3686, 6f78, fc8d, aaba, deab, c0aa, b9fb, 355e, a959, 86ad, 1d11, cdff, caadria2017_074o23, f7c9, 7d0f, caadria2017_067g21, sigradi2014_345g9, ecaade2015_233c53, 740b, 65f7, 007e, 0a5e, df2a, ijac201513302f10, ecaade2015_302m66, acadia14projects_647as, 68b8, f295, df42, ijac201614308w4, ecaade2015_171a36, sigradi2013_387u, ba48, da93, 1adf, 5ad5, ecaade2016_057n14, 3071, caadria2016_797l33, 0294, ijac201412303w8, fc0b, c443, ecaade2014_014w2, 6c30, a8fd, ecaade2014_100j23, a90c, e37e, 765f, 1314, 5423, sigradi2013_173, bd24, 5294, acadia16_24s2, 2e2a, c52e, caadria2016_777a33, caadria2016_003a1, aa0c, 7f91, 2ed8, 9eb3, c800, 6873, ijac201513205g8, a437, ecaade2015_94f19, b74e, ijac201412303a9, 7435, sigradi2015_3.370a6, acadia14_43ai, ecaade2014_186b48, ecaade2015_109u20, caadria2017_124d33, 743f, 5f31, 56a7, f60a, 812d, ecaade2014_147v33, 3614, caadria2017_095d26, 5263, f9c1, 7963, 5822, ecaade2014_157x38, a754, ecaade2016_102f28, 0798, 6903, ca51, 7525, 35a6, 420b, 28e4, 3a35, ecaade2014_192x48, 40a6, ascaad2016_034j13, 4cd4, 6461, f6a3, sigradi2014_099v8, 34c6, 862b, fe24, e9ac, 369e, 0618, ecaade2013r_001f1, 65e2, 7a30, ed49, ijac201614102g2, df84, d61f, 4ab7, 24ac, 1d3d, 197b, d55a, b2ff, b331, b0c0, f8a9, 54eb, 255e, b8a5, sigradi2016_690g, sigradi2013_195, b3a6, 3a5d, 8a9b, ecaade2014_149l35, caadria2017_004n2, bb43, ijac201412402p4, 50d4, 2279, 7fc3, 46f1, 8758, 355c, acadia14_565ab, 1f06, 0e4d, 6fd9, 3352, fa05, 8e8a, 3484, fa74, 3f9d, faee, sigradi2015_12.259w27, 20b4, dc92, 2cf3, f956, fbba, d086, cdf1, 2681, ecaade2016_243v64, ecaade2016_ws-dleady67, 1cb3, 6d45, a116, cd2d, 0ea4, a668, 92bf, 647e, 736e, 1bde, sigradi2015_6.183j8, a3bf, 40f1, 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a6ff, 4abe, b475, ecaade2015_100b20, 1ebe, 0c78, 94e5, fd7d, ecaade2016_182n49, sigradi2016_399b, 5a0a, 1b74, 06db, sigradi2016_816ss, 26fd, 70cd, caadria2017_158b40, 0fe6, 4725, sigradi2013_234i, 683b, a830, 785a, b529, 7654, c723, 9bd7, a7ab, 0b98, 22fc, 5348, 61dc, a705, 61b5, fd90, 13bb, 88f2, caadria2015_004j1, a25f, 3e23, ijac201614207f12, 0590, de4c, b5fe, 7c26, ecaade2015_206w45, 0cab, 9d54, ecaade2015_235n53, 3a87, 9c4a, 0e62, c7a0, e6a1, 6dfd, c932, acadia14projects_375j, d187, acadia16_116r8, 8378, acadia14projects_153an, 20de, 8caa, 6bd0, 3b94, 4224, a7fd, b7b2, 0b11, a4e3, ff85, 790b, 5621, 9192, 0434, c26a, ecaade2014_146r33, caadria2015_012h2, ecaade2014_214o54, 24c0, acadia15_137r5, b8ae, ecaade2015_215e47, ef77, 27ca, 6477, 1b77, b981, 5ed2, 7581, afd8, 8e65, 963e, 662b, ecaade2016_106l29, ecaade2014_044i11, 3ad5, 9168, 052d, d3d8, cad8, e699, 7fbc, 721f, 0d44, a15a, 0178, 0568, a28f, 66a7, ijac201412201r1, 565d, 8e21, cf71, caadria2015_043l5, 03ee, fba4, f0e8, b011, 900f, 32fe, 0c91, 8a6e, 3fce, 883d, 41ed, 715b, b21b, ecaade2015_237n54, acadia16_78k5, ecaade2014_012m2, bc93, 4ec1, ecaade2015_206p45, ecaade2016_011c3, 4716, 82ad, 6f52, 1af6, 6f15, 961c, f39f, 62cf, 0cdb, ecaade2015_116h23, 5341, 828c, sigradi2014_232v8, caadria2016_725k31, 7ad8, de81, 1123, ecaade2016_071f19, 9797, caadria2016_517h22, 6ec2, fd16, caadria2017_145j38, da1a, a704, acadia14_101n, 3869, acadia14projects_167y, 8c49, d98f, efcf, f5d6, 5627, a386, 8751, c860, a36e, 9be5, sigradi2013_100f, ffba, ecaade2016_225a61, sigradi2016_592q, 43ee, edc3, b688, 5d08, 3050, ee76, 3d86, sigradi2016_560x, 6d09, 0bb3, 34c9, dac7, f68f, acadia14projects_487i, 06e8, 8019, fa22, 7cf4, ca36, 64bf, ecaade2015_74n14, 777c, 41b4, bb24, ac96, 704a, 8aab, 9b12, 3627, f923, 47ea, 71ae, 21fe, d0de, e7fa, 9bd5, a642, 0e01, ecaade2015_221r48, 7e00, ecaade2016_223h59, dac1, 1753, 4d5b, 1a14, d7a6, 6b5a, bdb4, b22e, 1d9b, acadia14projects_53p, 0abc, 193f, ba5e, f5f0, 17e8, 3c94, 0c74, 79b0, 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77ef, caadria2017_015r5, b061, d1e3, fa8a, 3e7b, ecaade2016_223n58, caadria2016_343f15, caadria2017_031k11, 1b0b, 4eac, 1545, c36d, 7b95, sigradi2015_9.141f16, ascaad2014_036c2, f4d4, 3040, 4bce, 3652, sigradi2015_8.264o14, ijac201412306z2, 1623, 6acf, 8272, e7aa, 450c, 2b9c, b48a, ecaade2014_152i36, fa7f, sigradi2015_8.47f11, 611a, a818, 2ce9, caadria2016_435t18, e503, f830, 6e7d, e4f5, acadia14projects_479ax, 2617, afd7, 845d, 1a97, 49c0, caadria2016_229w10, c941, 6867, cf03, 48d7, 55cb, ba87, ecaade2014_168d41, ijac201513104r3, ecaade2016_036s9, sigradi2016_383ff, b462, e0b8, ascaad2016_037f14, 3ecc, acadia15_469o20, 5e32, 0f1e, 0626, d72e, a83a, b8c6, 73cd, 2983, 863e, 6534, e4b1, 7aca, f0ba, acadia15_357s15, b06c, d765, 3ced, 352a, 79c8, ecaade2016_208n53, c0a3, b8b1, caadria2017_101g27, 5af9, 5404, 30ff, sigradi2016_710gg, c4cd, e1e0, 1c6f, 50e3, 8a41, 0b6c, 0e00, 80d5, 5794, 8cb2, caadria2015_049x5, 2463, 818c, 7a91, 3387, caadria2015_081o12, acadia14projects_375f, e650, 5297, ecaade2015_28x5, 74e5, 5d5b, 8c44, 73c5, ijac201614402s1, acadia14_389b, a6db, 09ca, 6eea, 196e, 9ca6, ijac201614407k4, f524, cad6, 8b90, 86fa, 7f7c, 1eb3, 4237, 8628, facf, 56ea, 5a4f, 603f, 1b2e, 175d, afbe, 1617, 18ff, 7f44, b4d7, 32d2, 5173, sigradi2014_151e3, ijac201412304s9, sigradi2013_244m, ecaade2013r_013a8, 1a50, ascaad2014_037m2, c3d2, a62b, f76f, 0d98, 1c55, 4f3e, 0c46, 36f3, 6695, be65, c005, ecaade2015_196s42, caadria2016_631d27, ecaade2015_161f34, ecaade2014_038u9, 3680, b4a7, ecaade2014_088f21, 54c6, 6339, ffa4, acadia14projects_53u, a1e7, 50d5, 6623, ecaade2016_126s34, e461, 9649, 4bb4, a679, 045e, 2fa3, 3dc9, 425d, 47e2, e613, b748, ijac201513206l9, 5a76, e72a, ecaade2013r_018g9, ecaade2014_145h33, 60fe, a60b, c9fa, 9dd2, ecaade2014_132h29, 4615, d844, 4518, ce74, f259, f277, 587d, 93e3, 0f7e, 9dc1, c8ec, cee1, 5d69, sigradi2016_367yy, d469, 3790, acadia14projects_257aa, b846, ijac201614306v3, ecaade2014_072x17, 7877, acadia16_234f15, 6a3e, acadia14projects_153ak, 4ced, 2981, cf2f, ee84, ac1e, 3dae, 6ed0, sigradi2016_732s, 5805, 4df8, ecaade2014_060x14, 1574, caadria2017_104x27, 0172, ecaade2013r_009i6, e377, 8f5c, ddd6, ijac201412301c6, 7fa0, a31d, 9612, c208, sigradi2013_414u, 7802, 4bcf, 7cf1, 4b3d, c566, 5ab7, a841, ascaad2014_017r1, dc2d, 9867, ee8f, f66a, 2028, a695, caadria2016_197j9, acb2, ecaade2013r_009k6, 2836, ff1a, 32d4, 062a, 32d9, 1232, caadria2015_016i3, e502, 10e1, a7ba, acadia15_323d13, 228b, f5cc, 7523, 5449, 3944, ecaade2016_006j1, 040d, ecaade2014_153p36, 971b, ecaade2015_180z38, caadria2015_099u15, 5367, 6c91, f43c, 3404, 463d, 79db, sigradi2016_385oo, sigradi2013_158d, 54e6, ecaade2016_104z28, acadia14projects_661h, a0f5, ecaade2014_168v40, 4788, 200b, sigradi2016_408ee, 2dae, d80e, c81f, fa36, caadria2015_048n5, 1264, 94f2, d523, d445, fbc3, ascaad2014_028m7, ecaade2014_089y21, ecaade2014_169l42, 6c89, c3e7, b73e, ijac201412408x1, 2a15, deda, 4fef, 16f6, f3a1, f3ff, d0b8, 6b15, 7658, 712d, 5f44, 560d, 86b3, caadria2016_363c16, sigradi2015_8.264r14, 2e8f, sigradi2014_305k5, 6744, 5bd4, 299d, 573c, 67fd, 68e3, 1684, 6f80, sigradi2013_43, ad78, 8240, 646c, 6b4f, ijac201412304u1, d6b1, e4a1, 9779, 7ee7, a07e, 71d6, e47b, 4270, c7aa, 4d61, 06a3, 2c15, acadia16_206m13, acde, 3600, 3169, d7e1, 0182, 83b4, caadria2016_651d28, 744e, cd4f, sigradi2015_12.259y27, 7f93, bb6b, sigradi2013_10, 88c8, caadria2016_745b32, f6ac, 686f, 39dc, 7522, 4ffb, ecaade2015_235u53, ecaade2014_100e23, 27e7, d424, 5dd9, 6615, f941, b646, 9dc0, f22a, ecaade2015_170z35, b200, f29c, ecaade2014_104r23, c3c5, 5c77, 5bf8, caadria2017_030w10, b355, f71d, 7e51, 6e91, ecaade2016_094u25, 7e3e, b9ee, ijac201614104w3, f6fc, 43f3, ecaade2014_024w6, 748f, 84b7, e5b6, b547, ascaad2016_005z2, 9a26, 1ff2, 7eeb, ecaade2016_136k38, 9c83, 5742, 7325, 4515, bcbd, f35c, 5e76, caadria2017_185a45, 3a23, 4609, 34fa, c137, 8107, 5f8f, 263b, fd86, e174, acadia14projects_281z, 9ae9, 1ac4, 7ddd, 230a, 1854, fafc, a633, 910a, 21bb, cd33, 02ea, caadria2015_073a10, 065b, ecaade2016_182m49, c43f, d0bc, b8ba, 53b0, 294c, 73ba, 48c9, 70a0, ecaade2016_199z52, a93d, 5c85, a985, 23c7, 73ef, 9e13, caadria2015_016t3, 0281, d349, e3f7, 33c3, b687, ecaade2015_83s16, sigradi2013_155i, b1cd, acadia14_63ac, acadia14_199ak, 06fd, a606, d0f3, fc59, ecaade2015_268d59, ff5d, c5d0, e2d2, 9909, 25bc, 05bc, 5b74, e4a3, 6163, 1051, 7cf0, 692e, 575f, 884d, b4bf, 4265, 0ab7, be33, 6185, 9910, acadia14_453i, c0ca, ecaade2015_235o53, f732, e6f6, d4bd, acadia16_440d26, f32e, 677f, a17d, ad76, 6750, d783, b37b, acadia16_450n26, ab41, acadia14_539e, 324b, 24c8, e393, 4b5c, caadria2016_663v28, 26bb, 7f86, 9a74, b188, ecaade2014_168n41, ecaade2014_226v58, acadia14_671z, caadria2016_507r21, da9e, 6786, 81fb, 457a, e8c9, f8a2, 567f, 368f, 4f1a, b1b2, 67b6, df7e, 8caf, 6500, f2f3, caadria2015_114h18, ascaad2016_033y12, 44f4, ecaade2016_067d17, de67, a47a, sigradi2015_9.347w17, 0a6c, ijac201614404v2, dab9, 0f1f, ecaade2016_074u21, 4f66, acadia16_280l17, 6780, eb9b, 429d, 581a, 5623, 603b, sigradi2016_625b, 53c3, 6595, 8cf2, sigradi2016_601tt, 037e, ecaade2015_199c43, 1de5, acadia14_301c, 4409, c717, sigradi2014_132j1, 68d5, acadia14_463ay, ascaad2016_025o10, 5d3b, 4435, fbfe, df8a, 4c31, sigradi2013_386g, db77, 8c6c, 41cc, b2be, a486, 4b72, 075f, 7e72, ecaade2016_191h51, ecaade2014_054t13, caadria2017_079z23, 0dd2, 2fa1, acadia14projects_619ad, 0d54, ecaade2014_187e48, ecaade2014_197j51, 0fd6, caadria2016_115k5, 849b, ecaade2015_13l1, 0a86, be6b, 8c2d, ecaade2014_184k46, b6ad, caadria2016_157m6, 0e86, c65d, 75e0, sigradi2013_157p, sigradi2016_399d, 96c9, 31dc, d11d, ae55, b595, b464, 93b5, 7238, 1cc3, 2272, 719f, ece8, e692, 1099, 61f5, e254, 50a5, ecaade2016_bkos65, 4d50, 598c, 50af, acadia14_339w, 457b, 3e82, 406e, 5a8c, 58bf, d406, c659, eedc, d30d, 5076, e400, b34e, sigradi2015_11.165r25, b38c, 8eb7, b10c, ab73, 018a, d1a1, 2d07, b48d, 7b3c, 9bb3, d858, 20c8, 2e62, 07a7, ijac201614204o9, 3a53, ee8c, 9897, c1c6, 436a, ecaade2016_241h64, eb12, 6936, 42d0, 7e1b, bab0, d2a5, aa61, 9a7a, f66b, 6e80, 1690, ecaade2014_057g14, 0b21, 3979, 48f1, aae5, 12a4, ascaad2014_021c4, acadia14projects_375a, c7b4, b9b6, acadia14_135o, 2497, 6889, 0d48, ea7f, ecaade2016_036t9, sigradi2016_441mm, ecaade2014_018y4, be66, 86fb, ab4d, c7e0, 60b9, 632b, ecaade2014_030p8, 2030, sigradi2015_10.309s21, 949c, 5853, 3c76, 4823, caadria2015_206v29, aa57, 513c, d3b8, fbaa, 18de, a5ce, sigradi2015_11.166a26, 7c9b, 6611, fa6a, bea3, 4b22, ijac201412204u2, ecaade2015_336b73, 15f1, acdf, 2fb7, 1daf, caadria2017_009w4, 137d, 0e40, fe39, 6815, f5aa, 1a38, c386, 09f9, ascaad2014_030z8, acadia14_565ac, 45a6, 66ab, ecaade2016_018x4, 6c25, d525, 57df, 2733, c304, 2784, ecaade2014_100g23, b1a2, ecaade2014_111f25, 5383, 7399, 8220, d117, ca0c, acadia15_137m5, ascaad2016_045t18, 6b4e, 6df1, ac6e, 3a97, 91a5, c6d1, 3fd1, ecaade2015_296p64, 3934, e740, a835, 2de6, b999, ac3a, 4a6b, 2c94, sigradi2015_11.165n25, 4220, 3d5d, f47f, 448c, bb16, ascaad2014_019x2, 5b51, d8d0, 61d0, ijac201614305f3, 63f6, f916, caadria2016_683t29, 9d72, 2c11, 3879, bfea, ea1d, 9374, dec5, caadria2017_009o4, bdb5, d01a, 160a, 399f, 98b4, ijac201412305r2, 6b8d, acadia14_681am, 6fca, 7f59, sigradi2015_10.307i21, 58fe, 336b, 00cd, d678, b4c7, 2141, f86c, 25d9, 37c4, 62f9, caadria2016_013n1, 1ae9, sigradi2015_12.297e28, ecaade2014_010n1, f9ac, 40b7, 0840, 5c4b, 6338, ecaade2016_166b47, e7cf, 9ec8, cacf, bb0a, a5f5, ijac201412206y4, 3974, d687, 8127, 8e2b, ecaade2015_138n29, acc1, e29f, 26dd, 19d7, e439, e3a2, sigradi2016_387zz, 8679, 598f, a112, 3e4b, ecaade2014_202n52, cb04, 0a74, 0370, ecaade2015_284z61, b077, 3ab3, d671, 3d70, 44ed, 83e3, ecaade2013r_009h6, d054, 9de0, ea2c, 0c14, d56d, sigradi2015_10.7d18, 609b, 948f, 2235, 71fd, c24b, ecaade2015_222d49, 22ca, acadia15_274o11, b676, 3703, 401b, 81c5, e9a4, ff8e, 9458, d1a7, ecaade2013r_014j8, bc4f, 9d5d, b434, bfe1, 796b, 1460, 18f7, 74a3, e95f, f465, d5a4, a23d, 66dd, bb9d, fbbc, ecaade2016_021r5, 48a0, 2ac0, 7e05, 0f74, 61ee, 8d89, 8fac, ef45, 1047, 0520, 83a3, b550, 870b, 4562, 0db5, 997c, 6d97, db15, 0b2a, 47ba, 8c6f, 20f6, 5ddc, cede, 8aa8, eae3, 8e1a, 920f, d245, ijac201614203e9, 8180, 978f, d027, a3fb, a46a, ee97, 6542, a156, 1206, 8c3b, 78ac, db42, 26c4, 9310, caadria2017_051c17, 40b8, acadia14projects_43al, c779, c496, a643, 4e47, 1fc3, ecaade2015_27r5, a16a, 0955, 337c, fc86, sigradi2014_316u6, 089f, caadria2016_291a13, bdd6, 4af9, 86c9, ad6a, 29eb, ijac201513104d3, 2f0b, d0b3, ascaad2016_057o22, b7b3, 7361, cbe8, 3ef3, 7a82, 2d34, 6046, 7b6c, 5fbc, 63f5, bda9, dc04, sigradi2016_809oo, 3c6c, 82ff, fb74, ecaade2015_303p66, 50b4, 042a, e4c1, 5747, 9e1a, 7303, bc52, b48c, 629e, 38a9, ijac201412205e4, 60c9, def6, 911d, ecaade2014_019k5, ijac201513206m9, 3c62, 405d, 3b41, dd25, a89c, 4503, f332, 8e08, 163e, 3dfb, bd3f, sigradi2016_515m, 338b, 38ed, 70e8, acadia14projects_473an, ascaad2014_026a7, 85b2, 2333, eb88, sigradi2016_639gg, 29ce, a72b, f33e, 0cc0, 2e44, a581, a1e8, 73d6, 03cd, 5d37, e852, df20, 7c04, 6d9a, 7408, 128b, 8163, 2045, eb15