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_136
authors Marin, Philippe ; Marsault, Xavier ; Saleri, Renato ; Duchanois, Gilles
year 2012
title Creativity with the help of evolutionary design tool
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. 319-327
wos WOS:000330322400032
summary The general thematic of our work tackles the question of the generative design tool efficiency to stimulate a creative architectural conception in the context of sustainable development. We focus our point of view on the conceptual research phases. We would like to characterise the human creative mechanisms in a situation of generative assistance where digital tool reveals some degree of autonomy and incorporates environmental constraints. Thus, we implement an evolutionary design tool in which energetic performances of the analogon are used in order to orient the evolution. Our tool is based on an interactive genetic algorithm that ensures both a broad exploration of the solutions space and the subjective user preferences accounting. Users groups were confronted to the tool in a conception situation and creativity was evaluated and characterized.
keywords Interactive genetic algorithm; evolutionary design; creativity; environmental parameters
series eCAADe
email philippe.marin@lyon.archi.fr
full text file.pdf (1,050,346 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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3e5a, 5e46, ef36, acadia14projects_427ak, 29e6, 93f0, 0753, 6790, ecaade2015_221v48, 97ea, 4b36, 6053, acadia17_265v, d0f6, f790, 5e0f, 892c, b0ea, 38d2, 392e, fc4f, ecaade2016_163u45, caadria2016_311d14, f6f6, caadria2015_210k32, e496, acadia14projects_579e, 3a09, 0d9e, caadria2017_009y4, 4779, 4a21, ecaade2014_113y26, 8d1d, caadria2017_027m9, eb2b, 7896, caadria2016_703p30, 491e, 25b1, 8a34, acadia16_140s10, 3fa1, 2fab, 5063, bea5, a72c, d7b3, 2f79, acadia14_627ak, ba3d, 21e1, 4da8, ecaade2016_162s44, 71bf, 7df3, 74d6, 08f3, 483b, f15e, ea15, b98f, 44f9, dc96, cc6e, ascaad2014_032r9, acadia17_221mm, e9e2, ecaade2016_mrto66, a316, 1b45, 8bb1, 0844, 0c1b, 1c10, 6a60, db0f, 2a51, acadia16_352e22, 4d31, 0e49, fcc0, baed, c1b4, 69ae, a2ab, 952f, acadia14_101m, ecaade2015_309v67, 73b9, ecaade2017_047v, ecaade2014_044y10, f7ff, a0f9, 4c1a, ade4, 27bf, 695c, a2d5, 4979, caadria2016_229n10, ijac201513204t7, 227d, 7010, 73ce, abb6, 6aee, 1e85, a837, f184, c2cc, 3beb, b099, 4e8e, d0d1, b162, fa4a, ecaade2017_090hh, 8bce, 7e64, 7126, acadia15_123s4, 944b, cfab, 1690, f53e, caadria2015_164f25, 7e69, 439e, 3f7f, 8f29, ecaade2015_229d51, e488, 9086, b5fd, 485a, caadria2016_641s27, ecaade2017_054aa, 94aa, b792, 298c, 9cdc, 7c3d, ecaade2015_22s4, b03e, 0caa, fd0e, 43a2, cad1, c1a5, ec6b, e480, fbe1, f813, dba4, 0d17, b79c, ef32, acadia14_565ab, 2a76, 9c2a, 4eab, sigradi2016_510xx, 7252, bb66, 2735, da3c, 1f07, 0391, 92be, 6981, ecaade2014_010f1, ab5b, 75a1, cc16, ecaade2015_225k49, 07d3, 7362, 2ded, 155a, 3b01, 85ce, 56b1, e564, c921, 3cdd, eee7, 1c2d, d3aa, b6bf, ecaade2015_294h64, 06a3, 8db0, 13d5, 48ab, e80e, bc78, d8f0, 9623, sigradi2015_8.276x14, aed5, acadia15_323r12, 3580, 76eb, ecaade2014_202p52, 7788, 708b, ecaade2017_189zz, 98e5, 7fcd, 8aad, 741f, 80e4, 074e, 555a, acadia17_59h, acadia14_479g, sigradi2014_132i1, 66f7, 20fa, 8880, caadria2016_073v3, acadia17_52s, 3254, 7d5b, ecaade2017_225h, 0542, 233c, eec7, acadia16_382b24, ijac201614305e3, 756a, sigradi2015_7.184c10, 96f5, 3e4a, aa66, 8839, 40f1, ecbc, acadia17_600w, ecaade2017_146ee, 52b4, 6e75, f38f, c3e5, ijac201614104k4, 1cfa, 713b, e3ad, 6490, a510, 4480, 6f3f, ecaade2017_302nn, 92de, 100f, bbb8, 64c4, sigradi2014_151m3, 0060, 46a8, 2045, 701f, fcdb, 36b8, ecaade2016_bkoi65, 0cb2, abed, caadria2017_015s5, 1740, 5251, ecaade2015_301c66, 0790, ecaade2016_154t42, ee3c, b867, ea5c, f99c, 2340, 4084, f9ae, 4c44, acadia16_154g11, 7528, sigradi2014_282p3, 9c14, acadia17_570aa, 0465, 0a5a, ecaade2016_033h9, 9d5e, 510a, 6b1c, ecaade2014_152g36, 826d, b5d5, ecaade2016_144g40, 9a00, acadia17_290i, 61f1, 1e70, 8810, 79cd, 3653, b328, 7d47, 5667, 08ad, c39b, ecaade2016_040u10, c460, dd6d, aefc, 9176, 2d0a, df2f, 75e6, 4a94, sigradi2016_655k, caadria2015_090d15, ecaade2015_35w6, 312e, ascaad2014_018e2, ijac201614402x1, ecaade2015_127x24, ijac201412302p7, 6743, b3ee, 86e2, 3a5d, 0e68, sigradi2015_7.203e10, 242a, e1ab, ecaade2017_172cc, ecaade2017_031vv, 70b3, sigradi2013_364s, a549, 3b60, 7f3d, ecaade2017_116j, 76c7, d477, 3ca0, 73cf, 2a87, e27a, ecaade2014_153p36, 86e4, ecaade2016_225s60, bd25, f454, 8bef, b49e, acadia17_308pp, ecf1, ascaad2014_017k9, a5b1, acadia14_339am, 6c87, 74d5, 3aea, df54, 7a83, acadia15_57f2, 283d, 6b1e, 29d8, eb0d, 4f67, c47a, 76d0, 415a, ecaade2015_248x56, de89, d0f0, acadia14_229f, 05e4, 3f0b, 3ec3, d603, 3301, 57ae, 0304, a06d, 57c8, 3447, eca8, 7079, 5cb4, ba71, 00ae, a099, ecaade2015_152v31, f2fb, 4ebf, 8955, 2e3d, 111d, 3cc0, b5a9, ecaade2017_143o, acadia16_432z25, caadria2017_096r26, ijac201412403j6, 1fc7, 2f51, ca04, ecaade2016_073u20, ad62, b626, 00b8, c22f, 7636, 1ff7, 6a88, caadria2017_047x14, 7288, 3fbd, ijac201412204a3, sigradi2015_12.259a28, 8d4f, ijac201412404s7, 20a8, c1f3, 85a5, sigradi2015_sp_2.112p29, 69d9, sigradi2013_343b, ad23, 00c9, 8951, sigradi2014_330h7, 66ea, 7823, acadia16_362u22, 78ec, 4ddd, 662d, acadia17_600ee, d0e8, ebe6, 8148, b272, 795e, 7196, 571e, caadria2017_029s10, cd07, 5b5a, sigradi2015_4.52i6, caadria2016_239d11, 52ae, 33bb, 1b18, acadia14_291au, ijac201412402j5, 6e02, fceb, 74bf, sigradi2015_7.203g10, 8aab, 2d60, 544b, a4ec, acadia16_424f25, sigradi2014_303i5, 6296, ecaade2017_108t, caadria2017_095h26, acadia14_301j, c989, ecaade2015_138k27, 1f1e, acadia14projects_435ad, 0732, b851, acadia14_487e, e0e0, ecaade2016_163b46, acadia15_137o5, fe1d, 7539, dba3, a7fd, d863, 99fa, 4418, a497, 2e28, a431, ecaade2017_164l, d80b, ecaade2017_049pp, acadia14_247l, cd7e, 1241, ceb4, 4b55, a4ca, a0a8, ecaade2016_068k17, 8e79, d7af, 24bd, caadria2017_016a7, acadia14projects_177ae, sigradi2013_10c, 9604, 4098, ecaade2015_53m9, 0d5b, 70a9, c734, 28f6, 6ae0, 3625, 657d, ecaade2014_011k2, d156, caadria2015_012c2, ascaad2016_017e7, 1a33, 1265, caadria2015_137n22, ecaade2015_222f49, 0b81, sigradi2015_3.65m2, sigradi2014_197b7, b493, a2b4, 9f6a, c632, d12f, 14d7, 4135, caadria2017_009t4, 04bf, bf5b, 0186, 3749, ecaade2014_157p38, ecaade2017_264f, 5f56, dfe3, 8f21, dbfd, ac48, 055f, 80cf, d2cd, 1569, 16de, b33d, c8d9, 4c4b, 5fec, b6ba, sigradi2016_430n, 6094, 9b72, a496, 3b71, 08ca, c3f7, ascaad2014_028r7, sigradi2014_080o7, 60bf, ijac201412204i3, sigradi2013_364, c579, c58a, sigradi2016_492pp, 85c9, 62bd, ijac201715203vv, e73c, 94bc, sigradi2016_381o, 27c5, 1215, 3f1a, 5e75, bbd4, 8e05, 5f36, 5cc3, sigradi2015_sp_2.112g29, caadria2015_105k16, 2848, adec, 7bae, acadia16_394j24, 9612, 2ee7, de00, a3da, 1446, 223a, dfba, fccb, 6d5a, 00f3, ecaade2015_302m66, ee46, acadia14projects_53s, 9c09, 0b18, 8d52, ce4b, sigradi2013_347o, 986a, 6e56, acadia14_627g, d655, d5ca, sigradi2013_407d, 0652, 62ea, c49d, a551, ecca, ecaade2016_ws-dleadw67, d91e, 1349, 573a, e5d5, 6440, a63a, caadria2016_755m32, 2c12, 3ebf, bee8, ecaade2017_198pp, aeb6, 21d2, df95, 6225, bd1d, 76c5, ecaade2014_094p22, caadria2015_087m14, caadria2017_023z8, 7d04, 0d05, 8ff8, 28e9, ecaade2017_255l, d1b8, 9097, 1c51, c181, caadria2017_190y45, ce69, sigradi2016_659p, 03bf, f487, ecaade2017_077a, c3c0, b089, dee5, da96, 76c8, 7a54, acadia16_154i11, 0685, 3f05, ecaade2017_003j, acadia17_628tt, bf36, acadia17_248p, acadia17_534jj, ecaade2017_019kk, acadia14_627as, b882, 90dd, f42b, 42e3, c820, 706f, 1ee9, 6f37, ijac201412301s6, 1af3, fe01, 2954, 9657, e9ca, 321e, acadia17_426m, 9cbc, 53ee, ecaade2015_194w40, c9a1, f9da, 8a1a, 18bc, 1a8a, ade1, 6a62, 5046, ecaade2015_158k33, 5abc, 227b, 450c, 0abd, ecaade2016_071e19, 5a6b, 27ed, a7dc, ecaade2015_170o35, 1700, e18d, 6a80, 8e2c, f1e3, sigradi2016_781c, 3ac0, efa9, 9d04, acadia16_116z8, 798d, ecaade2016_025h7, 77be, 6cd0, acadia17_590o, fd76, 321a, fe05, 7724, 5e73, bbad, 415d, 87c8, acadia16_308z18, a9dd, bd87, 9044, 8d7b, 3984, 5d7e, f0e5, 53a2, cce7, 2236, acadia17_520x, sigradi2013_274u, 3fcd, 4640, d498, 4831, 2707, fedf, fb09, 4a81, b21a, e4ba, f927, cea0, 151d, 0f11, b78d, ecaade2015_113u21, 50ef, 20cd, f850, f2f9, ecaade2016_042z11, ea56, 3d34, 3d61, sigradi2015_9.347o17, f9f9, ecaade2016_217m56, 0a82, acadia14projects_435al, 5444, ecaade2015_233c53, 3f84, 3ea2, ea90, 43f9, e9f3, ascaad2016_023r9, 725b, acadia17_365c, 0b7d, fc33, 24cb, 3be7, 77d1, ecaade2017_140aa, 8344, d539, sigradi2016_544e, 1dde, ijac201412404o7, 07fc, 24a9, acadia17_678xx, ecaade2014_151c36, caadria2017_096o26, 03ca, 631b, 5d61, db8e, 6ce3, 311b, 11b4, f70e, e159, ecaade2016_243d65, a26c, aee5, a3f0, d8e0, ecaade2014_143n32, 078e, 7246, cfe7, acadia15_497k22, c84b, ad4d, 3e86, 4f29, a434, 709a, 7b5a, e4f3, 0ede, 432e, ecaade2017_071ss, a6c4, 5aa8, 3489, d3be, ecaade2015_314c68, 0d43, 2f89, b441, f0fa, 94d3, b0dd, 862f, ecaade2017_255f, ecaade2017_101v, a270, 5645, 3155, ae95, a201, bf44, ecaade2017_157cc, 6d1f, a4ea, 8c46, e747, 47b7, da23, acadia16_154n11, 469e, acadia17_178uu, 81d7, 9ef1, 1445, ecaade2017_155m, 0a5e, 45a3, 3a87, ijac201614207h11, d8ad, 78be, e500, 3745, 5328, 85b8, cf2e, ijac201715102ee, dc46, 3cf6, 4298, bf56, d262, ijac201614305f3, ecaade2016_033d9, db69, 4d33, ijac201412301n6, caadria2017_147t38, 6828, 496e, d782, bf41, acadia16_344b21, ijac201412402h5, d2b7, 38cc, ea74, acadia14_565ah, b3f4, ecaade2015_138k29, ae13, sigradi2016_441ii, 9fd1, ecaade2017_032m, 2ce1, 1431, ee48, f794, 110b, 5639, e275, ecaade2015_21t3, 9cfe, 160a, 111a, acadia14projects_479a, 5202, 0432, 4841, d4c0, 65b1, 4f00, ab0c, d013, 4377, ecaade2015_77a15, acadia17_164a, ecaade2017_302w, 3a85, caadria2015_043j5, ef7b, afdf, aea7, 21d4, 0266, 4d65, 8f69, 9950, caadria2017_142j37, 8d74, 7a79, af9d, f500, c727, ecaade2016_217o55, 0ea9, acadia16_224u14, d6a1, ijac201614102n1, ecaade2017_054ll, 3af2, 5379, 6ec4, f911, sigradi2013_131, d701, 13eb, dcbe, e32a, acadia16_116p8, ijac201412306z2, 3b92, a2f9, ascaad2014_026v6, 36ad, 6c6a, e167, 4fd9, 8eeb, ec8f, c7de, ecaade2014_140a32, b271, 471d, caadria2017_074p23, 385b, 3b70, 8765, sigradi2014_048y4, c8ba, 6119, cfbd, 72a3, 2879, 52b2, 6fa7, bd4b, 08d9, ecaade2017_291ff, 6b4c, 6991, 8a03, caadria2017_163g40, ijac201412303n9, ecaade2017_117cc, ecaade2014_066n15, bf58, acadia14projects_229m, ijac201715106zz, 37c0, ce3d, 1276, f7e8, a8b9, 45ff, ecaade2016_110e30, b3e3, a964, 7656, ecaade2017_271h, 9043, ecaade2014_029f8, de5e, e11b, a4df, caadria2017_145l38, e680, 2c18, 112c, f165, 7769, c954, acadia14projects_609al, bebb, 4711, 0e0d, 0c6c, caadria2017_174m42, 0f0d, ecaa, 1de1, bf70, ijac201614207i11, 1d7a, 9d0c, e5f4, 33c8, a13d, 9ffe, 98b0, e8cd, fce6, sigradi2016_659l, 930c, be41, 76ce, d4b1, 6b6c, cfad, a3dd, 877d, 2966, acadia16_88a6, 3113, e43f, acadia14projects_661l, 369a, acadia17_90ii, 3364, 85e6, b43e, ecaade2015_284j61, 6862, ecaade2016_163z45, sigradi2015_12.215l27, d6b2, b283, ecaade2015_251l57, 79f0, ecaade2014_108e24, ad08, 10eb, fd6e, ecaade2015_129l25, b412, edc7, ecaade2017_130tt, c778, f652, fb8a, 8e7c, sigradi2013_234m, 3872, cebd, ef1f, 7708, caadria2015_049w5, ceb6, 00b4, ijac201614309k6, a2cb, e287, ecaade2017_077c, caadria2015_114s17, cc8c, 1d21, acadia17_358uu, 0fe4, feba, a65b, b1f5, 34fe, ijac201614104w3, ad85, 5f0a, 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ecaade2015_177c38, 31c2, c462, aade, e2eb, 4326, 69b2, sigradi2015_8.41b11, 8068, caadria2015_176m26, 1420, 27f9, e558, 32fc, afd4, fe72, ecaade2017_291cc, c88e, 6f7a, 1eeb, sigradi2014_047o4, aff1, e8f2, 047e, 71d5, cf0d, acadia14_63c, 433a, acadia14_627az, caadria2017_048c16, 9e53, 6b28, ecaade2017_056c, 09c9, 630e, 40da, 5ec8, c024, 7bf3, ecaade2017_099xx, 96c8, 5a60, d35d, b205, 17fd, ijac201513101h1, ba8a, 06eb, fd71, b5bb, 998b, d249, 77c7, c464, 2a0a, b9c6, acadia17_50nn, 5a9e, 24ad, 76e0, 36c0, 45f2, 9e55, acadia16_332z19, aef4, 0741, acadia15_371i16, 5b08, 3660, efb9, 2693, cfa1, 4435, 7311, 4abe, 233d, 717b, ecaade2014_153j37, 712a, b00c, cd7d, d8a4, f434, b141, ec27, 1228, fc60, f5f5, a1ef, caadria2017_158c40, 64c6, fce3, 972b, ecaade2015_110g21, ecaade2015_235m53, 8729, 3603, a353, ecaade2017_138x, 9a86, ecaade2014_057j14, 60e3, 0d1f, 369e, e42f, 6095, caadria2015_130w21, 6cb8, bb5e, 70d3, 6043, f430, 998f, ac0f, 7af2, ecaade2016_154s42, bc95, fd61, acadia17_598rr, d018, 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ecaade2014_130y28, acadia15_81z2, ade5, 9291, cadd, 47a5, debd, 9ea8, 9f0d, 995b, 65b3, c48e, e37a, 1622, a55a, 96e8, 9c81, aaee, 5199, a52a, 0532, 8408, 834a, acadia17_50tt, dd60, 21b0, cb12, acadia14_463as, 9805, 8351, a26f, eb18, 8036, caadria2017_142e37, ecaade2016_118d32, 3314, e786, 98fb, ecaade2014_186w47, 1737, ecaade2017_148e, 55fb, 7b89, caadria2016_209a10, 4cbc, 2658, ecaade2017_076t, ecaade2017_244nn, a735, 44be, 70e6, d49f, f0bb, f9a4, afb7, caadria2016_673x28, 8837, ff91, b191, ccba, 71cc, a0e6, 801a, sigradi2015_11.196g26, 412e, 0e24, ecaade2014_180k45, 84e6, fa64, 635e, baff, 5904, e069, d3b5, ae94, 8957, ecaade2016_075m22, af75, 59cf, ecaade2016_025o7, 03d1, 2818, 5509, f3dc, ijac201614203z8, 7cc1, 2010, f144, f9f4, ecaade2016_021p5, c922, 0f16, acadia14_681aj, 5402, acadia14_101y, b165, acadia14_691az, d6af, 0327, 2177, 8d92, cb22, acadia15_81r2, 7674, 9543, eef4, e398, 594c, 8fcf, d6ed, 8438, f69b, cc2d, 44a4, 9511, 497f, 8523, 897f, ecaade2014_014c3, 9e35, fd1a, 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ecaade2014_042p10, de52, 2fad, ecaade2013r_014g8, caadria2015_061h7, ecaade2014_084b20, ecaade2017_017x, ecaade2016_mrti66, caadria2017_047j15, ecaade2015_206l45, acadia14_301i, c6a2, c89c, d6fb, bc2c, ecaade2015_293g64, a3e4, 4ad5, acadia17_446w, b902, acadia14_135p, 133f, caca, 16a4, ecaade2015_180w38, ecaade2015_240u54, d1d7, ecaade2014_089o21, 945a, 36a7, ecaade2015_241d55, acadia17_71jj, 2237, ijac201412303c9, 3179, e91d, sigradi2016_568nn, sigradi2015_11.166w25, 5d08, b8ba, bdb7, ecaade2017_248uu, a4af, sigradi2015_11.165j25, e94b, 7f9e, 6b65, ijac201412403x5, d778, f3e7, 4563, acadia15_173s6, ecaade2015_241y54, 3342, ijac201513305m12, acadia16_244r15, caadria2017_029r10, b0da, 143b, b547, 2435, acadia14projects_145t, 7fb4, 63c2, 4773, 63d5, 4919, 775d, ijac201412401t3, 08f2, 74b9, d3d1, 3077, 1d9f, fa0d, ascaad2016_029x11, b4ff, ecaade2016_023p6, df01, acadia17_382uu, a9e6, 1267, sigradi2014_213a8, b4e9, d2af, ascaad2014_032l9, 29f3, 439b, 7ac7, 07ab, 1007, 49f7, 5c58, 7467, 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ascaad2016_011j5, caadria2015_237k35, caadria2016_745f32, caadria2016_115k5, acadia17_128oo, db9e, 4375, f337, 12e8, a93b, 837e, 751b, 9487, db7d, 70a4, sigradi2016_426c, 63f8, b7b4, 9192, aca5, ecaade2015_35o6, 4382, ecaade2014_233m60, 448a, acadia15_110y3, 0c0e, a72e, 4721, 1a62, ecaade2016_132f37, 013d, 9803, 8539, e0c8, a4bf, 2d80, 3ff6, 1904, f059, 82ac, a469, 8676, 92bd, 70d8, ecaade2016_243o64, 48b5, 26b5, ecaade2016_197c52, 4d28, 6c0b, caadria2017_070j22, bcdb, ecaade2015_241n55, 9af4, f84d, acadia16_344t20, fa28, cc0b, 52ba, ecaade2017_142ss, 4937, 5e69, 52e8, b6e7, acadia17_308uu, ecaade2014_111f25, ba32, ecaade2014_014v2, b338, ecaade2016_166w46, 8465, 0ec1, 9c48, caa4, f5df, 60b6, 0b25, 3585, 67dd, 5615, acadia17_364vv, sigradi2013_30e, a014, 9367, d0ac, 80b5, acadia14projects_497v, 531e, 814c, 82bc, 766b, b8fd, ee3e, 9ef0, 8926, 32d2, bdfc, 4cdb, 6eab, caadria2017_124u33, bc88, eb99, ecaade2017_071oo, c9d4, fd4f, c441, f667, b1b3, cbbd, 211e, 7a98, c0b0, caadria2017_183d44, f3b2, 3e9d, 844f, 2c49, b083, 85e2, dc31, 9f1b, 27b2, e880, 5325, acadia14_153av, caadria2015_124w19, acadia17_274vv, acadia15_81u2, 1b2d, ascaad2016_022g9, f458, e7ab, bd4e, 03f0, a007, sigradi2016_428j, 81ca, 27d9, 6137, 1ddb, 12e9, 05a6, f03f, acadia14projects_579j, sigradi2014_085g8, bd2c, caadria2017_047b15, 32d7, acadia14projects_281v, 8493, 3a16, 1bc2, cd5c, b994, 537c, e54a, 814f, ecaade2017_184pp, 795f, df7a, ecaade2016_221t56, ecaade2016_166j47, ecaade2017_274w, 3f04, 1fc5, 9e17, 28c1, f302, caadria2016_311f14, e41e, 4b5a, 3e12, 3662, 9a1f, 7f4f, 700f, ecaade2016_095i26, bfcb, 73b2, 32bf, b9a8, ecaade2014_066p15, sigradi2015_8.239a14, ijac201412408w2, caadria2017_165t41, dc6d, 83e3, 8d88, c026, acadia16_140y10, ecaade2015_171w36, 3f25, 1520, f156, a206, ecaade2014_065e15, a8ae, 8332, d5e7, acadia17_512t, acadia17_202p, ijac201614305w2, aa51, 5151, 2854, caadria2016_301k13, 99e5, db68, 7211, 2a06, sigradi2014_186c6, ecaade2015_53s9, sigradi2016_568ll, dc41, 0bbe, 8b51, ijac201715105xx, 66d1, cc57, 7039, caadria2017_031k11, ecaade2016_190s50, ce5b, 36d2, e107, acadia15_451u19, b6ef, 0662, acadia15_161n6, d67c, 3d4d, caadria2016_063s3, ecaade2017_101bb, 6793, ijac201614201g7, 1256, 23ab, 0d57, acadia14projects_145aa, 4369, 996d, cca6, 51c9, 710d, 41a3, ecaade2015_22n4, 2262, 6e19, sigradi2014_305k5, de1b, caadria2017_015r5, 0e42, caadria2015_194t28, ecaade2015_87u17, abc5, 0364, d578, a0d0, sigradi2015_3.221v4, 8fa5, ijac201412407f1, bf0b, 3cb4, 5351, 0de3, 2529, acadia17_222b, 9a5c, 0298, f9ca, ecaade2016_162x44, 2e60, 647a, 0739, 75fd, ijac201614104z3, 754d, 792a, 6732, caadria2016_559x23, fcd4, 5a67, 97ae, c49f, 90a6, ac08, ascaad2016_039n15, sigradi2016_467v, 59ab, ascaad2016_045w18, fc74, 14ea, 29cb, ecaade2016_023k6, 83fe, c646, sigradi2013_46b, sigradi2013_268f, a5f6, 5323, ascaad2016_005e3, aad5, caadria2016_415u17, 724a, f6cc, ecaade2016_228j61, b2e1, sigradi2015_10.307w20, 76bd, 99b3, bfd7, ee0a, acadia17_178ff, 4beb, 0814, 7acc, acadia14projects_427al, f022, c666, 91a0, 33b0, 73d2, f49a, 217b, fd03, 3cb2, 68cd, bfc2, b2ee, 16f2, 2b38, 168d, d0e9, ecaade2017_076ee, 4f57, f86d, c5da, ecaade2016_230i62, e249, 8c21, a894, d11c, 1e8a, 2452, ac93, 171b, ab8e, eee8, f9d6, 774a, a923, sigradi2015_8.81b12, 9585, 707a, 6da8, ecaade2016_006k1, 1fe2, e0f8, cb46, f335, 242b, acadia14_435ax, 5855, 28ba, f7c1, 8358, d624, 9d41, acadia17_608ff, 510c, ecaade2015_116d23, d3de, cfea, 6fc9, 9f74, 4d83, e8b3, 7801, addb, 6695, a778, acadia14projects_507ae, d085, 5319, e212, 2abe, 2eba, ecaade2016_036s9, b8dc, f515, 1a42, 95ce, 86bd, 2b3b, c642, ecaade2014_111z24, 0c5f, 9867, 0b0c, 3aec, sigradi2016_385pp, cfde, 0171, caadria2016_125s5, b806, 3121, 14c8, e3ee, 25a4, 7695, 2b2b, 7dbd, ijac201715102t, eef0, 4735, e2e9, 01c1, a744, f657, 4770, f01e, b35f, b7fb, 6f25, acadia15_451x19, ecaade2014_111j25, 728d, a82f, 3c71, sigradi2016_537ww, 7dec, acadia15_243c10, 1a78, 0603, 4ac5, 5f7f, 2636, 292c, 8d21, 9d09, 8c3d, 4300, d92e, 24a6, f1bf, 389f, f166, 4ede, fba1, sigradi2013_194l, c871, 5770, e0cf, 78af, 3474, b077, bf8b, 9d1b, ecaade2016_157a43, acadia17_403u, 10fb, b7e2, d5bb, acadia17_491u, 0c77, a5c2, a8c7, 5b6c, 2c1d, 609c, c8cb, 0e9b, a2dd, d1cd, e811, 0180, a15e, ecaade2014_176h44, b175, ijac201412205l4, 3b05, 7a2b, ecaade2014_046u11, 3365, b31f, acadia17_669o, d201, 0367, b23f, a415, ea8a, ecaade2016_021c6, acadia17_572ll, 6fed, 0096, c830, ecaade2017_048bb, 4226, 476e, 6088, 8c6c, ecaade2017_grif, 39a8, ecaade2017_151s, bcb0, adc3, b71f, de7b, ee06, 7db1, caadria2017_069a22, 2058, ijac201715202hh, 2e5d, e9f8, 31e8, bc75, ebd7, sigradi2016_360q, sigradi2016_778ss, f6c8, c4cf, 599b, de87, 72bd, ascaad2014_016c9, 88cb, sigradi2016_448t, 9905, ecaade2016_mrty65, 860d, acadia17_162r, 7eb8, 9986, ijac201412408v1, 70f0, 7535, sigradi2015_7.203j10, 8bed, ijac201715204hh, cbe6, 5039, d76f, ecaade2014_230n59, 751a, 6084, c938, sigradi2016_654yy, ijac201715202c, 183c, e77a, ecaade2017_097ff, 9a12, 726c, a4a2, 9762, c45b, e006, 4c29, 42d7, ca00, d36a, e06a, 6be0, 9207, 7cfc, 34ae, d28a, ijac201513306d13, a8ca, ascaad2014_030y8, d46a, 14ab, b2f6, 36d3, ijac201412404h8, dd2c, 6571, 0ed4, 2321, ijac201715203l, 4abb, 93ef, 4971, acadia14projects_435c, ecaade2017_144x, 06cd, e81c, 31fb, 0e07, c737, 7737, 7e74, 494d, 260c, b513, e39c, 1aa4, a8c4, 8f32, 8e2a, caadria2017_028b10, 2f9a, caadria2017_175d43, cd78, ecaade2014_144w32, sigradi2013_343f, acadia17_403l, acadia16_130r9, 86f8, b6e5, 653d, 04fb, ecaade2015_240v54, sigradi2015_9.152b17, caadria2015_206n30, b2f9, 0f76, 8d81, acadia14_409l, 465a, c8fd, 21e5, c7d2, 7a39, sigradi2015_9.347p17, acadia14_699n, 2ccb, d700, d320, ecaade2017_146gg, ecaade2014_019c5, 3b4c, 0f97, 36fc, 165e, fb7a, 7651, 846b, fc18, e829, c029, 5ef9, ecaade2017_308u, c052, d6f3, 378f, 3a7b, d676, d4f5, 43e0, 5103, 2049, cfd1, ecaade2016_154n42, a723, 984d, acadia16_440h26, ec5c, 5525, 86c5, 9be5, 5594, b21f, 14e4, sigradi2016_592x, a607, cdc9, 44f2, ecaade2015_309t67, ff52, fa20, ee00, 12e7, 2ef1, ascaad2014_029x7, b290, 04b8, 2564, 739a, 2cac, sigradi2016_815kk, 6624, 97ab, 1a2f, 2f5c, 6a1c, 4167, 8f34, 2e53, caadria2015_081r12, fcfc, d252, ecaade2017_021e, ijac201614203p8, 03b1, 445f, c986, e969, 2171, d89e, 6758, 0939, 2efa, 50f5, c381, 274b, 18f7, 4908, bf1e, ecaade2016_230t61, b750, 0e83, 5a92, 8883, d812, 461f, ff6b, d9f4, acadia14_63ay, 154a, b7c2, c248, a0d2, ecaade2014_224g57, sigradi2013_414r, caadria2015_049z5, ecaade2016_217h55, 6238, 1400, 52c6, 8a35, acadia17_435ww, acadia16_280k17, 4237, 4601, ce3c, caadria2015_108z16, 4dae, 8245, 228d, 23e2, 10b4, 1b26, 0e27, caadria2016_507i21, d4ee, fc79, df4c, d5db, 405b, e777, 8f6c, ecaade2015_273f60, caadria2017_134y35, acadia17_560k, ascaad2016_057o22, caadria2017_056c19, cb15, caadria2015_114u17, ed78, 8ba5, de58, 744b, ecaade2016_130y36, ecaade2014_237w60, ecaade2016_118n31, sigradi2016_592v, acadia14_63ah, 8adf, ecaade2015_170x35, acadia17_266y, ascaad2016_021g8, 9c49, ecaade2014_111i25, ecaade2017_057cc, e349, e280, 2221, c746, 18c9, ecaade2016_158r43, sigradi2015_9.141c16, ff78, b811, ad57, caadria2016_767v32, 5300, 55ff, ecaade2013r_013a8, ecaade2015_22u4, ecaade2016_068w17, e41c, acadia16_332a20, ascaad2014_019v2, b395, caadria2016_023r2, ecaade2017_033q, 7f5a, 1728, 00a9, 7d43, 9e00, sigradi2016_686tt, f651, f8de, 689e, b408, b4e0, 10c8, acadia14_117f, 7c83, 29c7, acadia17_163ss, bca1, 73f5, aeb0, f445, a1e5, 8501, fe06, 0edc, a1c0, b693, c290, a307, 0388, ab17, 7f31, acadia17_178nn, 5382, ijac201614302b2, 2b68, 29a7, sigradi2016_360t, sigradi2014_345z8, c000, de29, f7e7, acadia14_257ab, acadia17_502tt, caadria2017_037g12, d501, 8e49, 7844, ecaade2015_193i40, b163, acadia14projects_111j, ijac201412403m5, d86d, bc1f, 14ed, ae8b, 4489, f34a, a4c6, 9005, 5bc1, 4748, 15fa, ecaade2014_168t40, 5207, 0ca8, 11d9, 96a8, 9bec, 539e, 5438, 5a1b, acadia17_670bb, bc89, 113b, bfc9, 3ce1, sigradi2013_194o, 477f, a53c, 37f4, a4bd, a350, 7f6d, d60c, ecaade2014_180h45, f716, acadia17_446ee, acadia14projects_609au, 811f, faca, 03b0, 5b36, 3ce9, 57c9, ijac201412302e7, ecaade2017_208g, e941, c5c0, 4756, 04ae, 5a46, 4b5d, 0dd1, 6bd3, 3480, e5b0, 800b, ecaade2014_192d49, b466, ce0a, 340d, d8ac, 5f98, 98d3, ecaade2014_173g43, 65d0, c9cc, 3261, 7d77, 72ba, 49be, ecaade2015_33c6, 70d9, 2548, 530a, f240, d9c9, 1691, cdb1, 0d73, bc41, fbc2, 12c3, sigradi2015_8.189t13, ed46, caadria2015_130y21, 4b57, 8924, 1308, 0a89, ecaade2017_169tt, 41b3, 6ff3, ea3a, 7ed9, 8c44, 8377, 2ce5, 2b49, ascaad2014_023x4, 68f8, 8545, 39bd, e531, acadia14projects_327c, ascaad2016_041f16, 3c9e, fc6a, ecaade2017_157rr, a304, 6689, 2bb9, sigradi2016_690d, f676, cdcf, d023, 0101, sigradi2016_448y, 03c2, e76e, 9321, 320c, 9515, ecaade2016_222t57, d34c, 2c26, acadia17_598r, 8677, a788, 10f4, cbf8, 310f, 5999, ijac201513101f1, 8420, 8a8f, d24f, 8f38, acadia17_292bb, d16e, d1ad, ae68, bd15, e7be, 0b87, 1097, caadria2017_096u26, fcb8, ecaade2014_239j61, 57e4, 77d3, ecaade2015_103s20, dc67, 3fa9, 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2f81, sigradi2015_sp_3.85r29, 3bcd, a041, ascaad2014_019a3, 2345, 88c7, 3387, acadia14_389ay, 13e2, ef20, ea9c, e13d, 22f8, b887, 7a7f, 5269, ecaade2017_151y, caadria2015_190l28, ecaade2016_ws-afuturep67, 8762, 8ac7, 4703, 3376, 244c, ac01, ecaade2015_202e44, 28de, e790, b3a2, d1c7, 7123, 1ea2, baba, 3390, ed7c, acadia17_178cc, caadria2017_040k12, 5fac, eca5, sigradi2014_037w2, caadria2015_162x24, acadia14_339ag, 4ee8, 6f3c, acadia14_655ah, d180, 72a8, 9e34, 0539, 3d47, ee45, ecaade2015_303x66, a531, 4e02, c197, acadia17_118dd, sigradi2014_169t4, sigradi2014_345a9, 15ea, acadia15_185h7, 6519, e795, 4de8, 6909, e667, df72, sigradi2015_6.327u8, d209, 7511, b88b, 4f22, 8716, 2e54, 068c, 5b59, d489, ec2d, caadria2017_030d11, e4a7, ecaade2014_168d42, bcef, e8f6, 3154, f4b2, 5f3b, 978b, 60f6, 4a18, 61c8, sigradi2016_686uu, ecaade2016_183t49, 972e, acadia14_311y, c9d8, ecaade2017_255o, fc11, 13b6, c6c0, 7c22, a375, ijac201614208g14, 18ff, 8144, 89d7, ecaade2017_255h, acadia14projects_565i, dd4d, c0ac, 3765, ecaade2017_118ee, fddb, 6b45, 6d55, f119, d6a8, e5be, acadia16_12j1, 1dee, 8f54, ccfe, efa3, be50, 8eb7, 1952, 5f80, b021, 6b9c, 1272, acadia15_483y21, sigradi2016_534jj, ecaade2015_171t36, 8c99, 7c3f, 1750, 96d6, 8682, dd57, 9129, b1e0, bc39, 7693, f673, acadia17_435e, 26d4, sigradi2013_117c, 1ab0, ecaade2017_094r, 3ea5, sigradi2016_364ss, caadria2017_123k32, ecaade2017_254mm, ijac201715204gg, b212, 2e23, caadria2017_145g38, ecaade2014_086x20, 9ce2, 184d, 084d, 9404, 0130, acadia17_90ll, 3f24, df9c, acadia14projects_281r, 7545, ascaad2014_026a7, f8a9, 1112, a2a2, 3c66, 1b15, 14c5, 9677, a730, f0a3, acadia17_373t, d358, ecaade2016_118z31, d99f, ecaade2017_051r, acadia17_145xx, acadia14_375k, 6687, acadia17_520z, 6b15, 771d, 09a1, 282d, c474, 0edb, 7b7d, ijac201614201b6, f174, 5f95, ijac201412205p4, bf74, da7a, acadia16_260s16, ecaade2017_255c, 3982, e97e, ecaade2015_206j45, 8c06, 4bf6, acadia14projects_479p, 727f, d6a4, aae3, ecaade2017_117x, 938b, ecaade2017_054gg, 1843, 034b, b0b4, ascaad2014_014m8, ecaade2017_108l, a27f, 75a3, be25, ijac201715202dd, 102a, 95ca, 2a8b, ascaad2014_024o5, 1e6a, 7bbb, 548d, a327, c412, a6c0, ecaade2017_041l, 73d9, 18d4, acadia14_167x, fea1, 7fda, sigradi2014_279y2, e5a8, c9e1, aa9b, 9de8, 3d44, acadia17_640ii, 9718, 3aa4, 85a1, 7029, cac6, 57dd, 957b, 1a35, c376, f4f5, 54fa, acadia17_329aa, 91f8, b1e9, ea19, sigradi2015_12.215r27, 61a6, ijac201513306b13, add9, 3930, ecaade2016_068r17, e43d, b8f9, 0cd4, 31c5, 8da0, b7fd, 2ce3, c3f6, 8d4d, d64d, 943e, ijac201412301f6, a4e5, 357c, 3cf3, 1c4b, ijac201412303x7, e251, b7cb, 4e0e, 458c, ecaade2017_305i, 6ce1, ecaade2015_94a19, db6b, acadia17_588mm, 2248, c0c9, sigradi2013_303u, 7dce, 434b, 66f5, 1a0e, b42e, 42c4, ce93, a4ab, fc91, 7ca6, 0fb1, 915f, ijac201614302u1, sigradi2014_036p2, sigradi2016_360z, 69a4, ecaade2015_193h40, d7cd, acadia17_212w, ascaad2014_017s9, a31f, e405, ecaade2016_223f59, 505a, f00b, 9dcb, e657, ecaade2017_249xx, 5fbf, 0e4d, 1534, ecaade2016_017s4, 80b9, 8e54, 5950, acadia17_678uu, b131, caadria2016_301s13, 209a, acadia16_488b29, 7aa1, fbc0, 0ed5, 4e5d, 1d7e, ijac201715201z, d37f, ecaade2017_122ww, caadria2015_122p19, ijac201614208e13, afde, b503, e463, ecaade2015_206v45, bc86, b394, b0d4, ecaade2017_042hh, acadia17_60w, bf33, 28eb, fe2e, 0d94, ecaade2017_076cc, 1671, a5a3, sigradi2016_817p, acadia15_243e10, a05b, 5bd8, ecaade2017_184ff, ed52, 4ab7, 95a2, ijac201614201y6, caadria2015_077w10, ed15, 0a32, e182, 6d12, 00e0, 2328, 7ed4, 238f, b1cb, sigradi2013_379, d67a, 5dad, 243f, 478d, 7a87, d075, a228, 4eaa, 73ac, f1d3, d43b, b139, 666c, 8457, 32ec, 4671, 7f87, 2e64, 01a3, 567b, 2d1d, e38d, sigradi2015_8.186h13, ecaade2016_058v14, e215, ecaade2015_206z45, caadria2017_057z19, f6b8, 7847, caadria2016_301r13, b8b0, e31b, 7767, a174, be0d, a241, fa34, ba07, 8f5c, d6b3, fc02, 74d4, 9e43, dd53, 0ee8, 416e, 37bf, a092, 89c4, 6a05, caadria2015_084b13, 8e92, 39cc, e61c, 9d35, 2b4c, d69f, 9a5e, a2d1, ijac201614302l1, 3456, 880d, 2413, fefa, ecaade2017_054kk, 5067, 8f78, ijac201412405j8, 47b2, 993e, b5e0, 0d68, 942f, 8997, acadia14_399ak, 9980, 171f, a1ee, ijac201412303i8, 2205, sigradi2015_sp_11.278m31, fd00, edc1, ecaade2014_140z31, 0d19, f395, ecaade2015_175n37, e656, 9bf5, 2daf, 44d3, e298, caadria2015_172h26, 926c, ecaade2015_235n53, f930, eff3, 0297, 1539, caadria2017_056t18, c2d0, 4036, d679, ecaade2016_074p21, acadia17_560n, 3b44, b842, ijac201715202b, ce7c, ddfe, 0607, 8f0e, 496d, aca0, 9dda, 017e, 9cd6, e32c, 847e, sigradi2016_590a, dfd6, d4c2, d215, ecaade2014_086v20, ijac201715103ss, 8d83, sigradi2014_213p7, 731f, 54b1, 1cd0, ijac201715104p, fe86, 0af4, 216f, 7a01, 5636, 1bc9, caadria2016_683z29, ecaade2016_191y50, 82d3, cb39, 722d, 08da, 5d9c, 59fb, 9d00, sigradi2014_291n4, ecaade2017_046xx, acadia14_177n, 308d, ecaade2015_333b72, e586, 15d9, 3751, 9095, b281, 7b2c, acbd, 1eaf, 2e67, dec1, acadia15_123u4, b482, c67a, a818, 0f2c, c8f5, f5f0, 21c1, 2aae, 8dd8, sigradi2013_411n, 5,9999999999999999e+83, ecaade2015_180x38, 5cdd, 7466, 11fa, 75d3, 33eb, sigradi2013_280n, 3e24, acadia17_491s, 03c4, acadia17_274ss,