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 ecaade2012_267
authors Caldas, Luísa G. ; Santos, Luís
year 2012
title Generation of Energy-Efficient Patio Houses with GENE_ARCH: Combining an Evolutionary Generative Design System with a Shape Grammar
source Achten, Henri; Pavlicek, Jiri; Hulin, Jaroslav; Matejovska, Dana (eds.), Digital Physicality - Proceedings of the 30th eCAADe Conference - Volume 1 / ISBN 978-9-4912070-2-0, Czech Technical University in Prague, Faculty of Architecture (Czech Republic) 12-14 September 2012, pp. 459-470
summary GENE_ARCH is a Generative Design System that combines Pareto Genetic Algorithms with an advanced building energy simulation engine. This work explores its integration with a Shape Grammar, acting as GENE_ARCH’s shape generation module. The urban patio house typology is readdressed in a contemporary context, both by improving its energy-effi ciency standards, and by rethinking its role in the genesis of high-density urban areas, while respecting its specifi c spatial organization and cultural grounding. Field work was carried out in Marrakesh, surveying a number of patio houses which became the Corpus of Design, from where a Shape Grammar was extracted. The computational implementation of the patio house grammar was done within GENE_ARCH. The resulting program was able to generate new, alternative patio houses designs that were more energy effi cient, while respecting the traditional rules captured from the analysis of existing houses. After the computational system was fully implemented, it was possible to complete different sets of experiments. The first experiments kept more restrained rules, thus generating new designs that closer resembled the existing ones. The progressive relaxation of rules and constraints allowed for a larger number of variations to emerge. Analysis of energy results provide insight into the main patterns resulting from the evolutionary search processes, namely in terms of form factors of generated solutions, and urban densities achieved.
wos WOS:000330322400047
keywords Generative Design Systems; Genetic Algorithms; Shape Grammars; Patio Houses; Energy Efficiency
series eCAADe
email lgcaldas@gmail.com
full text file.pdf (2,029,020 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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ijac201614307f4, caadria2017_190y45, 04c0, acadia14projects_473as, caadria2015_084a13, d0ab, 7617, caadria2016_435n18, 1faf, c5a1, 99bc, 29ca, 4171, 6537, db8c, 0751, acadia14projects_237az, bd35, df0e, ff64, 92eb, 0e72, 4fb6, 8dee, 4549, 86be, acadia16_318g19, 9989, 2699, 4fd7, ijac201614102y2, b15d, 4813, bf33, sigradi2015_6.387j9, 2c05, 2bb3, 07ea, ecaade2015_81v15, ce55, fcc1, 837b, ecaade2015_317h69, df74, f51a, ascaad2016_041j16, 7fdf, d706, 0457, 68ec, a9f0, ecaade2016_129y35, ijac201614201v6, 6c1d, 7097, 1d32, 96b2, c323, 9ce8, 9729, 99ab, caadria2015_194z28, a59a, 7975, 2cd1, eb68, 2af6, 2157, a26c, e87d, b5b4, e331, c93d, a0fb, 6631, 0007, 374e, cd42, e7c1, ascaad2014_012h6, c51f, 2cd3, ca43, 739e, c9c1, 1c03, 8ab5, d1c0, 8d76, 6531, f791, acadia14_487h, fc82, e502, 851f, 73b6, b046, sigradi2015_sp_8.326t30, f917, 599f, ascaad2014_004g2, 6255, fce0, 194b, 89df, acadia14_531v, bdbe, 6d36, caadria2016_125t5, 0e83, 55ba, sigradi2015_10.7j18, 169c, c43a, 6c71, c8cc, 2501, 9c8e, a3ad, 7e15, 87f6, eff0, 1949, acadia15_57p1, 0858, 9318, 272f, 3aaf, 54f1, 8e50, ab8c, 41a5, 5ae5, 7673, 414a, 95d4, 2e0a, 6d75, 6be8, 88b9, 3429, b5b5, ca18, c788, 751a, 4f82, f421, 0789, 1c2e, 5623, d7f9, b415, d957, 3bd7, ecaade2015_22n4, cbc8, 493d, dda9, caadria2015_122l19, a425, 9dd5, 3e54, 9ed4, b422, a816, 78fc, 4065, 54ed, 0264, 637e, 320c, 345c, 3ad4, e203, ee74, d8e7, sigradi2014_213r7, 225b, 776f, d06d, 035f, 8720, 15a8, 29c7, a151, 30f4, a131, f2f4, ascaad2016_038s14, 2b9f, 16c0, bea4, 7b80, 49ea, 460c, ecaade2014_052f13, c43e, f7fc, a12a, c84e, a3ac, 5827, 20ca, b535, f937, b45b, caadria2016_219d10, 281c, 7fcf, c3d3, caadria2016_703n30, 56ce, 3a6e, acadia15_497s22, ec19, 12a1, c60b, a5d0, 4df4, 7997, 15f1, d4da, ijac201614308y5, 90ab, acadia16_470p27, 2e66, ascaad2016_010w4, acadia14projects_671s, 19b8, f0a3, c015, df4c, 4938, 5b5b, bd3b, ecaade2015_170k35, 6450, b208, 7a08, f3b3, 54b3, be4c, bbc9, ab9f, 1212, 24bf, b1dd, 2c80, 1e6f, e5d1, 8fd8, 4f50, a11e, a7e1, 8518, d980, ecaade2015_227d50, 5407, d932, sigradi2013_304e, 0b89, 1dfa, 60f6, 8ee1, f533, 0ea5, a939, 4313, d15b, 4789, 1718, 3ecb, b37c, 954c, caadria2017_165z41, acadia16_280r17, 79ba, 1fed, b952, 668d, 709b, sigradi2014_041c3, caadria2015_114g18, a1ac, 7acc, sigradi2015_6.327p8, ecc1, 67d5, 422d, 852f, 5106, d7d9, c093, ascaad2016_056j22, ecaade2013r_004p3, 0388, 23b3, 7722, 38f9, ad5c, bff6, 08dd, 3cbe, 9387, f0b0, 5121, 92ec, caadria2016_703r30, 8182, ecaade2016_018g5, ee8c, bb14, c1fb, acadia14projects_199ad, caadria2017_031f11, 6940, 8a7e, 1210, ascaad2016_022m8, daf6, 0ab2, e43a, 0dbb, 0658, 454d, b8e0, caadria2016_115m5, caadria2015_014r2, caadria2017_105j28, 0601, 8070, 39b0, ecaade2016_230d62, a802, de13, ascaad2016_024j10, e555, 179a, sigradi2014_234x8, af30, 326e, f68a, e8ce, b450, b026, f05c, c52a, e6b9, 0a7e, 3fd3, 9c5d, 4628, ecaade2014_159r39, 54d4, e6d9, 36bf, e31c, aa9a, 39a2, 47f7, d804, 792b, 4cf9, f8a0, 22a9, 2767, 33b1, acadia15_95f3, 1435, 9917, 7c11, ac3a, 784c, 6213, a84d, c0eb, acadia14projects_699t, 5291, 4842, f596, 8da1, c2ec, 0845, 74cf, c44c, 6f1f, ascaad2014_019i3, 49be, 6b8a, sigradi2013_243f, fa9d, de5f, 3358, b466, b9eb, ac35, 1a71, 2a5c, 045b, bbfc, e45c, 8533, caadria2015_178x26, c18b, ae50, e0e0, 7066, 5e53, ecaade2016_119y32, ecaade2015_82y15, 00e3, f45f, 27c4, d5a9, ec06, ijac201614203g9, 88e6, 3f30, da90, 707e, b8dd, a841, 838f, abc4, 0389, 64b1, bb74, 81d1, 7f7f, 1f35, 49b8, d9a6, bd1a, 64a5, 269b, ijac201614308g5, 5724, cbcc, 7886, caadria2016_477e20, e17a, 1f73, 1696, d9e1, 65e8, ascaad2016_009i4, c0e3, sigradi2013_189r, ecaade2013r_001n1, 241c, 4b42, f667, ecaade2014_086x20, c7b1, f4dd, 993f, 96fe, 087e, acadia15_137m5, c01c, 93d9, fbd2, 4283, eef4, c0cf, sigradi2013_414, ecaade2016_072n20, dcf4, 12c2, 22fb, 1dcf, acadia14projects_619av, 6ba1, f6a8, 8b6d, cc2e, 17b9, 4773, 4cd0, ijac201513305g12, da65, 612e, 9ba0, acadia14_125ac, acadia14projects_333az, e45a, ea19, 4af1, 4bbf, 92fe, 3a96, e118, 0e58, 699a, acadia14_63d, ecaade2016_087u24, db63, 78a6, 67fd, 2978, acadia16_140w9, 647a, 66f6, 76b7, ba39, 690c, b94e, 3a51, acadia14_237az, d734, 10ca, ijac201614204p9, c814, 15d2, 2a1c, caadria2017_149j39, ascaad2016_023u9, ascaad2016_030f12, 3a00, 94d0, 77fe, 82ba, f6de, ac66, ffab, 2a32, db65, 3b62, 1298, cab4, ab61, ecaade2014_239z61, 87b8, 7668, 671a, f5e7, 9197, d9df, f448, 83c8, 9cbb, acadia14projects_661k, a869, fe88, 6896, ff05, 008d, 4444, 3292, 327b, ac12, d1a3, 4d31, acadia14_339at, 74b4, ecaade2015_73d14, 9c66, acadia14_177ai, 5b61, 4cde, caadria2016_851r35, ecaade2014_204z52, a732, a415, acadia16_344k21, 6869, bb36, sigradi2014_032o2, c094, d906, 4063, 40e5, 191e, ecaade2015_268a59, caadria2016_651b28, 57a7, 7da9, 1af0, acadia14_409n, 8f48, ca91, ecaade2014_143m32, 0911, 11a4, d0c8, 7952, 91aa, 212e, ef9f, ecaade2016_106k29, 0019, 9404, acadia16_12h2, 6063, 484d, ijac201614306b4, 41d2, ecaade2013r_018m9, 4654, 6761, 2fe2, 6a61, ae3e, c63a, ecaade2015_114d22, dc6b, 9154, 1a16, f74b, bee3, 0ced, sigradi2015_10.307m21, 4af8, cb43, ascaad2016_012u5, b88e, caadria2016_291u12, 3e6c, sigradi2014_186h6, e391, beb8, e5f1, f181, b3b1, e926, sigradi2015_sp_2.112i29, 46ed, 3332, 58bf, 3053, 0af7, ed6e, ijac201513201b6, a731, acadia14_327c, 2441, bfe0, acadia15_497h22, 4364, 3e74, 12fa, 16eb, a9fe, 3604, f265, cfd7, 38a7, 8c37, 88e0, 8324, ijac201412403f7, 0a1e, cf45, ecaade2014_173h43, acadia15_47n1, 093a, dac4, a0b8, b211, 34ee, 641e, ed2c, ecaade2014_052a13, sigradi2014_074i6, ecaade2016_042f11, 4548, 2a14, c51b, 7012, 14fa, a4e2, f71c, 111b, cc1e, e920, e30c, 148c, 6766, ijac201513104x3, 5100, ijac201513104o3, 1e75, 2223, 58dc, ecaade2015_225r49, dc80, b4d4, d6a3, 54b8, acadia16_372m23, 66eb, 3e3c, f63e, 4880, 0a6d, 479a, b136, 1dae, 1709, 6c87, 6b06, 314c, ecaade2014_089y21, 5005, 9230, 3a6a, 2847, 1a04, acadia14projects_327c, bbf7, ijac201614208g14, efb7, acadia15_417a18, 8336, 5d96, dd1b, cd12, b368, ecaade2016_223i59, ef14, ecaade2014_201j52, caadria2015_226s34, f0fd, b03c, sigradi2014_152v3, 1ffe, 4466, ascaad2016_029z11, ascaad2016_059l23, ecaade2016_057n14, bc2a, 07cb, 98d4, 0828, caadria2015_108x16, 3d91, ecaade2015_261l58, ijac201614101k1, caadria2016_735m31, 0a8e, 944a, 5bcc, b116, 657d, 8f1b, 0062, e855, bb7f, 0ff5, 5954, 1d94, 6f9b, aa21, ecaade2014_168r40, 183d, 0f5c, 43e4, 9baa, be91, f166, 0dc4, 4e22, 6dac, 5f27, e114, d2ce, 1bd2, 4013, 03b3, 3c17, bea1, de0b, 8732, 405f, e3bd, bc4e, caadria2017_008f4, 5de1, 3d0c, 65e4, 1133, 4818, 5728, 3748, b911, 724f, 23e7, 22f5, ecaade2015_221p48, 502f, 344f, 6521, 7b4d, 0561, b62e, acadia15_161w5, 23a9, e17c, 3c36, 1e29, caadria2017_016c7, 9d66, 8984, 3f5c, fd29, 80e6, sigradi2015_sp_11.303o31, b6c4, a607, 4380, 4776, ecaade2014_089m21, 05e4, acadia14_619aj, 5417, ascaad2016_028i11, cdd0, ecaade2016_096r26, a2cc, sigradi2014_074o6, 0d0f, ecaade2015_314b68, ecaade2016_095i26, ecaade2016_221s56, 3976, 16fa, ee3b, 4e2b, 5aa5, 0c91, ecaade2015_21l3, f013, d826, bbc3, acadia14_43aj, caadria2017_104w27, 7df3, sigradi2015_7.203h10, adaa, c77b, a508, b232, bdc7, e3c6, 784d, fb92, b981, ea83, 33cc, ecaade2014_156i38, d572, 7924, acadia14projects_111o, e52c, acadia14projects_237av, 9bd7, 8f19, db5a, b5b6, 2799, acadia14projects_531p, a96e, 9a7c, sigradi2015_sp_10.179i31, bff2, 4422, 7114, 2eaa, e1c0, ijac201513205s8, d82c, 62e7, acc0, 4092, 66db, 7026, f240, 5193, d665, 689b, 237c, 1102, ecca, 0f9e, bc07, e764, ecaade2015_113j21, caadria2017_017n7, caadria2015_203h29, 3ae0, f39d, 750d, c263, 8060, 093e, 6bcf, ecaade2014_176w43, 7085, 889e, 77d0, ijac201614308o5, 3ee6, cfe8, 6097, cb6a, d9ec, acadia15_381t16, 1f98, 3e2d, dcad, d546, caadria2015_087c14, 1149, 4a9e, 8d7d, 7050, 9553, 6c45, 8037, e1d1, b15a, 8292, ce39, 2281, 04d8, 8a8f, fa05, e31a, 6e49, bfaf, 7cb8, 0278, 0a91, dad3, 4c86, 274e, dfe6, 0deb, dd59, a859, 3cd6, aba2, 5c52, afae, caadria2016_641s27, dd88, a1ab, 499a, 83cc, 9b06, d2da, ecaade2015_271a60, acadia14_189av, e140, 5f1f, c8ef, 4d5f, 2b16, ecaade2016_ws-dleadi68, 16f9, 18c5, 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d7e1, acadia14projects_601ac, 6e77, 634a, 9559, 6d5a, db4a, 675a, 4673, d70a, c78b, 00f9, 6b69, 4b16, ecaade2016_171b49, a321, 5e8b, 6c9c, e58e, 7e77, 1d4a, 8432, acadia16_478m28, acadia14_589b, cfdd, sigradi2015_8.186h12, 4dc5, 8601, bd44, 0259, c559, ecaade2016_171a49, 3de9, 6caa, 12d3, a0a4, ecaade2016_032p8, ecaade2016_102c28, 3c22, acadia14projects_189at, a76c, caadria2017_035t11, df18, 4ba0, 528a, 74cb, 0067, 614d, ecaade2014_016d4, 60ba, 6067, ed89, 4023, sigradi2015_8.186m13, acadia14projects_247s, acadia14projects_237ax, 6f2e, acadia14projects_43ai, 12d8, 8d64, d703, 1d8f, 2776, caadria2017_105l28, 7773, 5358, e3fe, f729, 6972, fd61, ecaade2016_154b42, 8bf2, 162f, b95c, 8284, sigradi2015_11.166y25, 3c68, 3e4d, 0152, 2542, 1f63, 55c9, e8a2, ebf7, 9b1d, acb4, aa86, 7bc5, 29bf, 0175, ascaad2014_014e7, 4864, f95a, acadia15_223k9, caadria2017_056v18, 258e, 4cc7, 9440, 90bc, ba6f, ijac201513304y11, caadria2017_147v38, 4a1a, 8e71, fb7e, 7d9e, d38b, ea17, 79c6, 7606, 9a2f, 03fa, 6807, f89a, 107e, a381, a61e, 9c20, 98eb, ecaade2014_206s53, 41d8, 4976, a408, ascaad2016_007x3, sigradi2014_169u4, caadria2015_172w25, 5523, 7b58, 31e2, acadia14_531n, 1980, 6f6d, bd62, caadria2015_081e12, 711d, sigradi2014_036t2, 3401, e147, fedc, ascaad2016_047u19, 5ed4, 67e7, 2237, c5f9, b2ec, cd0f, caadria2016_529t22, f9ad, a713, 6895, 106e, a217, 8a03, a9cc, 48af, 8880, 2acc, 90b6, dd91, acadia14projects_627ay, caadria2017_107o28, b4ed, acadia14projects_257ac, dd41, b676, 2aca, 9317, a1f0, 206a, 47fe, 2882, 67ad, ecaade2015_114g22, ecaade2014_157p38, sigradi2014_045w3, ecaade2015_138l27, sigradi2015_8.328m15, d8d8, 0d98, a7ae, f28b, b2d3, 2484, ecaade2014_067a16, 3a18, 8794, d0a0, b419, ascaad2014_005a3, 24a9, ecaade2016_144l40, 5db7, a333, ascaad2016_054y21, 2463, 3274, ce70, bb42, 8736, 173d, af16, sigradi2013_194b, 8662, sigradi2015_6.327u8, c73e, c7a2, ijac201614405o3, 3861, 29d5, caadria2015_084z12, 0f44, 2a9f, 28f0, 4edf, ecaade2016_162d45, 6da8, 1caf, 6371, ab48, d32e, 3faa, 0ff4, b1c3, 2d53, 336e, cc1f, 5cdb, e7e6, 3ead, 3493, 21f4, ed42, dac0, cb91, 372f, caaa, ecaade2015_64y12, 2d22, 43d8, 07e2, 5767, 613e, b9cb, e7c3, c092, fd66, 0588, 444f, 1d6c, acadia15_343j14, 9ae7, 52a4, 3f95, caadria2017_070l22, 0b6b, ecaade2014_060v14, ecaade2014_094m22, ecaade2016_099j27, 367b, 4b28, caadria2015_203m29, ijac201412406n9, fa3d, 53d3, c110, a894, ascaad2014_023u4, ecaade2015_256c58, dfaf, ascaad2014_019u2, 51f9, ea48, 7362, db3d, 18bd, 2efa, fcb7, 6bf1, 06a4, 505e, 847e, 8908, 1034, d80c, ijac201614303l2, ecaade2014_153z36, dd0c, 5612, 44d0, caadria2015_130g22, 5838, d4f5, c10b, 28be, caadria2016_651x27, c957, 9aea, 5e9c, 83b4, bdfc, 2677, b1b1, e9ec, 2cd9, 7081, acadia14_389az, 8a48, 9753, acadia14_23aa, 1e57, c9fa, 6153, caadria2015_086i13, acadia16_270x16, e94e, acadia16_8a1, 7825, ecaade2015_55e10, 4099, ca41, 28bb, 33f0, ecaade2016_075f22, e2c0, acadia14_219aw, 2e3e, c0f2, caadria2015_016g3, sigradi2014_074l6, 2288, d2c5, 3aec, 1f45, d1df, f432, caadria2016_177z7, ecaade2014_186r47, ecaade2015_35w6, dbb8, 8d2b, b099, be9a, d197, ccfe, 9330, 8613, 3784, 7f16, acadia14_145l, 8688, 18af, caadria2015_209e32, b779, acadia16_12t1, acadia14projects_63ad, 4b1b, 92f5, 3cda, 6bba, 1d56, 845a, 3b4d, ecaade2014_168o41, d42f, 6101, 042c, 3b31, a1fb, ecaade2013r_003x2, 4b35, 811e, 4f4b, 51dd, 19ea, 43bd, cb92, 8f43, 2a27, 49a2, fcaf, 29d0, 65d1, 5ef3, 7244, 092c, 6d5e, 0ac1, ee61, acadia14projects_681al, b5a1, ascaad2016_010x4, 22b7, f3d1, 263f, sigradi2014_339z7, ecaade2014_217j55, 156b, ijac201412402c5, 1f19, 5c7d, 1edd, ascaad2016_005d3, 59a3, ad34, acadia16_290e18, 7908, ecaade2014_224u57, 8664, 1b4b, 6ca8, 3bcc, 4fd5, 6f99, 0530, f6dd, 1e59, 3b2f, ecaade2016_123e34, b309, 90a1, f93a, 5b53, 2abb, 2aea, 6cfa, 3c72, 54ad, 500000000, aae3, 31c8, 6bc0, af63, caadria2016_745h32, 0bf0, 255f, ad29, c2ef, 4e9d, 246e, acadia14projects_555c, 3575, 0f32, fa90, 7b23, 85e0, c673, ecaade2014_214z54, 39df, 37d4, e0c6, eaac, e8de, 4652, 3fac, 608d, caadria2015_066d8, f997, 3c86, 7c58, 71df, ecaade2015_314m68, 4bbd, 0581, 8d49, 0630, 85d4, ecaade2016_217n55, caadria2017_054g18, 17ed, 5ac6, 65a1, b7aa, acadia14projects_435ac, acadia14projects_719j, ecaade2016_128l35, ecaade2015_199b43, acd9, 7817, ecaade2016_230n61, fe5f, f6c9, acadia16_372c23, ascaad2014_022p4, f9bc, fb32, 684c, b7d6, 677d, 8548, 37ce, a754, 5dfa, 541c, 99bd, c1f3, 7955, ff40, d5e0, d414, b0ef, 9c3b, acadia14projects_145ai, 713f, 902d, sigradi2014_021p1, 5ebd, 4d38, d27f, e5e1, ecaade2015_303t66, 1ed2, f69b, 8516, 1f57, 44f3, caadria2017_163x40, 9875, 3e93, e617, 164e, a49a, 0fa0, eeae, 79db, cb82, acadia16_196w12, caadria2017_124o33, 4f00, b015, 80ea, bd36, dc96, 8fab, acadia15_395c17, b73b, 8dd9, ecaade2015_86o17, 2f70, 5b51, 7874, e26c, e097, acadia14_627a, ecaade2016_011s2, caadria2017_081p24, f8ec, ed4b, a7bb, e86e, 01dc, acadia14_63at, 5a5d, caadria2015_130z21, cc9d, e023, 100f, f4e8, e3f0, caadria2016_013h2, 8a88, 6a45, f06e, c53b, 9eb3, sigradi2013_274u, d603, 2be3, 29a7, 5512, ecaade2016_152y41, 26a6, dcb0, 8c51, 7f07, caadria2016_861u36, e798, 207f, d027, ecaade2015_171p36, c14f, 1b34, d7a3, 9582, sigradi2014_201h7, ecaade2016_222w57, 4fcd, c8e1, a5e8, ijac201614105u4, f235, f529, 87d8, 6476, cf6e, 71ee, caadria2017_009u4, 623b, acadia15_81y2, d4dd, 5116, ec0f, ecaade2016_ws-dleadx67, b4e6, 13ea, d450, cd80, 2224, acadia14projects_719f, d4d6, 7e59, 3d29, f0e9, 9c8f, 3ec3, 4937, 3e62, 9e62, 1017, f618, ecaade2014_239k61, 572d, 16fb, b322, 4871, d88e, 9b68, acadia16_34a3, d22b, caadria2016_861g37, e74b, fc21, 7457, 0105, 9e55, 257c, 7806, 5c93, acadia16_224z14, a9f5, 2e41, ascaad2016_007m3, 1c2f, acadia14_681au, 37c4, caadria2015_208z30, dc7e, sigradi2015_12.215z27, b792, a3f3, 85ba, 988f, sigradi2014_074y6, eac5, ace8, 33d2, 5ba8, 16e0, 0bdd, bc8b, a90d, a192, 704a, b669, 6f69, 83c0, 756b, c631, dcbe, 2c7d, 50cd, 7c5b, caadria2016_167k7, 1b41, acadia14projects_135s, acadia16_254d16, af5f, 7f79, 7fc6, 2e1f, 401e, 8c78, 0fff, 7d16, 3a09, 0bbb, 9a69, 7633, 6483, ijac201513303x10, eade, 5cb1, eec3, 3e49, cf28, e6b5, sigradi2013_275g, 3270, 08e0, 453a, c405, 626e, acadia16_54x3, b607, 71b5, 3f78, f310, 2be8, ijac201614102n1, cb56, 526a, afd0, 8fb1, a2ad, bd9a, ijac201412408c3, 8424, 3fdc, dd90, df2d, acadia14_177af, 4d9d, 1c33, 55e3, 738c, 1199, 0493, 380d, 448d, 4f34, 6641, 140e, acadia14projects_153j, 06c2, ecaade2016_063t15, ecd7, 5e8e, 9dd0, b54a, 7e97, cce0, 5ef5, a448, ecaade2016_208t53, 8700, 2884, ijac201614207i11, 1d83, 002f, ecaade2015_320n70, 3a5d, 8660, 4611, 81e9, 2749, bb85, 2ff2, a405, caadria2015_109e17, 3f4d, 8fd0, ecaade2014_113y26, 9504, ecaade2016_075e22, 9143, ecaade2016_065c16, b61a, bda7, 7c07, 6565, e7bf, db42, 763c, 3413, 2546, ca23, 75d6, ac2c, c013, de80, 4786, 09e5, 4aab, 6c8d, 7d8e, 058d, 61d9, eb70, 9299, 5925, 46ce, 09f5, da86, 34ca, 744a, bc46, e418, f216, 478f, e744, e11c, ecaade2014_239o61, e839, 90c8, 5502, 3fb6, acadia15_431s18, d27d, caadria2016_601p25, ceba, a09f, 70ac, bce9, 7c26, f982, 1359, ecaade2015_206z45, d65e, 85b6, b6ff, bc64, 77da, becc, 9e9e, 5b82, 6e7d, 7e84, 0208, b8a6, f771, caadria2015_206g30, f786, 5d32, ascaad2014_024o5, de71, 1416, 88b0, 35f5, ecaade2016_224n59, sigradi2015_9.152y16, acadia14_619ah, sigradi2013_189l, a4a4, 7765, 4d99, 24ec, 3cf4, 3451, ce62, 33c4, c39f, 3405, ijac201614208o13, sigradi2013_248c, d683, fa9c, ascaad2016_022x8, 8557, 8fa2, fc65, b99c, 3dfd, c71e, ff5b, 86d2, 9af9, 0cab, d519, 71c3, 78ce, 81b5, 018e, ecaade2015_171g36, ecaade2016_ws-dheritageu67, 5b84, sigradi2014_084d8, aeeb, b11c, ascaad2016_020v7, b9d4, 7847, e463, 1340, fa44, acadia14projects_609ao, ascaad2016_021h8, 09da, 4b36, sigradi2014_178h5, 2cbf, f32a, b3fe, 2835, f083, ecaade2016_225o60, 5429, e375, 800a, c47a, 8708, acadia14_609ae, 7789, fdf3, 2ad3, 3dc2, caadria2017_163w40, 9796, 07f5, f489, eccd, 5d43, 0a03, 7e6e, ac0e, bbd6, 94c1, 262d, 38a1, 62e6, 0054, f819, 6b34, 1f77, 8f7f, d7b5, fa7d, 63b7, 4705, 6314, 25be, b7f3, 15b2, 9b17, caadria2015_030i4, 592c, 82e3, c0e2, bcf1, a519, 4342, ecaade2016_224a60, ecaade2015_278u60, 593a, sigradi2014_048z4, ffa6, ascaad2014_025n6, 2519, 6fba, f968, 3641, caadria2017_158d40, 45fd, 7094, ac1d, 9b8f, cff7, e4c9, 8f41, 069b, 915e, ijac201412301a6, a98f, a76f, 270d, 2c50, e5dd, 6a28, f352, acadia14_473ao, 90c2, f033, 3ebd, acadia14_463ax, 1eb4, caadria2015_087y13, e823, 45d3, 48bb, f50c, acadia14projects_549r, sigradi2013_101k, aa36, af26, 91f8, 2ea6, 546e, 0c3b, 8192, 0ade, ec3c, 5d25, 3c59, 01aa, 3ba1, e951, da39, 648b, 4b76, ecaade2016_033w8, 3b40, 29bb, 04c4, sigradi2013_112d, caadria2015_023y3, 3d47, 594a, a932, 076e, ecaade2015_221y48, 281e, 4362, ecaade2016_087v24, 9dec, feb0, 37e8, sigradi2015_6.327t8, 56a8, ecaade2014_153k37, 75f2, dff6, caadria2017_030x10, 3ef0, cc1d, b2cb, 6b66, 7eca, 7f11, ecaade2014_153n37, ijac201412405a9, 347a, 4663, 4f47, 59e4, 477d, 0c87, 0805, 9b76, 1b2f, 2888, acadia14projects_719p, 7ae8, c455, 8956, 8e7c, 4808, 37d5, eca6, 63ee, ascaad2014_033g1, 959e, 0419, 2116, 532b, 7062, sigradi2014_041e3, ecaade2014_138e30, 7442, a314, 4bec, 9fd6, b8a8, d48e, 4a4a, d09c, 1a56, f350, 8cb1, a270, 20e0, 7650, 8989, 38ff, e5b3, 8e05, cd45, 1cef, ecaade2015_171v36, f223, c1bd, 56e7, ascaad2016_001b1, 5190, ijac201412403l7, 6996, ijac201412403j6, acadia14projects_177x, acadia15_110y3, c171, 06dc, 5f80, 9040, da59, c1bc, acadia14projects_339w, aada, 96ee, ecaade2015_241a55, 9a88, 7f27, 3de6, 44e5, b948, 288d, 578a, 002a, 6e26, caadria2016_539g23, a257, f191, 457b, ecaade2015_138s29, e8df, 65d0, 201d, 24d5, ecaade2014_184n46, a3a3, 329f, ecaade2015_314d68, ecaade2016_078c23, ecaade2014_220j56, c1c7, caadria2016_851k36, 37bf, 23fe, 6b20, 7c9c, 36d0, a6d6, 2550, 8142, a90c, 4126, 142b, baf6, sigradi2014_329x6, 18ca, acadia16_460v26, d725, ecaade2016_045l12, d91c, 157e, c182, caadria2017_015u5, a0d7, 5129, ijac201614207e11, 0339, 8399, acadia14projects_365ae, ff10, 39ce, acadia14_101an, ecaade2014_108d24, cf7b, ecaade2016_230x61, e638, 1173, d4ef, 4ce7, ed59, 79fa, c152, cf76, 8ecb, ijac201614305e3, 6dc5, caadria2017_110h29, 0520, 236b, 98e5, 7539, ed9c, acadia16_196a13, 0fbc, ecaade2015_253y57, b0f0, ijac201614101c1, bcbb, 0be8, sigradi2015_9.141g16, d607, ce9d, 8b2b, 8145, be80, d29d, 0cec, b544, caadria2016_095v4, dce3, e709, 8178, ecaade2015_59y10, 1a1e, db0a, acadia16_432s25, 09e4, d186, ijac201513302a10, f8d5, b806, caadria2016_621v26, 151d, ijac201412204j3, 0908, 9f86, d16c, b568, 6872, 350a, 2c74, 88c9, 7bce, 5ddf, a267, a9c2, db8b, ecaade2015_284l61, 28b1, acadia16_72e5, f9b4, 2136, 73f7, 62a9, 4a53, d165, 6e07, 31c5, 1d21, f949, 644f, 3db7, 776d, ijac201513205l8, d295, e299, 0847, ecaade2015_129j25, c2c2, 4c71, 9069, aa4a, ecaade2016_225n60, 34d1, acadia16_140m10, 0e50, 0036, e0d2, caadria2017_033r11, 0688, caadria2015_176u26, sigradi2015_13.181s28, a482, acadia14projects_473al, d184, 23c3, e75e, 69f7, c786, 0e1e, fb0c, 8814, a168, 1711, e2fc, 5a4a, ecaade2014_094l22, 8ff4, d73e, 03cf, e1e7, 1839, 3fdb, 589b, d75b, 575e, d671, 0871, d860, 7968, 628a, 2f49, acadia14_463aw, 9ae8, 6b65, 417d, 5ef0, 44ba, 0400, cb60, caadria2017_005i3, b794, 0474, af6e, dad8, 5ab4, d1e6, a1c7, 0fa5, d738, 6b50, f182, ijac201614103h3, 0d97, sigradi2015_9.141h16, 0c14, a35d, 8718, sigradi2015_sp_11.278m31, 553e, cb0d, 1d66, eb86, ef5e, b20c, sigradi2013_407c, 5cf3, f862, 0d4e, b0a9, 659a, bc9d, 5e3d, 4614, 8901, a285, 6433, a769, 8570, ijac201412403g6, 92ad, 0ae7, c2a4, 22c8, ascaad2014_001a1, 8d8a, 8fe7, d06c, 7c63, caadria2016_517h22, ecaade2016_118m31, 5561, 54ec, ecaade2015_53s9, 4a0d, e428, b8e1, 7e8e, 56ec, 4bd4, 9eed, 7b7d, sigradi2015_10.378b23, 2525, caadria2015_203e29, d2ac, 807d, ed60, 5bff, caadria2016_621z26, 37c2, d3da, 4fd1, c9f9, da67, d7c1, 85b2, caadria2017_048e16, e0f9, f01c, ecaade2015_309x67, b125, 6de8, 2291, dbef, caadria2017_056x18, 3fb4, f8ce, c6cd, 538f, a942, 2108, b541, ce83, 4421, f742, ecaade2014_071b17, 377b, 9ad8, 3bfb, 1138, acadia14projects_339ai, c7fb, ad9b, 5743, f977, caadria2016_487v20, 84c9, 0662, 33ed, ecaade2014_173a43, fddb, eaad, 4b15, eb77, acadia14_555c, 438d, f532, 435d, 12df, ecaade2016_027f8, c1b4, 449d, 99d1, 44cd, 6b76, caadria2016_219g10, d4db, 1dc0, cf75, 70c3, 44bc, b70b, 0061, ecaade2015_297s64, 1f62, 9e6b, a8fe, b940, fbba, e383, 3381, caadria2016_517x21, 864c, dab8, 1259, c8a1, b2b1, 42e3, 1cb2, 78c1, 4621, 548c, ecaade2016_223f58, 6335, 1fac, ascaad2016_011l5, 0de3, 0ec3, fe0d, 2ab2, 540b, fd79, 8504, 15e1, ecaade2014_014f3, 4bc2, 6d63, sigradi2013_280i, b43c, da89, f69c, 6a4b, 197a, b00f, c41f, c273, b8eb, sigradi2014_279w2, 0f97, 179d, 7137, 9ff0, 239d, 5880, 5650, acadia16_214d14, acadia16_72w4, bcea, 7273, 86e9, 8c58, 4d70, acadia16_98j7, 5697, 08ee, d2e1, 56c2, ascaad2016_004k2, 736d, 7ecb, 5910, d321, aa87, 6d6f, 30f1, 7fb0, 5b4f, d9ee, ef0f, f2c5, 734a, bb56, 1f8e, acadia14_389c, 53fe, ecaade2015_59u11, 6e3c, 45be, 7d73, 0660, f82d, ef6e, 440d, 1f90, acadia15_251m10, 3087, a640, 79c3, 21e5, 1bc7, sigradi2014_284f4, 7742, 3b9a, 7ade, a173, b1c9, sigradi2015_11.136k24, c1d6, 9df2, 59a4, 063c, sigradi2015_8.276x14, ecaade2015_116o23, 6a1f, ascaad2014_022o4, 8124, 054c, caadria2016_641n27, 727f, ecaade2014_186x47, c2e9, 6a29, b1fe, 6bc4, 4b10, 182d, 7930, 7845, 5c4c, e486, 2c07, dc85, ab2e, 9e01, cac1, caadria2016_187e9, b2ca, edeb, c21c, 7024, d956, ecaade2015_148r31, 8181, b058, 2817, 91e9, 43ee, 961f, fadc, ecaade2014_186u47, 8940, acadia16_140g10, 6518, ijac201412302c7, 0814, 5246, 59b6, sigradi2015_6.183i8, f43b, 10cb, caadria2016_507s21, e16a, cf93, sigradi2015_8.41a11, bb08, ijac201614203p8, 0414, ba96, e324, d13a, 4888, sigradi2014_345e10, d3f9, 07c6, 29e1, e093, 8a3d, 55bd, befc, bb2e, 5b7d, 44b6, 08ac, ijac201412407x9, ecaade2015_185n39, c4e3, ecaade2014_191t48, e9e2, 7df4, 2145, 9be5, 49bb, f2d9, ded3, 974b, acadia16_72j5, 5c8c, 98e2, 0617, ascaad2016_038l14, abd0, dc47, sigradi2015_12.167k27, 01bc, 5879, d2cf, 67e6, a69d, 56d9, dbe9, acadia14_23w, ijac201412407e1, 60ce, 5ff6, 4ae2, ff23, 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caadria2016_167f7, bc36, acadia15_274k11, 6ad7, 2d61, ddc9, 9eba, c7e3, 1393, 20ce, 08e7, 6b10, c942, 8147, 8b71, ascaad2014_014g7, a3be, 5b93, f5a3, 7165, 4535, 328a, e377, d107, 7e64, ijac201513304c12, 508f, acadia16_478n28, f5cb, d346, e590, 10ad, 049f, ecaade2016_027x7, acadia14_375j, 03b1, caadria2017_016m6, e659, fb1e, f813, acadia14projects_435ak, 4f75, 06ca, f4ca, 1ee0, e221, caadria2015_016m3, ecaade2016_025g7, acadia14_719m, 0e96, 76ba, 1ec4, e8a5, 4c79, ecaade2016_123t33, 9ce4, 431a, 0aa6, f0b2, c95d, 4cb0, acadia14projects_317u, 2db5, 71cd, ca79, acadia16_298h18, d548, db71, aa7e, 2dcb, 782c, f849, 5978, f361, 9f02, 6937, fe4d, 6e25, 7219, c9d5, acadia14projects_565aj, 6d2d, 2994, c4e7, sigradi2015_6.151f8, fd5a, bfb9, 78b6, 2164, 48d0, 0053, 93a7, 6b83, ascaad2016_013w5, 35fb, caadria2017_042u13, a840, 7cc1, 9248, caadria2016_187r8, ecaade2014_080f19, b4b5, 4843, 40d0, 6291, 55e7, ecaade2014_060z14, 2194, 78dd, 8733, 6be4, 0783, cad9, acadia15_357t15, 11ec, caadria2017_127d34, 33de, caadria2015_126m20, 512f, 414b, 9861, c41b, d692, ecaade2014_156c38, 96ab, fb79, 44ad, 9cba, beeb, 8949, 897c, 45d5, 9cb4, 88c5, 6497, ce82, 9b23, 5428, 45e3, 36b2, f41c, 1af3, b734, ecaade2015_17j2, 5937, 2733, 365f, 83b6, 9f15, 5458, caadria2015_176r26, ecaade2014_151u35, 6d07, 137b, acadia14projects_117h, 1771, 3287, f158, a297, acadia14projects_681as, e29b, 4ce4, b650, 4b4b, d95c, 869e, 620a, 8ace, ecaade2014_157a39, ascaad2016_039k15, b7b0, 15f9, d7b3, 12c8, e3c3, e523, 0fba, 4f42, 88a6, ijac201614104e4, 9a61, 8240, dd02, aaec, 8d4e, 74f6, 0b94, 5cde, 03f5, ecaade2015_101i20, ecaade2015_115u22, d848, f51c, 0253, 4fe0, sigradi2015_12.297g28, caadria2015_065b8, ecaade2014_031s8, caadria2015_185j27, 6880, d48b, ascaad2016_004o2, e453, ecaade2015_59h11, 7f72, f96a, caadria2015_124h20, e1d4, 35a9, c443, ecaade2015_334v72, 0a94, adda, 48fe, 8053, e69d, 515e, 6573, acadia16_234f15, cbdc, 7980, 9daf, ecaade2014_138h30, 1578, 4231, ad20, 0ee3, 63eb, 2233, 5b6f, 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a1fe, 79ed, b0b1, 320b, eabb, ac3d, f8d4, b81d, dee9, bc05, sigradi2014_263z9, 2ec5, e10b, e9a2, 559a, f084, 1e5d, cd5d, 45a1, 74ab, ecaade2014_232v59, 5c1d, 2c6f, 9e59, a8d5, b685, 2716, 71f9, 214f, 36f3, 95af, 339b, ascaad2016_049r20, 77fa, 75c6, 63ad, 449a, 5340, sigradi2014_137k2, 3a0d, 7a8f, b4be, d426, 69c0, d5e3, 7faa, bfe2, 5200, 0c4f, caadria2015_139v22, sigradi2015_10.378e23, ecaade2015_271y59, 5c12, acadia14projects_609ar, 4072, 1ce6, dc38, 1ff7, e4df, 65fe, b3e6, sigradi2014_284d4, 36d7, ascaad2016_045g18, c8ce, ijac201412305g2, 0794, ecaade2015_164x34, 83ad, 7cfe, 544f, 048a, 768a, ijac201412202t1, c21e, 62cc, acadia15_57l2, f54e, 7cfb, d54b, sigradi2015_8.264t14, 9122, acadia15_263g11, cac9, 8127, 1858, 85ee, acadia14_199ah, f3d2, ea5b, 7fc9, 8958, 6259, d467, f7c6, f116, 656a, 9878, cd10, 4cda, c618, 529c, 2c58, 4a0a, ba7f, ijac201614102y1, 8bff, 4bfe, cde8, d157, b9a6, 4a22, cbf7, 618c, bb84, ascaad2016_005y2, 74fd, sigradi2013_226, sigradi2013_62, 0c26, 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7271, c7eb, 6f35, ee56, 566a, 0626, e15d, 8fd4, 4acc, bcb6, 0aa9, 48fd, 11e3, 5860, caadria2017_079c24, 21bd, 12be, 4ebf, 2738, 64a7, fcca, 86a5, 7446, ecaade2016_217w55, a559, f15b, 4f46, 9383, sigradi2014_213b8, 6feb, 57f6, 4302, cbee, 5f39, f66d, 668f, 6fff, 6f78, 0ea4, 60c8, 39f5, a5a7, 69bf, 0f48, ef04, f79f, 9fc7, d452, f528, 1b7c, ecaade2016_123c34, 7f6e, ecaade2016_136k38, d28c, sigradi2014_289k4, 9cf9, bfc6, 9e06, ascaad2014_012k6, ecaade2016_136t38, b266, 964c, 1541, 1f21, 652f, caadria2015_073f10, 928c, 6192, 324d, 91a4, caadria2016_197l9, sigradi2015_12.107g27, 9630, 8999, 240f, ijac201614307m4, sigradi2013_401s, 7d39, 6948, 581e, ff45, beb5, 3664, 356f, b550, aa1b, 50e4, 25d1, f9c1, ecaade2016_197a52, 6261, fe4f, 62b9, 5992, 17f5, fd6a, 828a, 4b65, 4121, 5559, a411, acadia16_130n9, d7ff, 3448, acadia14projects_601af, ecaade2015_317w68, f305, b64d, 0ef7, 2ad5, bbb6, 5655, af20, f130, ecaade2014_184o46, sigradi2013_158v, f7dd, acadia14_691a, 4568, 91d9, 367d, 6b68, 0faf, 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63fe, 696b, 2ace, 7299, ffa1, acadia14projects_445ak, 9fcb, ijac201614401h1, af6b, 824b, fdaf, 1cb1, 9f4c, f348, ef41, a4ea, 57da, 3704, 7f88, caadria2017_147c39, 10be, c0e1, 5f3b, sigradi2015_8.186r12, bd53, 1529, 0bac, 3718, d42d, edfb, d6ef, cced, 1e3a, dece, 52bb, ascaad2016_030d12, de99, 5153, d670, 2fc8, 123d, 405a, 49ff, bed9, eda6, ad3c, caadria2017_028w9, ecaade2016_063o15, 58ed, 41bb, 16cb, ecaade2014_065f15, ijac201412302h7, 6fe0, acadia14_637ae, 84e6, ecaade2014_089p21, 0efb, 1119, acadia15_110r3, c563, 5868, 14d5, 7a71, 3fbb, 0717, 8c88, 3206, 17d9, 0642, 40c5, 8eef, 7b07, 558c, 22fd, 45c0, 3d13, 3cf3, ijac201412303v7, caadria2015_072p9, ba23, a3d8, edfe, caadria2017_001f1, d4ab, 727e, 2407, caadria2016_549j23, ijac201614204y9, 7960, 41bc, cef6, 2819, f177, c854, 863e, b954, ce05, aabd, 8746, 465d, eb39, 99ea, bdba, 73a4, d326, 7c73, 8e44, cc0d, 1bd3, 878e, 8fda, 1faa, ecaade2016_tkot66, 458e, 6cb1, 9208, c629, 89ac, caadria2016_177h8, 62b2, 9dcc, 3d74, 04df, 79ad, fbbf, 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