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 cf2009_159
authors Marin, Philippe; Lequay, Hervé and Bignon, Jean-Claude
year 2009
title Un outil évolutionnaire d’aide à la conception architecturale créative : Mise en oeuvre d’un algorithme génétique et prise en compte des paramètres environnementaux; Evolutionary tool assisting creative architectural design: Implementation of an genetic algorithm and assessment of environmental parameters
source T. Tidafi and T. Dorta (eds) Joining Languages, Cultures and Visions: CAADFutures 2009, PUM, 2009, pp. 159-172
summary This work focuses on the development of a tool capable of assisting and supporting architectural design activity. We propose an evolutionary mechanism through the use of a genetic algorithm. Environmental parameters are convoked to drive the evolution. The solar passive qualities of the object under study allow the energizing evaluation. This paper deals with the interaction between verbal thinking and visual thinking through the use of this generative tool.
keywords Genetic algorithm, creative design, environmental parameters
series CAAD Futures
email philippe.marin@lyon.archi.fr
full text file.pdf (1,719,472 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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caadria2015_142p23, 5800, fa98, 2ebb, 9ab5, 3db2, e10e, ecaade2016_055k14, ac45, 7ac5, f8d3, ecaade2014_168w41, 0c90, b596, ascaad2014_022p4, 3237, 3d28, ecaade2015_280c61, 8604, fa2b, 80ea, 437d, 640c, ijac201412403i7, 3a5b, ecaade2016_tkow66, 1349, 9730, f310, 3ca5, d376, febb, ascaad2014_010s5, 2d5e, 6f25, 4494, 89c9, 8b98, ecaade2014_167o40, ijac201614405f3, sigradi2013_366d, 3a95, 7a0a, acadia14_681ap, 86b9, ecaade2016_023k6, 3ff0, 55a8, 8509, 19fe, 8a56, 1216, 6c62, c374, 7251, 4051, 74e4, 5749, 7c32, e81a, 174e, 63b9, acadia14projects_655ag, 6bb7, 8b9e, e026, cebf, da25, aced, ecaade2016_077x22, 9860, e30d, a6e4, dfbb, 6622, c5b3, acadia14_339al, 8c60, 9414, a79e, ee7e, 76ee, a981, ecaade2015_48e8, 7aba, 28bc, ecaade2015_206p45, dfb5, 2df8, 70e8, 2fd5, caadria2015_069r8, 8f23, ijac201614308k5, af60, bbc2, c3be, 2592, 06c8, 8bec, 6488, d565, af18, b720, 8546, d605, ecaade2016_199b53, 0939, c588, f02e, b2cf, ascaad2014_004h2, d184, caadria2017_118l31, ascaad2016_008e4, 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e8a3, ecaade2015_138v28, 84e8, ascaad2014_007e4, 489e, 4cd5, 0802, 98a0, 0039, 2db7, b844, ecaade2014_012o2, e4d4, cf7a, b923, ecaade2015_201y43, 63bd, 8c9c, 3603, f95c, e0cc, 5099, daea, e6b8, 6c06, 13c8, 56c6, e379, ijac201614303u2, 99c0, sigradi2013_405, 5ebf, 0a87, ecaade2013r_009b6, acadia14projects_375d, acadia14_619al, bc03, 145e, 5f22, 818f, 536d, ascaad2014_013w6, b7a2, e4e3, dc2e, e8c6, b807, f21e, acadia14_699r, ecaade2015_138x26, a6ab, ffa1, 3aa5, 923f, 7748, 6bd4, ecaade2015_25n5, e469, 43a1, cb1b, fc02, e2b1, a98b, e4b2, 4cb7, 95da, acadia14_317ac, ecaade2016_074z21, 5d37, acadia14projects_333ax, 96c3, 4322, 3271, 4159, 9d42, e742, f6dc, b154, 6bdc, c2c5, 13e3, ecaade2015_202f44, a394, a363, 57ba, ecaade2015_318y69, ecaade2015_77s14, b535, ijac201513201j5, 3101, acadia14projects_655aa, 9084, 1bd0, 353e, ecaade2014_030p8, 04e0, ijac201412205b4, 0b8f, b984, acadia16_260g16, f992, 3206, 2851, 5531, 822f, 921b, 4d81, acadia14projects_177af, ecaade2014_113a27, bc2d, e211, 1183, acc4, 0a10, 0f4c, ecaade2015_92v18, 3429, b9aa, f644, 340b, ecaade2015_48u7, a560, 36df, sigradi2014_075d7, acadia16_478f28, 4207, c748, bdb4, a088, fcf5, ecaade2015_317p68, ijac201412303c8, 8b64, b516, 01af, 768b, 1f4d, d4dd, 482c, 0047, 81c7, 7c0e, cde1, 0aab, ascaad2016_003v1, ecaade2016_002h1, 07a4, 6997, e607, 4a08, 1288, 8c82, aa38, 7982, 0183, 1b27, 985a, c62e, bae7, a997, fd1c, 65a7, 31e5, fbdd, sigradi2014_238y8, 91fe, caadria2015_114i18, a986, c295, sigradi2013_414s, a2db, 3ff4, ecaade2015_195n41, 1e42, 0a5f, b2b9, 0d69, 2dc3, 0ca2, 6993, 65eb, 6331, 511a, 4674, e588, 627a, 9dee, 2b0d, e361, f06f, 96c1, e3e4, acadia15_323v12, acadia14_709ao, d999, 8498, 455b, e4c5, e35d, fdf3, 76b6, 33bc, dd43, 8b27, 2e21, 8ca0, 32ef, sigradi2015_11.34a24, 7661, 6f1c, e974, 0d72, 7045, caadria2016_135a6, c67c, 8d7c, c652, caadria2016_219k10, 1a06, d4f3, 1722, ecaade2016_162n44, 61c0, acadia14_347au, ecaade2016_tkoh67, bd05, ecaade2014_206i53, f7fc, sigradi2015_10.7k18, 59c4, e572, bd6f, a970, 64fa, 45a8, 6881, ecaade2016_243r64, sigradi2014_037x2, ff5e, ascaad2016_003d2, caadria2016_353x15, bbee, 088c, e04c, b2f1, 9b53, a7fe, 6436, a698, caadria2016_601d25, 02d4, db6f, 08c4, b951, sigradi2013_30h, acadia14_177v, eb15, 4371, a22b, 8f26, 451e, 43aa, d7f9, f952, 8e5a, b629, 5894, df2c, acadia16_214h14, 74ad, dab8, 77d7, 6031, b95b, 1e93, c638, acadia14_101r, 5a26, acadia16_344j20, ijac201412201p1, f527, 1ea1, 0631, ea90, 2b75, ecaade2015_171b36, b96e, 847c, 60e8, 843a, c0ab, 8536, 6bfc, acadia15_243x9, 7dcf, ecaade2014_070i16, 5808, sigradi2013_330, 7b44, 8797, 1912, 2944, 6946, c18c, 3898, 501c, 20ca, 7d86, 871a, 8119, 882f, 9bc8, caadria2017_031h11, ef1d, ijac201412301p6, 2264, acadia16_352f22, 7544, ascaad2014_015y8, 1d9f, 3785, 5646, acadia16_214f14, 2733, 83dd, aab6, aca3, e879, 4c2d, dad5, sigradi2013_359h, 6d8a, a7ee, 483a, 82f8, 8045, f7cc, 6295, acadia14_177n, 6d22, 1a95, a936, f856, acadia15_371k16, a1ee, b74f, 1316, efbb, 77c8, 42a2, ijac201513206e9, c6c9, ecaade2014_180t45, e7a2, 944c, 3757, 1058, df3f, acadia14projects_53s, 1984, 92f4, b055, 53c7, 5096, 54bb, c837, 19c4, acadia14_247x, cea1, fbf9, ad2f, b0bb, 1f3f, ca7c, 2d57, 8b6a, 4f25, 387d, ef07, 2e41, 6c93, ecaade2014_084a20, af20, 5f91, 00ce, 927e, 3a69, sigradi2015_3.11g2, 288e, ef75, 005b, a1f4, 1a8d, sigradi2014_250o9, 3e63, 3eba, ecaade2016_ws-dleadf68, ada9, 53c4, 782e, e05b, 981f, acadia14_145p, ad34, sigradi2013_206, 74af, b3e9, 49d6, e5cb, 0d01, a928, 2ed1, d7a8, a710, 2b53, 18e3, 6efe, 0fe1, d5a9, ecaade2015_38j7, f562, 0bba, ecaade2014_044u10, bf59, 9ad2, 1a75, df7f, d34a, feca, d8cb, 9ace, fd97, acadia14_637ag, b3e4, c55e, acadia14projects_719f, 8828, cf25, 20ba, 2369, 5e2c, 0790, ecaade2013r_004e4, aa0b, 6986, e58a, e949, b1a4, e6c6, ijac201412402o4, sigradi2014_282s3, caadria2015_176p26, 0c0f, 5101, 42eb, 0e5f, 91c7, 33a3, sigradi2013_358a, 8fbe, c017, dded, sigradi2014_021p1, caadria2016_881x37, 1d92, d9c6, a432, ecaade2015_285j62, ascaad2014_035z1, 181e, a51a, sigradi2014_084x7, acadia14_43ag, a27a, 3496, c010, 71ea, e4c4, 6028, 6c83, 8e28, 1136, 6b3a, ijac201614308x5, d888, caadria2015_188v27, 3eea, caadria2015_122n19, cecf, 8396, b555, sigradi2013_429g, acadia16_450r26, ijac201412205h4, 1ecb, 5021, fb38, 3d64, ecaade2014_018y4, 0890, 4cf3, 514a, dca9, caadria2017_123h32, caadria2016_477v19, dd03, b9d5, 3819, 56fb, 1e40, 846a, ecaade2016_106n29, ab84, 93dc, e8f7, 8507, 9ad5, a5b4, 24d8, 99c8, 37e1, f778, 4185, 18a7, c3ef, acadia14_291al, 11c7, ecaade2015_206c46, sigradi2014_252s9, 7643, 515e, 0f25, 6548, ce2e, 1a7b, 9cdd, 0966, 96ed, 5a8a, a2d2, ecaade2015_59a11, ecaade2015_155o32, b138, d5f1, 5739, 4071, d6b5, ecaade2015_55h10, bd40, 895f, 9180, 6b2a, 63b6, ascaad2016_013y5, 69f6, d4f1, 6659, 6291, ea29, acadia15_333v13, e9c2, 04c2, 22fd, 30dc, b1d9, 60c1, caadria2017_107y28, dbdc, b2e3, db60, 9905, 3cee, 99d9, 8cdf, a896, 216b, dc58, ecaade2015_318n69, f61b, 4439, a8d6, caadria2017_028c10, 4c22, fc19, 0a51, d55a, acadia16_270c17, ijac201412305m2, 4c95, 53d8, d23a, b4f1, 38bf, d3e6, 3ae2, fc7d, fd72, 54b4, 4137, f926, 4c76, aae3, 737d, 13fb, sigradi2015_11.165l25, 6f13, 5cd0, 5b41, a452, 7f63, 782b, 69b0, c8ac, 9d87, 62fb, d3dc, f09e, 342b, fd0b, ecaade2016_123c34, 230c, sigradi2015_sp_8.284o30, 6dc8, ecaade2015_247d56, bd2d, 076b, ecaade2014_042r10, ecaade2015_303v66, 7db9, 8987, 3a5c, 6c69, b0a3, acadia14projects_565r, ecaade2014_044w10, 5000, ab4f, b05b, ascaad2016_017w6, 56c3, f317, 81cb, f943, caadria2015_114n18, cfa7, de69, 6014, 9b4e, 17a5, ab28, 411d, 7d07, 2af8, 2c41, c4c6, aeec, da1f, b073, 36a9, 9a39, b631, d661, 5830, caadria2016_363e16, 0722, 81aa, ecaade2016_130w36, 3639, d596, 4214, 3503, ae42, acadia15_203i8, 0be1, acadia15_47b1, 96a4, dffd, caadria2016_539f23, 1c76, 2c12, de26, 62d2, 5e59, 56e5, sigradi2014_164j4, 5f3b, 4b09, 32d7, 568d, caadria2015_081u11, ecaade2015_15y1, ascaad2014_011w5, c7de, 8bae, 1758, 533a, ed74, 23ea, 1b20, 3471, 9f38, 6ee8, eaed, a447, acadia15_263b11, 314d, e45e, 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ijac201614303v2, 466c, 4a3b, 3522, 812c, e837, ijac201513101f1, 6721, 6ca7, 4226, 0c8e, 23b8, 383a, caadria2017_009t4, 9c8a, acadia16_440j26, 0a30, 25f0, b959, ecaade2014_139f31, ecaade2014_016g4, 14e0, bcf5, df61, a031, 957d, 149a, aeb5, 2359, 76f4, acadia14projects_117f, fab2, 2880, 06c1, 3ffc, 14d7, c147, 3818, 493a, eaf7, ecaade2013r_006w4, eb98, 025d, ec38, db90, 8f7c, 9046, a92d, acadia14projects_479j, 5d12, acadia14projects_101aa, 87ea, 1bfa, 3d0f, 8174, acadia16_34b3, 7e17, ec8f, caadria2015_213b33, 7c28, acadia16_352a22, dadf, 5d60, 5991, ecaade2014_194h50, ea64, 355a, 52b3, 8ac3, ascaad2014_016c9, 8697, 0bcd, 5d41, 5330, 36fa, ascaad2016_051e21, b0ba, cab2, ee4d, ec3f, f350, ae7c, ecaade2014_052j13, 2c7c, ecaade2015_296o64, c340, caadria2017_048f16, 965f, a15b, 09dd, 7082, caadria2016_861x36, 8817, 4482, 1bff, ecaade2016_128i35, 538a, e3cb, ecaade2015_83k16, 10b9, 3ae1, 49c4, 01f5, 80dc, 91c1, ecaade2014_168f42, acadia16_260l16, caadria2015_162w24, 70e9, b451, 41ef, fce3, 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4fb7, ecaade2015_17j2, cd67, ecaade2016_094s25, 3c45, c380, 0d32, 290a, ascaad2014_022j4, ascaad2014_021a4, 239e, 014d, 1ae0, fbbf, sigradi2013_62v, 70e5, 7e5e, b623, d4fc, 4c9e, 31ab, af29, acadia14_125v, 6c50, cb7b, 7725, 98f0, a1ed, 9b7e, caadria2016_239d11, ecaade2015_25m5, fa8e, 6ef0, c3b4, ecaade2014_070m16, 12c8, a42a, c9aa, sigradi2013_212s, ecaade2016_033d9, fc71, c90f, 0a2a, a2d6, bb66, caadria2016_209z9, cf5b, 8ce3, 9aa4, 7011, ccd3, 7928, 3ce1, ecaade2013r_017b9, e97b, 4549, 04fe, 71e2, 2575, bb5d, fc27, ef0a, c66d, cc0b, 0795, 11aa, 259f, 745a, 1435, 6d1c, 8b75, ecaade2014_198t51, 0b83, d6a3, f650, fe5b, cff3, 9368, 1d12, e1a9, 838b, sigradi2015_10.378e23, 8f01, f2d9, bd7a, d760, 2404, 3f64, sigradi2014_152t3, 940c, 5ec2, 0830, 4c97, caadria2017_051o16, d6c2, 7192, 28e1, aa1f, 42f0, 244c, 2fb6, 8b39, 4180, 7db8, 1ceb, 93fc, 764e, ac8e, 266b, 7e2d, 93bb, e6bd, 281a, ascaad2016_028p11, 10f3, d211, b679, ecaade2016_028h8, 5831, sigradi2014_032o2, 62e6, ecaade2016_017m4, 4e70, 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fb6f, c24e, efd7, acadia14_53t, b4f0, a573, 977a, caadria2017_122u31, 46b4, b94b, 8f85, 5300, 0b43, ecaade2016_016k4, f1a2, 3663, ae60, ecaade2016_217o55, ab72, a09e, sigradi2013_401r, 74d4, ijac201513105a5, ecaade2016_225r60, 8806, a295, 7fed, c332, a6cd, ecaade2016_006m1, c7d3, 5279, 75aa, 0a15, ecaade2015_113u21, f31d, f06b, 255a, b46b, 27f2, 8014, 60a2, 3221, f48f, 55dd, 8b37, e74d, 2144, 0878, 0a3c, 7467, ascaad2014_008l4, ecaade2015_332r71, d108, c975, fa00, acadia16_332z19, 9e8c, f061, c2d9, f640, 1757, d02b, 2790, 0765, a9f7, acadia14_463o, 95e2, acadia14_43al, 4ede, b26e, ascaad2014_017b1, 26d9, 37cc, 148c, 4697, 7bf6, 15fd, 08ad, caadria2015_156h24, 57d1, acadia14projects_531o, 6c01, ecaade2014_239z61, d4f8, 2c75, 9cd9, 1e28, ecaade2014_180m45, 0e73, acadia14projects_189ay, 935e, e9ec, ascaad2014_029z7, 61d3, aeb4, ijac201614204n9, e14f, ecaade2016_102p27, 2b09, 59d4, b116, c56d, c1fe, 46b1, sigradi2013_195a, caadria2015_237s35, df32, db62, 9b8c, ee0e, 5656, d288, f711, abc0, d113, f5f8, sigradi2013_194o, sigradi2014_036r2, d2b6, acadia14_435aw, f92d, sigradi2014_201f7, f90c, c970, b5fe, 2d00, 2328, 8ce9, 2d30, dc4c, ecaade2013r_009m6, 7890, acadia14_601ab, da68, 0f74, 71a4, 581c, caadria2017_113b30, 4f52, acadia16_344k21, 7664, a9ac, caadria2016_229u10, 5668, 8383, c916, 6b23, 5c5c, d3f1, dc7f, 23ec, 72fc, df3e, 72dc, c871, 661a, 5999, 8175, acadia15_407z17, acadia14projects_435ae, 48e4, sigradi2013_425o, 3c2f, d643, acadia16_224s14, efe3, 0acf, ecaade2014_188i48, ijac201513105b5, 2c68, 64f2, 4e4c, f283, dd15, 6f83, sigradi2015_10.177a20, acadia14_153e, 593c, ijac201412408x2, caadria2017_028d10, 1bd6, 178c, ab00, 8d0a, c71e, 1e6f, ecaade2013r_019e10, 5590, caadria2017_067p21, 8a7e, 2d20, a4f4, 57e0, 9c5d, 817d, fa0f, bce7, 07e0, 914f, 4bac, 68a4, 134b, ecaade2015_61z12, b31d, ecaade2014_151c36, 9d47, ecaade2016_067h16, ecaade2014_149m35, a579, 43fd, ijac201412205r4, d041, 6630, 3033, 27e9, 3092, 1296, ca39, 7d26, cb0d, 3601, 87ce, 4d3f, 88c1, caadria2016_013n1, 0a48, 8989, cf2a, e082, 42e8, c8ce, 6777, 4711, 485e, 2326, c03e, caadria2016_851o36, 26ef, 0b3d, 1ba2, ecaade2016_072l20, f269, 3f67, sigradi2013_100i, 1902, ecaade2016_230j62, b24f, 4a45, 8e2d, 0f13, b519, 7be4, 09e7, 0137, 4cb4, 406c, 5c51, 4dec, b770, 3870, 8a22, dd9a, b3e0, 7d6d, 68b3, eb60, cb4f, 7598, c394, 9bc9, a5fd, sigradi2015_3.221v4, acadia14_101al, 1073, 93b8, 3c46, 366f, 86df, df33, 2652, ecaade2015_319c70, bce5, 339d, c8d4, 8434, acadia16_34c3, ee80, 7911, acadia16_184k12, 6ba7, 2d77, b55b, 5994, 19a6, 11d4, c847, ca40, 0c4e, ecaade2014_233m60, 704c, 0f89, ijac201513102u1, 22c6, b4c9, 5429, 0e64, ecaade2014_049z11, 7971, d11b, 03cc, a5fb, dfbe, 3c5b, 9134, 2b05, 0f08, sigradi2015_4.219x6, 384f, ecaade2016_144h40, acadia14projects_117aw, cb88, ecaade2016_230h62, dcdc, 46ea, bb68, 39cd, acadia14_531m, sigradi2013_212r, acadia14_199aj, bf06, acadia14projects_463t, 3c01, b58b, 6d4e, 0f16, ascaad2014_024f6, 6687, 628d, c044, ff13, ffe0, 8232, sigradi2015_10.74u18, 97af, da88, af44, 1d20, b307, 48e8, 21c1, dc6b, 8d96, 317c, acadia14_101at, 5932, ecaade2016_067k16, 8302, 5f1d, d917, 0290, 3c17, 35ff, 8d5d, b68a, 234c, a662, caadria2015_206h30, 8759, b44a, 746b, 060d, 3fbe, 4782, ecaade2016_063p15, ijac201614407d5, 2251, 1eb4, 1c16, ecaade2015_325c71, 0461, 9976, 244b, acadia14projects_153aw, ef04, 8da6, 6c14, 3154, ecaade2015_175n37, d002, 4070, 802d, 2b21, 2e73, 744e, 0982, c24a, acadia16_12j1, ddc2, cfca, ijac201614202y7, a3fc, b5f8, f437, 12fb, 65e1, ecaade2016_132a38, 17cf, f3c0, ef8c, 6545, ecaade2016_094o25, 59dd, 1180, 7c52, 2631, ijac201412204j3, caadria2017_174j42, 1bf7, cba2, bf7b, 44f2, 88c9, 9556, 4d8e, 5620, 5344, ijac201614105a5, a303, 0cd5, 9fc3, 01dd, sigradi2014_213n7, 48f3, 6759, 44e0, 81bb, cec0, cf70, f244, f1ee, d199, 7951, caadria2015_084a13, sigradi2014_186c6, ba80, 151a, ijac201513105j4, 36e4, 673f, 6b4a, caadria2017_081y24, 55db, 3d83, ascaad2014_024s5, 9c4e, 027a, 02cc, caadria2016_539a23, 6610, ecaade2016_197d52, 51d4, 83c2, 13ad, 583c, 9949, b3ba, 87eb, 8444, sigradi2015_8.339z15, 09a3, b3b6, 7291, ecaade2016_055e14, 5662, 4e62, f0cd, b6ff, b69b, c1e8, cca8, 661d, e197, acadia16_450p26, ecaade2015_59n11, 26b4, 8a36, 1ec4, ecaade2015_298l65, 8044, cb0f, 6270, 3b4e, 89ee, 5982, aab5, 1b7e, b036, acadia16_270u16, 4d87, ecaade2016_151i41, ec14, b026, 7897, caadria2017_002j1, bde7, 332a, c651, 8440, 0d04, 5f32, sigradi2013_234d, a208, acadia14_301d, 06a6, 3e99, 3d16, 0766, 8725, ecaade2015_48z7, ijac201513303u10, 02a3, 763a, 253e, 0801, ecaade2014_157h39, afdc, 2fbd, acadia14projects_117a, 22ba, caadria2016_861b37, ff00, fdd8, 6da9, db4a, 548e, ecaade2015_158c33, c625, ijac201513203i7, a544, bca3, 217a, b6ab, e303, ascaad2016_022o8, ed89, 0a9d, ecaade2015_94c19, 45bb, 513f, 6a14, caadria2017_165y41, 4bd3, eb44, ecaade2014_149n35, 59c3, 2a6b, 49a9, 772e, 87e5, cd4e, 3f3b, 9150, 6bef, ecaade2016_110g30, e2e7, c9fc, 7f0d, 3cf8, 1083, 4c7f, 9199, e32e, a768, c5f0, 2bed, e0de, d734, 59a5, 710f, c12a, 9952, 678f, caadria2016_085f4, acadia14_199ag, caadria2016_589a25, 0164, 3ad1, b764, d32e, e0be, 6b34, 1a21, b2ad, fea0, 5b1e, 0683, acadia16_124d9, 5f44, 08e3, 1907, 3c6e, ecaade2014_153e37, 963f, 0914, f9a5, 581d, acadia15_333s13, sigradi2013_313m, 1b8c, b570, 8609, e1f7, ce58, caadria2015_023w3, 9542, e288, e47b, aeeb, 9ddd, ecaade2015_86f17, 9646, c71d, bbf0, acadia14projects_375k, dd37, 4400, 51e2, a075, 3844, 07e8, 0293, 0fb1, dd2c, e97a, ascaad2016_037e14, 616d, 6899, de82, acadia14_101au, ecaade2014_149f35, ecaade2016_037b10, 4e77, 9a69, 0375, 4440, 4672, ijac201614102p2, 09c8, c861, 4bf5, a225, d0bc, af0c, dcab, b693, 124f, e56a, 8e1b, 6a4a, c464, ecaade2015_114a22, ecaade2014_215d55, 650d, 2029, sigradi2014_345d10, bcd3, 8fda, 1b13, ecaade2016_225w60, acadia15_185j7, 92f6, 2749, a900, d470, 48ec, e460, caadria2017_113x29, ascaad2014_019g2, ijac201614407s4, 0a0f, 13a8, d5c3, ee04, eb00, 9c73, af23, ecaade2016_147w40, 4701, 92ae, 6e27, b1c5, ecaade2014_195s50, 32fd, caadria2016_745w31, ecaade2013r_002z1, a92a, c548, 3f7c, 6d4a, ascaad2016_013w5, 9bb1, 7199, 931b, 4073, ecaade2014_214v54, acadia15_232r9, 0660, ijac201614404z2, 5bea, ecaade2014_149p34, a0b2, df48, dc9d, c5d2, 9dce, 471e, 3770, ecaade2016_163e46, ac8a, ecaade2014_149l35, ascaad2016_058e23, caadria2017_070l22, 721d, c3ea, ecaade2014_224a58, 2cec, ce7a, sigradi2013_285a, 70a6, 077c, dcbe, caadria2016_851m36, ecaade2015_327g71, 9a0c, fe60, caadria2017_155s39, 90df, fd67, 1687, ecaade2015_227m50, 28b3, 05ce, 75ed, c1cc, 6430, 9588, 0b3c, 6213, a6d2, 96d8, 9ed8, ijac201513102g2, ecaade2014_140a32, c2f2, 0987, a238, 1ff0, 6078, 3166, 3a6c, f8a3, 1da9, 36ab, acadia16_12v1, 723b, acadia14projects_681av, 103f, 2b74, 17eb, caadria2015_114s18, 9bd0, 4faa, 2e2d, 8054, d3d0, d8ac, ijac201614104g4, 2f61, e011, 91ff, 0e69, 3c9f, 5354, 3c9d, da87, acadia15_381t16, d60f, c172, ecaade2015_53y8, caadria2016_507l21, ecaade2014_168d41, 785f, 4e1f, 8451, ade1, 5ade, caadria2017_118i31, 9001, caadria2017_018v7, ijac201513302a10, 9c00, ecaade2015_64g13, 64cf, f83a, 04fa, acadia16_224e15, f2fa, 0b8a, e1ce, 17ac, 9ad3, 0411, 356d, 1340, caadria2015_102c16, eeac, e52d, 28b6, 5cc6, 8f74, acadia14_117ay, bdfd, acadia15_95d3, 42dd, 0470, 51ad, 8b5a, 9d48, 2c82, 80da, ecaade2014_237z60, ecaade2014_019i5, e7b9, d5a8, 7cc0, ecaade2016_026s7, f299, ecaade2014_089r21, 53bb, df5b, 5b80, ecaade2014_010r1, 8ca7, da44, ef62, 6dee, f6b6, 0329, acadia16_372k23, 4e10, 20d0, ec33, acadia14_463u, d5ef, ijac201412301t5, a3b5, f03d, 3220, 0a79, 78c4, e064, ijac201412301i5, 8bad, b266, 3e38, ef27, 15a1, ba07, 3fde, sigradi2014_284e4, sigradi2014_313t5, 471c, 0b4d, sigradi2014_276v2, 4c32, 47b1, 6563, aebf, 3f1c, cb78, ecaade2015_233u52, f854, 4f43, 62ca, aa99, 7f6e, 2988, 813c, 8acf, 3405, 565c, 4314, 300e, 87c8, 9975, cb94, fe0f, ccfa, 0ed1, 2fb3, ecaade2016_074r21, ab83, 3e77, 949b, ac82, ecaade2016_065d16, sigradi2015_3.345u5, 8e5c, c2d2, acadia14_177aa, 9d2c, 9b97, ba2b, 9902, 22c0, 4f1f, acadia14projects_33ak, c212, 3644, caadria2017_063b21, b10f, b5e5, 3e85, 9a0b, fe71, ecaade2016_033g9, 763d, 24ef, 9b48, caadria2015_090t14, 198b, sigradi2015_3.111d3, 0472, acadia15_81w2, 3107, 9337, 1c8f, 4233, 20ff, ecaade2015_130k26, db07, dbd7, ecaade2015_280a61, c8d9, sigradi2013_429e, ecaade2015_33a6, 77aa, 1891, 86cf, ed5b, c16a, caadria2016_301r13, f76d, 0e6b, bbb8, ijac201513302b10, ecaade2014_153n36, 5f77, 18d1, acadia14_565y, 1c4c, 0d63, ecaade2016_ws-intelligentb69, a532, ecdf, 84a8, d407, acadia14_507ae, 2045, ascaad2014_014s8, 35c8, acadia14projects_709ar, 540f, 0b79, 79dd, a9e8, c1eb, 9df1, ae48, 81df, caadria2016_651w27, a637, ijac201614208m13, caadria2017_040h12, ecaade2015_115c23, efff, 6c73, 4860, e105, 2dc7, bb42, 2682, f211, 42da, 9a1f, b938, c7c5, acadia14projects_167u, 6e40, f6b4, ecaade2016_230e62, sigradi2014_345v8, f597, 4c53, ac54, f090, 16cb, ijac201412302e7, ce61, dfdf, sigradi2014_291r4, 4ab9, 32a7, sigradi2013_111t, 311c, ecaade2016_154f42, 6c35, 9c09, 390d, 3974, bf3e, 2c2d, 3ef3, 4b03, 5c10, d975, 3954, 1ea4, b262, f39c, 39e5, ecaade2015_72x13, 236a, ae7e, 2b76, 39db, 67dd, 2d59, 93d0, 64ce, 8bbb, b1f0, 2296, sigradi2013_387h, 2594, b8f4, 1c58, 325d, e690, ecaade2015_195j41, a30c, 2771, 8364, ecaade2016_243p64, 6fc3, 2246, ecaade2016_102o27, 6996, ce39, 3575, caadria2017_113s29, c9bc, b17b, ijac201614307m4, f2da, 492e, d49c, d29a, 9ca7, f2b7, fdf9, 1643, 3cce, 612b, 8cab, c1ba, 5cf3, 17ec, d495, 8029, bb54, c9be, b3fe, d049, ecaade2016_225c61, caadria2016_281h12, d6a0, sigradi2015_8.47o11, 0642, 642f, 9240, fd65, acadia16_88f6, 65fd, f471, 8596, 28b9, 04ac, d624, edd8, e6f8, 1990, f91c, 98fa, 1c51, e157, 7263, d331, acadia14projects_719n, ecaade2014_015m3, caadria2017_165j41, acadia14_63a, 70ad, 9394, 1731, a540, 5bd6, 866d, 0df8, ascaad2014_012e6, caadria2017_030y10, acadia14projects_389c, 717b, 6158, dba5, 97a2, ijac201513306f13, 4853, 3980, 02a7, acadia15_211z8, c263, cbac, 0bfb, b6a8, 578c, sigradi2013_381j, ecaade2016_139f39, 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caadria2017_096z26, dbe5, b8e2, 5717, acadia15_483t20, b1a7, 033d, ijac201412402k5, 9797, 03ac, a380, 73a5, 4156, acadia14_281r, 86b1, 8b90, 6ab8, acadia16_184l12, b0bd, c44e, 5ad4, da20, acadia14projects_153e, 309e, c5f1, 9ba0, 6138, 7dea, ddf4, c44d, ecaade2016_018t4, 0751, sigradi2014_045b4, e33e, 56f3, sigradi2013_194b, 72e3, 064a, 214c, 1dcd, 90be, ecaade2015_118u23, 95e5, 0c2d, 9aba, f357, 53c6, ec34, 75e5, 4252, f72f, 81f6, 2504, ecaade2015_215k47, ijac201412203h2, d957, ecaade2016_147y40, d0ff, 18c4, caadria2015_130r21, 6d08, 83f9, 9f9a, 43c3, e4d5, 5dd8, f3c9, 1630, 20cf, c045, 6a89, dd95, ecaade2016_018x4, 6989, ecaade2016_048r13, 796b, 42e2, aeb6, a41a, ab41, ecaade2014_121u27, f39f, 8fb4, 7051, 7b03, 84b0, b0c4, 57e4, 7e3d, ecaade2016_140k39, caadria2016_281f12, sigradi2014_345f8, d023, ecaade2015_222e49, 5f4a, e069, 811f, f3bf, ijac201412303b8, 867e, acadia14_189ap, 368c, 5484, 22b3, 926b, faa7, 6f0d, f0f0, eb49, ecaade2015_61x11, 1dec, 6a63, caadria2017_096d27, 2fa1, 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5f62, e323, b007, 3ef0, c42c, caadria2015_130m21, 219f, 6890, 0a00, 4a2f, 03ad, 7a29, 579e, 5d8f, 9c7b, 40cb, bbb2, fa65, 2482, 2be6, 759d, ecaade2014_078t18, 46ab, a37d, fef5, sigradi2015_9.141g16, 7ac8, acadia14_579j, 7fbc, 43f4, 79b1, caadria2017_174n42, dc04, bd90, 7de6, sigradi2014_282t3, 7104, caadria2017_015s5, 5658, caadria2016_735z31, ecaade2016_016e4, 87d4, d41e, caadria2017_018r7, a146, 0a26, e7f1, 5bca, caadria2017_048j16, sigradi2015_10.307x20, 9cb2, 5c8b, fa53, e5b8, c364, 87fc, e872, 055b, 6878, 8e2a, ecaade2014_218u55, e025, a6f0, 7ad1, 23d6, ce1e, 01f1, c848, ecaade2014_233p60, 6767, bf12, 999a, 983d, 5ea5, 9e31, 186d, 93bf, de2f, 155b, 38fa, 1ba0, 96fd, aba0, 24f4, caadria2016_045k3, c4c0, 338c, ebff, a653, 56d1, 5d9b, caadria2015_178y26, sigradi2013_112b, sigradi2013_131f, ijac201513306g13, caadria2017_047f15, caadria2017_136l36, sigradi2015_12.107e27, eb56, d2fb, 7bde, fd88, f734, fb87, sigradi2015_4.52i6, 2493, 9818, 2f78, 3341, ascaad2016_022v8, f19f, 7ddf, 3929, 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