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 ecaade2009_039
authors Papapavlou, Aikaterini; Turner, Alasdair
year 2009
title Structural Evolution: A Genetic Algorithm Method to Generate Structurally Optimal Delaunay Triangulated Space Frames for Dynamic Loads
source Computation: The New Realm of Architectural Design [27th eCAADe Conference Proceedings / ISBN 978-0-9541183-8-9] Istanbul (Turkey) 16-19 September 2009, pp. 173-180
wos WOS:000334282200021
summary This paper presents an evolutionary algorithm that draws its power from the literal interpretation of the natural systemís reproductive process at a microscopic scale with the scope of generating optimal Delaunay triangulated space frames for dynamic loads. The algorithm repositions a firm number of nodes within a space envelope, by establishing Delaunay tetrahedra and, consequently, creating adaptable optimised space frame topologies. The arbitrarily generated tetrahedralised structure is compared against a canonical designed one and the results of this comparison indicate that the method proposed has advantageous properties and is capable of generating an optimum structure that exceeds statically the performance of an engineered tetrahedralised space frame.
keywords Genetic Algorithms, optimization, delaunay triangulation, space frame
series eCAADe
email kaitipapapavlou@gmail.com, a.turner@ucl.ac.uk
full text file.pdf (1,712,180 bytes)
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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4ad5, caadria2016_529k22, 4de3, 2ffa, acadia14_539g, a992, acadia15_483u21, 36ef, 0429, ecaade2015_241m55, ecaade2013r_007e5, d561, acadia15_451h19, ecaade2015_11e1, 27d5, efa7, 79be, 7097, 02fa, b651, 3766, ebdd, 4827, cba8, 0060, 4862, caadria2016_311e14, c545, b1a7, 532c, b8c8, caadria2017_096e27, acadia14projects_565l, b867, 21b4, 40e1, e236, 79b5, ijac201412203d2, 1025, d586, c768, 1d43, ascaad2016_058h23, 0cca, eaac, 7e7c, sigradi2014_293b5, c66b, 232a, 7135, 0198, 381d, 7438, 0eb4, 6577, 2c3b, 3a1c, a558, 17b3, 72a7, 494c, f320, 5200, 7328, e30a, 4271, aff6, ecaade2016_074u21, b478, 325c, d146, 1c00, 2dad, 0f64, e055, aa9e, acadia14projects_199ai, ijac201412408z2, 0a74, 2c5a, 4437, 2f7c, caadria2015_087t13, 27b2, caadria2017_018u7, 79b8, acadia14_145k, caadria2015_081f12, b9ed, ecaade2015_130b26, caadria2017_016w6, f835, 6a31, 85b2, sigradi2016_695z, 8e88, ad9b, fe6c, 0582, 3a40, 8029, ac0d, 7ee3, b68b, 8d2a, 63b6, ecaade2016_072d20, sigradi2013_285c, 00f4, 247b, 4e7e, 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sigradi2015_11.136o24, caadria2017_054g18, dd17, ea40, 0b90, cd81, e0eb, ecaade2016_037d10, 3b82, ecaade2015_194u40, 0845, 2ca2, 350f, 0354, ce1e, 6f61, 9e95, e5de, 462e, 8770, 1ffa, bc6d, f7ff, bd1e, 85de, 6acb, 8b06, d68f, 861a, 205e, 216a, ec3d, be97, 88e8, 4ee1, bb18, acadia16_244n15, caadria2015_139y22, cd36, 6b0c, a9b3, 9797, be8f, 2470, bd65, ecaade2014_139d31, 6bb6, ff19, 92d4, 077d, acadia14projects_473aj, 8e28, ijac201513205s8, ijac201513305o12, 4946, ascaad2014_036x1, 05b6, a89f, ecaade2016_016j4, 45ae, sigradi2013_223n, 08da, 95c1, 5802, a7b2, 2cbf, ef8e, 2b48, sigradi2015_3.221s4, b225, 0e17, a686, sigradi2015_10.317p22, 81d3, b242, 24bb, ecaade2016_ws-intelligenta69, cf75, acadia15_395y16, bf9f, sigradi2014_144a3, 4cee, c2b7, e9fd, a27c, ecaade2016_167b48, acadia14_531n, 434e, 342a, 9e8b, e827, dc71, 154a, 56c6, c326, df0d, da21, b9bb, 33e6, 12f6, acadia14_125ae, 4a0c, 04ad, ecaade2015_227g50, c42c, acadia16_34e3, sigradi2016_407z, 29e1, a912, 8207, sigradi2016_637bb, 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0a5d, 6112, a0c0, b358, c3c0, 822f, caadria2017_008z3, 8824, 9b27, 0057, 70d7, ijac201513202l6, 5c14, 9881, c2e6, 4175, acadia16_130k9, 2f57, sigradi2015_11.136s24, sigradi2013_194b, 59d8, bb84, 0884, 8955, acb9, 7862, c3bc, 33cb, 0732, caadria2017_118m31, 5911, dbcc, dbfd, b2c2, 77df, ecaade2016_023z6, dabb, 5e05, bff8, f6a2, e5f2, 1d55, 6f8f, 6ce4, 4476, acadia14_589a, f8d2, b30a, d833, 2221, ijac201412206b5, 9293, 5346, 226d, 9a23, f897, deb1, cd32, f78c, dba2, 1a1c, ecaade2016_183v49, caadria2015_185i27, 4a0a, 120b, ea1e, bc50, bbb4, ascaad2014_012f6, 2524, f427, 262f, 85b4, 0913, 74e6, c3b3, 85df, 1e1b, sigradi2016_695m, 1db8, 9afa, e607, 1df1, 1adb, 7791, fff1, dedb, 757d, 656e, ijac201614207e12, 290d, acadia14_301b, 18e0, 775c, b16f, acadia16_12l1, 3e55, a840, sigradi2014_041i3, sigradi2014_345y9, 1a49, 7829, dc0f, 3194, 1e5d, ascaad2014_032u9, caadria2017_124u32, 3540, 7633, 2a75, a907, 39e6, 0e6c, c0b6, 654e, 4799, 9b5e, 6c4a, 0b1d, ef26, 657a, 55be, ecaade2014_233c60, 57e9, sigradi2014_159f4, acadia14_671m, ecaade2016_163y45, 65a8, 366b, 7c6d, 6abc, acadia14_565ad, 282a, 6a4a, ascaad2014_017v9, 6bb8, acadia14projects_145t, c1ca, 3b27, ijac201513206l9, 18c7, 4257, 3338, e0e2, 5616, f712, 3b24, 53ac, cf6b, sigradi2015_8.47n11, ecaade2013r_006s4, 313f, 274b, 2d4b, e839, b497, 5578, 25c9, 4f16, b599, 3129, ijac201614405r3, b084, 35b9, 996f, 82cb, 875f, f5e4, caadria2016_405d17, acadia14projects_565aj, e143, d8d8, 0fee, e3c8, 41a8, 200f, sigradi2014_032k2, 40ec, acadia14projects_189ar, 647f, cf0d, acadia14_145z, 5569, 0dd0, 2f15, ecaade2014_044u10, b77c, 394d, c368, 4653, 52f1, b50a, 3a06, 1290, fa1e, 1e0c, e2d5, a7cd, 062b, b0a9, f407, c366, 669e, d577, ecae, 4932, 3f2d, ecaade2015_155x32, ijac201412203i2, ecaade2015_138b29, ab1a, a779, 6197, sigradi2014_263v9, ecaade2014_112h26, 1026, 1109, acadia14projects_347ag, 57e4, 52d4, efac, acadia14_63av, bbfe, b8ce, 03e8, 1331, 2350, dd5b, 9045, 48a3, caadria2016_851t35, 9969, f916, 3887, 9d7d, e138, a1dd, 1336, 778a, 91be, f372, 508f, 14ef, ca0c, 8c13, caadria2017_021p8, caadria2016_259o11, 03d8, dd09, a258, 0dca, e854, 8e66, d91b, be08, a8e2, 9428, 7da1, b019, 3ae5, ecaade2014_052u12, 88e1, bb78, 0e51, ascaad2016_038p14, 184e, ecaade2016_230s62, d695, 19fb, f6c4, ecaade2016_198k52, acadia14_609av, 2aab, f6ee, 6c2e, acadia14projects_81p, 9f82, b5f9, 8bb3, 2cab, 290f, 574a, a210, 5322, 9b64, 1d33, 3d6e, ecaade2015_317t68, 89b9, 1ceb, 5969, acadia15_173p6, 991f, d807, 1e88, 5bdd, 00a4, af87, 3bbb, 8d59, ecaade2014_224y57, c080, a39a, ijac201513205c8, f058, 0b6a, 0850, sigradi2015_11.8i23, sigradi2014_185x5, fd2a, 3d8f, 34b0, a986, 2e82, f0db, caadria2015_139c23, 0909, 2650, 937f, 34bf, 18ab, caadria2017_005y2, 8dcc, 6eee, 718c, 128c, a25f, 9032, 94d9, caadria2016_105y4, 6d75, 339c, 94d2, sigradi2016_694l, 3e7c, cb41, 9b32, 1496, 2c27, sigradi2015_sp_2.112f29, caadria2015_126e21, acadia14projects_79aa, fd09, 2719, 852c, 80a2, 0dac, be81, 83a3, daf8, 82d7, 87ff, 3296, ecaade2014_070k16, 14d4, 00e0, 8e01, 4410, 6c8a, sigradi2014_316u6, c384, acadia14projects_153az, 373e, c607, 7905, 391b, 2509, ecaade2016_042e11, caadria2016_321k14, a393, ce72, eeaf, c5cd, 3a27, 1082, cb66, ce64, afc7, d0f0, 7108, 1691, 98fe, 930c, 676b, b81a, 2c06, f8e2, 845b, 408e, c59b, b796, 5edb, fef9, 398d, acadia16_270w16, 81dc, fd07, 1bc6, d0a7, 945f, d653, 0425, ecaade2015_271w59, 92b4, 6fb0, 8c27, f066, b8a6, 0506, 1540, 6a69, 24ae, 9a65, 9f65, sigradi2016_592u, c2fb, a692, ac55, 4e04, 806f, acadia15_333t13, 1e73, 0a2f, 312f, 94ed, acadia15_232m9, 5fc6, ijac201614304y2, 7747, sigradi2014_291p4, c8d4, ecaade2014_168x41, cd49, 30ec, 49cd, 0cf3, sigradi2014_239h9, acadia14projects_281ae, 0351, ba64, ascaad2014_029i8, fb64, 353e, 70ec, e5b0, 6715, 61ed, a5b5, sigradi2014_289h4, b423, acadia14_301a, 5294, be0f, 554a, ecaade2015_268x58, 1e4c, 6d48, 2236, 31ec, 62b8, a910, 942f, 2080, 6e9c, 3634, 996d, 3027, dc43, 769d, d436, 3b46, d594, 9f74, c16d, 7151, 4817, caadria2016_353v15, e869, 6573, ascaad2016_043k17, 51f0, 0a96, 4915, ecaade2015_15c2, 8325, 3121, c5c4, e33b, ecaade2014_206r53, e76b, 964f, acadia14projects_601v, caadria2016_851z35, 8e6b, caadria2016_767s32, b4f6, b3cf, dae9, 4599, 6033, 47a5, cee3, sigradi2014_345j8, f9e8, 4b6f, f75d, 75fd, cf98, 3983, b024, b7cd, 5f65, 5ba8, ad33, cae7, ascaad2014_035p1, d86a, 63d2, 0997, 524, ecaade2014_080a19, 4f56, f690, 5057, d6a3, 35d9, 309e, b38c, e664, caadria2017_016b7, 0936, 9653, fd0f, 95c6, ec7b, 1b2d, acadia16_382u23, 2a28, acadia14projects_101w, a106, b9b5, 71a7, 971a, 58ea, 1164, 2f44, e44d, 76e9, b617, 6a43, ecaade2016_055g14, e71a, caadria2017_107v28, 6635, 2464, a9a4, 5f1d, 51c8, 8da7, c6bc, caadria2015_142n23, c5be, d052, e341, bed7, 6111, 275e, 1fe0, 0852, 7f37, 0d58, 8bfc, 0a59, 6788, cd06, 1237, 0c46, ecaade2014_147w33, 6856, a1ab, sigradi2014_047p4, e966, 38cc, 2724, 04a4, 13b1, ecaade2015_21t3, d5bd, 3c65, 74cd, 257e, 0c7a, 2820, 6578, 7885, ascaad2016_028m11, ecaade2013r_018y9, caadria2016_353s15, 903b, e39e, 87af, sigradi2013_155j, bf39, ecaade2014_230m59, d5ac, ecaade2014_140s31, 643c, ecaade2016_224w59, 58d3, e561, 52fe, f5dc, 5025, d072, 9763, 5886, 12d4, 1ea9, ac98, ecaade2015_84c17, 59e6, 32f1, b857, 47d9, 8940, 4cfe, fc29, 8055, 2f91, 8462, 536f, 7a42, 2f48, ecaade2016_073d21, 0c19, ea60, 5d5c, 5133, 1f73, aaf6, d2c6, 6b11, ef5f, 6f2d, 25e1, b13d, 7344, 4beb, acadia14_555l, 483b, cdce, 6abe, 112e, b38d, 8562, 6600, ecaade2016_036r9, acadia14projects_43as, a389, 7c7e, ijac201412304e1, d748, 5ec3, 7e34, f8fb, acadia16_98h7, bc1a, f10a, 8c7f, b53b, e234, 3799, acadia16_280w17, cbfc, ac58, 0b9a, 8711, 8629, f403, fa63, d9d7, 0874, 1774, ijac201614206a11, 5dd0, d3e6, 84a8, e240, sigradi2014_265v1, ecaade2016_071u19, acadia14projects_719o, 376b, 104e, 434a, d502, 6b42, a25d, 1dc1, 77a8, 7a89, 1619, 4f79, 6d0a, ecaade2016_043b12, bea3, e51f, 54a1, 47fc, ijac201614403p2, e565, 60f2, 1fd3, 1492, caadria2016_343h15, ascaad2014_014g8, ed64, fd9f, 797e, 1d47, caadria2017_118g31, f2d4, cec3, f188, 94ba, ee37, 74f0, 43f7, 5f87, d8de, 0144, sigradi2013_138, cdf3, ab96, 6cd5, ef41, 682a, b2db, 6d32, f80d, f824, 9ab9, 497e, dcca, 044c, acadia15_297d12, 9216, b5ad, 581e, ecaade2015_79h15, a3d1, 7ff4, 6a97, 050d, 20df, 4f8e, a61e, ecaade2014_220b56, 4a5a, 3a5b, 40ab, a230, c480, 6d24, 0ea5, 4839, aaeb, aa64, 4329, 3150, 0cb3, sigradi2015_3.268c5, e1a9, sigradi2014_103w8, 9546, 3bbe, 38de, 6f7f, 1e75, d6cb, d4bc, 53fb, 8228, 4e46, a395, 1500, e5f1, ijac201412408k2, 63c8, 1fe8, 8e98, 2df3, ede9, 6f64, sigradi2016_448l, 6a9c, ec3f, 8b4a, 76d2, 5e10, caadria2016_033t2, 1e29, ecaade2015_199z42, ijac201412201l1, be84, 4094, 5078, bb5e, de8a, sigradi2016_449ll, ecaade2014_046u11, 9e3c, bb40, ecaade2016_045f12, a33d, sigradi2014_303h5, 728f, 4762, d350, 041c, sigradi2015_10.220f20, 47b5, 4fca, 834b, 7bae, aaa4, sigradi2014_074m6, cdba, 8b3c, 2049, 75a9, 1fb5, 3acb, 8e76, 01e2, 0067, c9a6, 130b, a1d4, fc34, ijac201412204e3, e083, 966f, 5042, 5a7b, e3c0, 56b7, 54ef, 5c17, sigradi2014_305k5, 9fa0, 552b, acadia14projects_167aa, 402c, acadia15_483d21, ac2e, 23be, e615, d74a, sigradi2016_414gg, 24ee, 3703, e601, ac01, c355, f622, b8df, 43d7, 7b6e, a1e1, c2d3, 1062, c3dd, 4be1, 2535, 567e, 6067, e8ce, ecaade2015_284p61, deb5, 804b, dc44, fe18, b2aa, 56c7, 1c6a, cc03, 44dd, 18ce, d5e9, 01ca, e0ff, ed26, caadria2017_041u12, b147, acd6, 6e6d, f997, ab75, f330, fa12, caadria2016_135b6, 2442, 5b15, 0273, ecaade2014_201a52, ecaade2016_048x13, b184, 7d62, sigradi2013_173, 03d4, ecaade2014_214j54, 410b, 4003, ijac201614403s2, de5a, 9e39, acadia14_655y, acadia16_88l6, 7dcf, 6d82, caadria2016_809d34, 4ab2, 9f9d, 4c30, 03b3, 14a7, 0847, 2765, 2e88, 6f27, 2123, sigradi2016_360r, ecaade2015_227o50, c8ec, 1ec9, caadria2017_174j42, 1e8d, 4eb2, ascaad2016_005v2, fe46, 11f7, c25f, f9d7, ecaade2015_53j9, e629, c988, sigradi2013_244s, 0a53, 593e, ecaade2014_147a34, affa, ecaade2015_237h54, cd47, de3f, c00b, eb29, ecaade2014_194b50, fa98, 15b7, 0276, ecaade2014_052l12, 99e5, ecaade2016_167t47, 0380, sigradi2013_268, caadria2016_589b25, 2ebf, 8c51, ascaad2016_011k5, db80, ijac201513206d9, ascaad2016_021i8, ecaade2015_320r70, 89f6, ecaade2014_016e4, 591d, ecaade2016_154v42, 529a, 979b, 0827, a364, e94d, 15fd, d092, 4ada, 6467, ac9a, 8897, c6bd, 6240, acadia14_435ai, 066a, eafa, 31a7, e399, db38, c5a8, ecaade2013r_004e4, e381, fca3, f872, e40b, 5459, ddd6, 6fba, 96ec, 2f72, 4043, caadria2015_114m18, 42f0, 2894, 65ef, 9204, ecaade2013r_002d2, 218e, c08c, b4a8, a8a5, 93cb, ascaad2014_025h6, cf37, e3b5, de8c, 9efd, 5e90, 9dfc, 128b, 228a, 1307, ijac201513104f3, 16e1, sigradi2013_425p, 98fc, acadia14_531t, af59, 09ae, bbf3, sigradi2013_95s, 5fb7, ecaade2015_144w30, sigradi2013_407e, 240f, 1870, ba33, 0e11, ecaade2014_072b18, ecaade2015_158y33, b1ff, 4823, ecaade2015_302o66, 689c, a6dd, 4b32, c4d2, 4d30, ecaade2015_110f21, 8997, 1a43, da6d, 17ef, 32ec, ecaade2015_86e17, 8f5e, abbe, 8d6d, 1470, a42f, c330, fc39, sigradi2014_137m2, dc55, ae20, e636, 6d6b, 8fd8, fbc4, acadia16_140r10, 3dec, 77f2, 5181, 9275, c6d7, 0d32, af78, a66d, 6286, ca5f, ae0e, 4a15, 723b, f625, f94c, a8b8, ijac201614401a1, 04c9, 8d9b, sigradi2013_194o, sigradi2016_426a, a45c, acadia14_339aa, acadia16_280i17, 4d42, f09b, ecaade2014_163y39, 1746, c36f, 0173, acadia14projects_601ah, 020a, d430, eb6a, 9994, 8ef3, caadria2017_015g5, c688, 5e33, ecaade2015_287n63, ecaade2014_094r22, ae7a, b62e, 04ca, ijac201614205r10, 8765, caadria2016_373f16, acadia14_199aj, 5386, feba, dd76, 47bc, e461, fec0, be4d, 1ddf, ba13, 0caf, 82eb, ba2c, 6d45, 1a6f, 773b, fab8, 8919, 3a62, 3f32, sigradi2015_9.152w16, ijac201412403x6, f478, 2ac1, b18a, 672e, 606f, 6d85, f3a2, c23c, 259d, 420b, 392c, ca40, bdd8, 670e, e04e, 11c9, 0734, a695, afe4, acadia14projects_619as, ecaade2015_61y11, f66e, 7e3d, 7de9, 92a6, b0a0, b300, sigradi2014_305n5, fb11, 0ce2, b406, ecaade2014_070t16, 9734, 231c, 3bc3, 18b2, ae0c, 6176, b071, caadria2015_090r14, sigradi2013_10g, acadia15_451f19, d6c8, 3a9b, acadia15_497s22, 7f64, acadia14projects_267m, 233c, 0eaf, ascaad2016_026s10, ecaade2014_192f49, bf50, 3b13, caadria2015_105k16, acadia16_62r4, f065, 7027, 2e12, d5f0, f0ac, f6a1, bfd2, 4ba8, 1ecc, 52a1, 4ce3, ecaade2014_105w23, 8d93, 9656, 5d23, 96ae, b725, dae0, e393, 51de, ascaad2014_028t7, 8356, 4648, 5f75, c762, acadia16_450m26, caadria2015_162z24, caadria2017_051k16, 500a, 6763, ecaade2014_023o6, ecaade2014_195r50, d5de, 58b9, ascaad2016_033w12, ecaade2014_173k43, e29c, 155f, 9cb2, 0afa, 23a0, 7d06, 4375, 710a, d6d6, 252f, 435d, 3dc5, 848d, 7282, cf7d, 2072, a0d3, fd93, fc1c, cf80, caadria2015_130c22, 3033, 2846, ijac201513306a13, 5c50, 871e, ecaade2014_195n50, 7ac6, 49ed, 56bf, 4950, 54d2, a4e3, b0c3, 3090, 69a5, 7f13, 9597, dc91, 9c4d, 6fa5, 42c6, 49f6, a2b6, 7007, d218, acadia14_153b, 59c8, 1a7e, ijac201614204i9, 4911, 0714, acadia14projects_719m, ijac201513201a6, 8c49, dee6, 12b3, a58f, 850c, 7c4f, 3f16, ecaade2014_204b53, 4100, sigradi2015_8.189t13, 43a0, 4bbb, 65f0, 36fd, b660, caadria2016_291u12, bfdc, 7d14, 8040, 6e0d, 96a4, caadria2015_016t3, b922, d0cf, ecef, e352, 60fc, c404, 5725, dcac, d44b, caadria2017_145o38, caadria2017_095c26, 4c6a, ijac201614208z13, 6935, 4ba6, 9474, 6eb0, 19f4, 73f8, 6ecc, 53a0, dcc7, acadia14_555k, fbc3, 6c8f, 5148, ecaade2016_132p37, 7ae5, 6a38, 541c, 0ae2, e7f6, a803, 2eb1, a1f9, 9232, fe87, 500c, 12b8, fe03, ca88, 555b, 30ab, ecaade2015_15a2, f293, cf02, 64a2, bc12, 1a02, 7ffa, dc0c, e7de, 9056, 6df7, 9839, d720, 907b, 4fba, 432e, acadia16_280j17, 2362, ascaad2014_017s1, d0a3, 16c4, 5140, 5e5b, e8b5, caadria2017_037f12, sigradi2013_183u, 6004, d7f5, ac7b, d528, 1a7c, caadria2017_047b15, ijac201513302h10, caadria2015_139t22, c27d, 3059, ecaade2014_104s23, ecaade2015_77a15, 1641, acadia14_427ak, 2709, ecaade2016_162l44, cd7c, acadia16_224m14, 727f, b03d, 65c6, 7e22, caadria2017_067h21, 47ae, 1ab5, 1e30, d18d, eb6b, 115c, caadria2016_631k27, ec87, a90e, 2f7e, 655a, 97e4, 3b21, caadria2015_067m8, 9ebf, 522f, 37e8, 5fd1, abec, 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ascaad2014_031f9, caadria2015_124f20, ecaade2016_077u22, fdb7, 083e, 07f6, ijac201412202u1, 822e, ccf0, 2f64, b67f, 3e1c, b47a, b8dd, ijac201412402n4, sigradi2015_2.213t1, a497, sigradi2016_534ll, 97b2, 2cf7, 12f4, 9a02, aee8, 8f4f, 4bb8, 0f9a, 6dd5, b88d, caadria2015_067h8, 189d, 3579, sigradi2014_047m4, 4a8c, sigradi2016_522x, ff9c, 2d7d, 272c, 26a6, 15c0, ecaade2015_21s3, sigradi2015_3.65r2, 89c9, ijac201412305b2, ascaad2014_024f5, 8d23, e9bc, f232, 9c3d, 9052, 5b92, d94d, ecaade2014_152f36, 9baf, e242, 17c9, d054, f4e9, af0d, 642f, acadia14projects_555i, sigradi2013_359j, fa1d, 5a24, 5290, ascaad2014_005r3, 3389, 83f7, caadria2015_065b8, e920, ecaade2016_221v56, 5aae, dc8c, 70e2, 72d7, caadria2016_085f4, acadia14_145ab, aee7, 2251, 409f, ecaade2013r_002x1, caadria2016_105a5, 5b3d, sigradi2016_625tt, f82e, fa50, 19c8, 47ff, 8083, 3b2f, e506, 873e, c63e, acadia14projects_101ac, ecaade2015_144f31, 1fe4, 5fd5, d6d7, d095, 7a20, 05b9, dc78, 2398, b295, e6b1, acadia15_431n18, c7f2, 1eca, 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ecaade2014_024h7, 57ea, 60cc, a0e7, bea7, c5c3, 9ae3, sigradi2016_611s, acadia14projects_531v, ebb0, 0e0d, 4d4f, 2211, ascaad2014_017m1, 9af9, f6ea, 0778, f986, aa55, aa1b, b2b2, 1aac, 812d, be11, sigradi2014_132k1, 2c04, 612b, 338b, 2e0d, 4edd, 0fdc, 8132, caadria2017_048z15, 1b31, 819f, 7a6e, e652, 0d4e, 0a15, bda7, ijac201412408c3, 77dc, 1671, ascaad2014_024s5, 51ee, ijac201614207f12, 85fe, 1d4a, ecaade2016_132j37, ff8a, 879e, 4da0, 0e24, 2444, 0ea7, da0f, 9bac, ascaad2014_032l9, ascaad2016_031m12, 8409, 3ecf, 51fe, 1dae, 1cbd, sigradi2013_390t, f23c, ab6b, 3ccd, sigradi2016_515m, ijac201614405f4, ascaad2016_024h10, ecaade2015_225h49, 02fc, caadria2015_073w9, b235, 6e92, b6df, 5060, 7ccf, 62da, c3d5, 6cf9, be64, f7cf, ecaade2016_158p43, fab3, 9872, 9f53, sigradi2013_386e, 53d9, 7543, 0bcc, 2f8f, 4392, 3f03, 0097, aad4, 4f7b, 82d8, a8b0, 4f52, de42, acadia14_549z, ecaade2016_225d61, 277d, acadia14projects_177ad, 0245, d74d, 55f4, 6083, 0317, caadria2015_109a17, ijac201412204a3, 1952, 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5e24, caadria2017_057y19, d244, d66b, 0a1a, b967, e508, 3ad0, b1be, 0fb2, acadia15_149x5, 355f, caa8, f217, fb7d, c5b6, 7fcd, 8e87, bd87, 614f, afa3, a12c, 6664, 93ed, b6a4, 2950, 3473, 9b40, c52b, 1499, acadia14_281u, ffdd, 4057, 45bd, cccc, ecaade2014_014z2, 431e, ecd9, 1a40, 0f87, 5c99, fa15, e27a, 25bc, 3731, 80c6, 1271, 9407, 2587, a640, c41b, ijac201412408e3, 8b7c, e27e, 858e, d0af, 1a7f, ecaade2015_284z61, 3538, af60, 31eb, 365c, ecaade2015_158e33, 6e61, b8cb, cd8d, e4a4, 22ba, ff25, c214, cac4, 422c, 9b4b, bb03, b405, 2caa, bc00, ijac201412301x6, 07cd, 40c8, ecaade2016_018a5, 39d4, 96f1, 9f98, 4084, 3bed, a690, 58df, e91a, e900, af00, 0353, 4232, de3e, 16ac, ijac201513302y9, 8bb2, 4752, c3a5, caadria2017_041b13, 6cad, ecaade2015_138o29, a651, b690, 3c8c, caadria2016_787h33, 16ef, dada, ae93, ascaad2016_010x4, 894f, 3d34, 8c04, e19b, ecaade2016_105e29, 4ffd, ecaade2015_130n26, 5fe1, 161a, ecaade2014_147z33, a25e, ijac201412205t3, 0ea8, 9e9b, 4d77, a3bc, 6024, e56f, 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2ed5, ecaade2014_214n54, 12bf, 1259, 71cb, a29d, a7ea, 3c99, 47c4, 53a5, caadria2016_631g27, a99d, acadia15_483k21, b927, ijac201412303o8, 545a, acadia16_402m24, 26fb, a0fd, e590, acadia15_203l8, ijac201614102c3, 4805, 88fa, acadia16_140m10, caadria2015_124i20, 0dc6, 6ed6, 5584, ecaade2014_233i60, 3e43, caadria2016_023m2, 04f4, c0e7, a7a4, 0c6c, 5e41, c174, aa4a, ecaade2015_180f39, 571a, 1b48, f170, ascaad2016_050a21, ace8, 1977, a410, 3320, 4dbc, cf05, ecaade2016_152y41, f3bd, 4fd2, 2768, ceaa, ecaade2014_030m8, 42b1, ff01, 23c0, acadia14_463k, d2a4, 44c1, 46b8, 7c4c, 09c8, a4ae, adbb, 9c82, sigradi2016_595hh, d559, c377, b2d2, 945b, fcbf, 66f0, d88d, bd27, 11d1, c8f7, 06b2, c8dc, sigradi2013_226u, 34ae, acadia14projects_463a, acadia14projects_177o, 4fe3, 6372, 2a7d, ecaade2014_176i44, b05d, 8502, 656c, b904, sigradi2015_8.328i15, ecaade2015_325b71, ee8c, f768, cc0a, sigradi2015_12.107i27, sigradi2014_057r5, 50fa, a92b, 964e, f10c, acadia15_323k13, 46b3, bf05, acadia14_81l, 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