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 caadria2012_036
authors Kaushik, Vignesh Srinivas and Patrick Janssen
year 2012
title Multi-criteria evolutionary optimisation of building enveloped during conceptual stages of design
source Proceedings of the 17th International Conference on Computer Aided Architectural Design Research in Asia / Chennai 25-28 April 2012, pp. 497506
summary This paper focuses on using evolutionary algorithms during conceptual stages of design process for multi-criteria optimisation of building envelopes. An experiment is carried out in optimising a panelled building envelope. The design scenario for the experiment is based on the scenario described in Shea et al. (2006) for the building envelope of the Media Centre Building in Paris. However, in their research, the optimisation process only allowed panel configuration to be optimised. In this paper, the task is to approach the optimisation of the envelope of the same building, assuming it to be in the early phases of the design process. The space of possible solutions is therefore assumed to be much wider, and as a result both external building form and internal layout of functional activities are allowed to vary. The performance intent of the experiment remains the same as that of Shea et al. (2006), which was to maximise daylight and minimise afternoon direct sun hours in the building at certain specific locations.
keywords Multi-criteria optimisation; building envelopes; conceptual stages of design evolutionary algorithms; parametric design
series CAADRIA
email vigneshkaushik@gmail.com
full text file.pdf (1,627,952 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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90d2, 3964, 81a6, c9ee, b073, 080e, 1d09, c54d, ef77, ae50, f03f, 4edd, dbbd, e960, 346e, 1c22, 9d27, 3c45, e796, f13e, bd8b, f9ae, 932f, 8ba9, 2ada, b88c, caadria2016_003b1, b303, caadria2016_073u3, 3d8e, ab70, af4b, ddc3, ff6a, abfa, a724, 7741, 8ff2, a66c, ascaad2016_033a13, 0fe3, 28e5, 028e, 7e6a, 4727, dbd1, 9fe1, 101d, caadria2016_219d10, 6ad1, 95a5, 154e, acadia14_389f, caadria2015_061e7, f531, a4c9, ijac201412408f2, c7df, 8c2e, 0a81, sigradi2013_267z, sigradi2016_484uu, caadria2017_165s41, 9029, 743d, 3496, 473c, 39a9, acadia16_98r7, ecaade2015_61n12, caadria2016_829g35, sigradi2013_41e, 1ef8, dbca, caadria2016_579o24, fc5b, 2587, 66f5, 1d4f, 2745, 67fc, e6f3, b407, 4954, 7b9a, 89b4, ff1c, 64ed, b568, acadia16_98m7, a569, b968, 073b, 8d9f, ijac201614105h5, 4fb8, 19b4, e590, 648b, 9bf7, 0b43, 6042, caadria2017_015s5, acadia14_339av, 7bb8, b1ca, 0b71, c29b, sigradi2013_10g, bee1, 2675, ba26, ijac201614203d9, 7983, d876, caadria2017_074j23, acadia14projects_281w, ijac201614401b1, 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acadia14projects_691ay, c436, 7335, 10a2, 1768, baa2, 11a5, b2e5, c371, acadia14_291aj, sigradi2016_694l, 1502, 3f8d, bb0d, 785e, ijac201412408m2, 62cf, 029f, a294, 6176, 6809, 8fdf, 57dd, 6885, 65d6, 1f8e, 82f4, 1ce3, 78a5, a256, 38cf, a8ab, 8d64, sigradi2016_732d, 8f6a, ac57, 07ef, caadria2017_142u36, 92c8, 043b, b542, 7ed7, 6803, acadia14_247r, sigradi2016_357m, sigradi2014_263j1, af0c, ascaad2016_007w3, ecaade2014_163e40, 231c, a07e, 54f7, b572, ec60, e90a, 6d91, ecaade2014_218n55, caadria2016_631g27, a4c3, ed99, 9d6d, sigradi2014_299d5, f3ba, 69c1, 2802, 5b47, c5f8, ea7a, 79d8, caadria2017_183l44, 8615, e9ab, 5fda, 7595, 0f85, 96f2, sigradi2013_223, 078d, 1d20, sigradi2016_792e, acadia15_232n9, ecaade2016_071f19, 795d, d7f4, d1af, 18da, 29c9, 6238, ecaade2015_61a12, 205c, b5b0, 3fb4, 9297, ijac201412201j1, 7207, caadria2017_136p36, 863c, 0188, 16f5, sigradi2015_8.264n14, 6d46, acadia14projects_435aa, 6b77, 49c0, 1c23, 2f30, c2a1, 0948, 2aa2, 6133, 48c4, sigradi2015_sp_4.275v29, edef, ecaade2015_318u69, cdcf, acadia14projects_101r, 0bc7, 9ba8, 2ff7, 29db, 9966, 5067, caaf, 4d9f, ecaade2016_062d15, 5470, 35af, 28d8, ecaade2014_218u55, sigradi2014_015a1, 181b, 9da3, aba6, caadria2017_096a27, 49a1, dec0, 5ca5, f0be, a9b0, acadia16_78n5, b9c0, 0d23, 75c2, 460c, 554b, f507, 85a2, f77c, 5ba6, d08e, 4a2f, ed6c, 4ab9, d429, a9f3, 323b, 76e5, 9429, 0b2c, ced8, c638, 603f, f4be, caadria2017_074k23, caadria2017_003v1, eb9d, ecaade2016_110e30, ed6a, 3716, 9dfa, ecaade2015_114b22, 6f37, 9d40, 7c00, d510, 2190, 2c24, d473, caadria2016_871p37, ecaade2015_138k27, 2e62, cb91, 838f, 4a3c, 2790, 70a7, c96c, ecaade2015_115a23, sigradi2016_534vv, caadria2016_767s32, 8b08, e315, eb9e, 57a2, 6223, ijac201513303m11, ae53, 5d73, caadria2015_108y16, 0ab7, d50a, ijac201513101c1, ecaade2014_239o61, e823, 8b84, ecaade2014_104s23, ebcd, 7a9d, aab1, 2865, 83a7, 9732, 80b3, ecaade2014_214k54, 269b, ecaade2014_084z19, 63c7, a152, 62f1, d7fa, 0f92, f5b1, 054b, 4fb1, e66c, 65f0, a8df, 327b, 0d33, d961, 2d83, 3e03, sigradi2014_293w4, 4474, c33c, 3f29, c8ca, 8abc, f346, cf6d, 1789, 9c80, 33ff, sigradi2014_345e10, 7dd3, ada6, 4bae, e05d, ef94, 532d, 2ed2, d653, 9d3d, 8dcd, ab41, ef87, 8e94, 06e3, a4f7, c6b3, 5612, a98f, c150, b360, 290b, d38c, c484, 509d, 8459, 3ff0, dc9d, caadria2016_219g10, 9c91, bd7b, f6e3, ecaade2014_018n4, sigradi2014_145b3, d101, c1a5, 90a8, sigradi2014_178i5, 9ffb, 9c92, abcc, 8aa6, f034, e60a, acadia14projects_83ad, cc55, f399, 5c46, ce7a, 4607, 5ee6, 7db1, 3322, 9868, 2217, 4a7d, 4c89, bb1c, ascaad2016_006h3, ecaade2013r_020n10, 9bea, 8e0e, e0fb, acadia14projects_719e, 37c3, sigradi2013_30h, be3c, d2a3, 4a40, 1c35, b212, fb75, 9090, 157c, 938e, 86e8, ef9b, 3a74, 0e55, acadia16_106w7, 0ddb, 17e7, acadia15_232v9, 7f5b, ecaade2014_226c59, 4172, 7bc2, 3fc4, 9288, acadia16_352t21, 3cbc, d4e4, c642, 317c, e3d7, ecaade2016_217n55, e602, ecaade2015_317x68, f046, e0ac, e0a4, bb01, a924, caadria2015_014u2, 8874, acadia14projects_229i, e091, c8f0, d8be, ca0e, d03f, d774, 662a, e7bc, b0f0, 17c2, ascaad2016_002h1, 0f8e, d789, caadria2017_074f23, 6534, 2776, ebf6, 6adf, b5b7, 1398, 003f, 3c1b, 2438, sigradi2015_8.276y14, ijac201513305e12, c102, 53cc, acadia14projects_589g, f51f, 51b5, 85ad, 7351, 6440, 5a64, f234, 9cd1, acadia14projects_579a, 632d, 6679, 4b58, caadria2015_208b31, 8d43, 4c0c, fae8, 560e, 637e, ddcd, b4dc, sigradi2016_752zz, b045, 4d7a, fc47, 4328, a0c2, 4a37, acbf, fa09, 9410, fe6e, 3fcf, 98a7, a38b, d49e, 8d1e, b707, ecaade2015_94c19, 8691, 569c, f6e6, a82d, acadia14_661, e581, 15db, f498, c095, 16cc, 02c6, 99a6, caadria2015_065w7, sigradi2015_12.297h28, 5563, 24bc, 743c, fbef, da41, sigradi2014_335u7, b79c, 6f85, 3250, 09ea, c28d, b6d0, 7017, 6227, 9e86, 91ee, 527b, 5644, 5bd4, ecaade2016_042r11, acadia16_88i6, 8359, ecaade2014_113d27, c4c4, e6e6, sigradi2016_449jj, ecaade2015_227u50, b5fd, ca48, 6d16, 26a2, caadria2017_174k42, 2b2e, ac1d, d16d, ecaade2013r_013y7, ecc2, ascaad2014_004d2, b128, 219e, bd5d, 268e, ascaad2016_022j9, 0d9d, 07be, 00d3, 187e, ijac201614202x7, 3841, 3038, c2f8, 7ec8, 92f7, 5422, sigradi2013_155l, 18e3, c0c8, 3195, e75a, 0ace, 501b, 14ba, 1c7b, db06, c587, acadia16_280i17, 5c0a, d899, 9528, ijac201513205u7, 7d84, a1e7, 93c0, 213e, 6aad, e6bc, ascaad2016_049u20, sigradi2013_184, aad1, be4b, 0155, 82ba, acadia15_451t19, 7302, 0890, e00c, 5bc8, 98fb, 7e4f, sigradi2015_10.140e19, 8906, 3860, 363e, 477c, d66d, acadia15_451c20, 05db, ecaade2014_012u2, 04b4, 2ecd, 9488, cfc9, acadia14_647as, 16f0, a2fc, 9bf8, 3623, 473f, 3d29, dea6, d611, caadria2015_070v8, f564, 51ea, 7a49, ecaade2014_159p39, bcb0, 002f, ecaade2016_075f22, eae2, 220b, bea4, 05a0, ecaade2016_238s63, 2185, 4c2f, d05d, 6134, caadria2015_210f32, a27e, 4abd, ecaade2014_168u41, caadria2017_046r14, d132, 83e0, 4c7a, 9b41, d71a, c00c, c2f3, ecaade2016_072r20, 1d45, 3df9, 5dda, 572c, ffc9, b47b, 47d6, 5a79, sigradi2015_13.316x28, 93ea, 8685, 6cb0, acadia16_382y23, d937, ecaade2015_64f13, cd18, da98, 7e95, 5cdc, 39ab, c815, e3d9, f4fb, 89ee, ijac201412403h7, 6ef6, 7011, 1eff, 7fbb, 944c, 633d, 85f4, 2e36, 4ef1, 6596, 28a7, 6b81, bfab, 1d73, acadia14_655ab, 1a7d, a730, sigradi2015_11.34y23, 2d14, f484, fdf3, e96b, sigradi2016_483kk, caadria2017_142f37, ascaad2014_011z5, 2367, ecaade2015_285e62, fef6, 1807, efb0, a81c, 095e, c4bf, 6bdf, 3a60, ecaade2015_100w19, 971a, c0c2, 70e6, 334f, f9f6, acadia14_517p, 1b5a, 71aa, acadia14_63as, sigradi2014_282s3, sigradi2014_185x5, b423, 9618, 4d3b, c2bf, ecaade2016_072p20, 1bb0, 843c, 662e, ecaade2015_195f41, c795, d5cf, 820e, ecaade2016_021z5, d4ef, 6ad2, b73c, 8b44, e5a9, 4298, 55da, eb06, caadria2016_023r2, eada, c281, e585, 8096, 6984, sigradi2016_537ww, bee3, 2284, ef23, 0e5c, c6bb, 3923, 0788, caadria2017_104p27, 0943, caadria2015_081h12, b589, acadia14projects_125p, c458, 850b, ecaade2014_237t60, c973, ecaade2015_333w71, sigradi2014_172w4, caadria2017_174t42, acadia16_344t20, c89a, deb9, sigradi2014_313u5, bb0c, e6d3, sigradi2014_042s3, 4641, acadia16_298j18, 025a, d08b, e1c7, dd4a, cbd1, sigradi2014_041h3, 2f1d, ecaade2015_55p10, 279f, ce28, caadria2015_010y1, 37fb, ecaade2016_011e3, acadia14projects_579d, 6edc, 781f, 1056, 92d1, sigradi2016_483hh, d131, 3a38, 518c, caadria2017_037d12, b255, 38b7, 601a, ijac201513201d5, 204b, de2b, 8293, 6135, d7f3, 5e24, 1032, 675e, effd, 651f, 5307, 8ace, sigradi2014_015d1, 7a7a, b1ad, e8ba, 20c6, 6cba, 12e3, 5d3e, f986, 6b6d, b404, 7060, 3fc0, 4eda, 7c72, b87f, 182a, d946, 1bb4, acadia14_445al, ecaade2015_241m55, 9601, 452d, eb09, c5ae, 97f3, 040f, f993, 13cc, 67e9, sigradi2013_387h, acadia14_479as, acadia14projects_177ac, eeb6, c3f1, 07a6, a1fa, 1caf, 6658, caadria2017_003o1, 2112, 3bb2, 654a, bcf0, 7b2e, acadia14projects_565j, d749, ecaade2016_198v52, 26d8, 3c6a, a29e, c27e, 8b82, 7db3, 80c6, cf91, 7150, c620, e562, 88f3, 7f1f, 6898, a03b, 5dd5, 216b, 6676, e4f1, 2ff4, ecaade2016_238v63, 4cc9, e45b, 2daf, caadria2017_174f42, 720e, ecaade2014_232z59, 82a0, af0e, 6957, 8ed0, 8f5a, ecaade2016_019n5, d402, ijac201412304g1, f15b, eca1, dfac, 4a79, 2167, 9dd7, 8290, 23e0, eec5, 2a77, 0cea, 7956, ecaade2014_159k39, 39ff, 44b0, ascaad2016_035m13, 5d0a, 7c40, 42b3, caadria2016_187z8, 2842, 3709, 1c5b, aadc, 6f62, 3fa7, 0be4, 0c2f, cb00, 791e, 9a27, ed9a, sigradi2013_62u, 6d49, ijac201614103o3, 319f, sigradi2016_387yy, 012d, 60ee, 91df, 857d, 031d, sigradi2015_10.140i19, 1f57, bcc3, 4676, sigradi2013_244l, sigradi2014_032b2, 672e, ed64, ecaade2016_tkor66, ecaade2016_217j56, 444a, 7fad, 9153, cdfa, ecaade2015_170v35, e169, 6024, ffaf, 7aa8, caadria2015_078k11, ijac201412408n2, 2477, 83ca, d3a2, a18d, 3cd5, 1db9, 556d, 68ca, caadria2017_054g18, caadria2016_549l23, fa5c, 9b07, 6f6a, fc17, abf7, 5522, 71cd, cbd2, ec8f, 313c, f06a, fd7c, f158, acadia14projects_389f, 3d27, b524, 3828, b806, 70b0, f166, 3ee1, 7ce7, ecaade2016_047i13, acadia16_344g21, acadia14projects_365an, fbc9, aa5e, 3fc5, 384b, 8255, 918b, sigradi2015_11.136l24, bb7f, d435, b1cd, 2382, d2b0, f1c0, 9888, d6c6, fa45, 86d5, 607e, sigradi2016_781d, aa35, 5df6, 9380, 9f11, ecaade2016_106i29, 50e8, 00be, c536, 51ec, 13b0, 75ce, cf96, 2410, 695a, 72cd, 1833, 2dfe, d4fc, ae49, b512, 2c0f, 7899, 0521, 3d8d, sigradi2013_259h, sigradi2014_213v7, ascaad2014_018b2, 93fe, ecaade2014_024c7, c610, fdd3, 35e1, cab5, ecaade2016_208z53, 869f, ecaade2016_ws-dleadn68, 5181, 8109, 4346, b6ab, 2058, 5d49, f822, f2aa, dc31, cae0, acadia16_54s3, ac40, sigradi2015_9.347p17, daeb, e298, 5fc0, ascaad2016_035n13, 81d3, fe81, 5f37, 4538, 542b, f065, 962f, 163b, dcb2, cf27, aa9c, c677, ecaade2014_089n21, c1e5, 60cd, 5f67, df8a, a28c, d38a, 8a36, cf7a, acadia14_699u, b506, b101, b218, 47f6, 0bbb, 8221, 1b0e, 9059, e94d, ecaade2014_175z43, 9d57, 95e2, a6c3, 569b, 0ffe, 7c69, 96e5, c552, dc18, fa8d, acadia16_88c6, 6088, 38ec, 4ad8, ijac201614105k5, 381f, 894e, acadia15_173s6, f7ba, 809f, acadia14projects_365ap, 5423, bfb2, 6506, 0c0a, 10a3, 700d, c8ee, 2e57, ijac201614305o3, 00a1, caadria2016_663k28, caadria2017_113u29, c416, eb03, d381, 7e15, 9cc2, 401e, ecaade2015_114a22, 037c, 45ae, 9360, cc0e, ec11, 9a7f, 133c, sigradi2016_455e, 0dbc, f92e, caadria2016_321m14, ecaade2016_136k38, 0b09, eefa, caadria2017_142b37, ecaade2014_186a48, 38a2, 901b, 5ac5, 1632, b7d1, 4c87, efbe, 2286, ecaade2016_158d43, c112, 8f6d, sigradi2014_152s3, e56d, 1bde, ff0a, dcb7, 3043, acadia14_317t, f270, d951, 7b09, 163d, 87c5, 8699, de0a, f615, 48cc, caadria2015_139d23, 8963, df1e, ecaade2014_215y54, 79eb, 2d11, 7b77, 89a0, sigradi2014_049j5, ca21, 7f9f, 4c3f, f809, e964, 7a1b, dd98, 1691, 4b52, 6bf3, 955c, 7f42, 372b, ascaad2016_045l18, be4f, 4846, acadia14_579ay, 92d7, c74a, 4ef5, 1f70, 6177, 31c0, 7163, ecaade2016_068h18, e981, d24e, 6902, 8c05, d85a, 2926, 8bac, a303, 803b, c489, 9714, ascaad2016_010w4, 832e, acadia16_352z21, 9f12, 68d6, aabf, 5dd8, 082e, 6c74, ee0e, 031a, d005, 34e8, sigradi2014_015i1, dc52, 359f, sigradi2016_407o, a505, 1257, c780, eab4, b7da, ebaf, ijac201412304h1, 7034, eec2, 54d4, 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1ddc, ecaade2015_309w67, 4064, ijac201513203r7, bbc2, caadria2017_040i12, d620, 3cfa, 3af3, acadia14_565ac, ijac201513203k7, 8eb8, 8bf8, ad0c, 7825, b8d1, a53a, 4576, 32ef, ijac201614101l1, 1cc2, e18b, cf3e, cad3, 568e, d1c0, 6b2b, caadria2015_066f8, 02ad, ijac201412402u4, 841b, 1552, 1a46, ebee, 3813, acadia15_195z7, bfff, ecaade2015_207j46, fcfb, 00a9, 1008, 94c9, sigradi2016_449ll, 16cb, d205, 8c9c, c0d3, ecaade2015_171d36, 4a3e, 12fc, 2a54, f351, 4ad7, 6ed5, 4c58, a4de, 0185, c21c, ascaad2016_003u1, e3f5, 9484, 7a3e, ae55, 5816, ecaade2014_020s5, 367c, af9a, df09, 9fbe, 76a1, 3b7d, 02bb, e9b6, db8f, 6629, ijac201412405s8, 476e, c1ff, 6dfe, 582b, ec63, 074b, 4815, 5e07, ecaade2014_138k30, 0fbd, 3d7d, 60d0, fe39, 4375, 5f34, 6f72, 063a, 0d1e, 5133, b254, 06d2, de11, ecaade2016_167b48, 69c2, c5c4, 491e, db86, f188, 6138, 3551, 40e9, ecaade2013r_018r9, 108a, sigradi2015_3.65n2, 88d2, 654f, sigradi2016_515k, fe9e, ijac201614201b7, e7b2, ecaade2014_072f17, ecaade2015_268y58, dcb3, 9587, 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5551, 746b, 712e, ecaade2016_ws-dleadf68, ae58, 3728, 412f, 024a, 4868, 4214, 15d7, c087, e57b, fd17, 87ac, deb6, 0adc, c4df, e6e1, b4e3, 9d32, c4e5, ijac201513101o1, a6dc, 5c49, b9fd, aae6, 5742, 2ac0, 8e41, sigradi2013_212, 067c, 012a, 7efa, 2487, 6609, b273, 5e75, 806c, 9478, c35c, 40d7, acadia14_699m, 23c0, 31d7, 75a7, 6dd7, 480a, 8709, 5176, f162, 1941, 3d97, 20a8, e40c, 9516, 49f8, 0f8c, b14c, d731, b36d, eba4, df3a, 8e5c, ecaade2014_233f60, 3c1c, ac5c, 894b, cf55, 53eb, ecaade2016_025w6, 2beb, 9799, 1fd9, ecaade2014_044h11, 276a, 1a48, c044, 1eb2, 6480, eb9b, 4081, 5937, 47c5, 507e, 8bda, acadia16_372c23, ascaad2016_016v6, 9b87, 5cd6, sigradi2015_8.41v10, acadia14_145r, b895, 240d, 135b, db41, ijac201412405u8, sigradi2015_9.270h17, 0e34, 27b8, 61f1, 56ce, ee2a, acadia15_469h20, 726a, b3b5, f25e, d84e, ecaade2014_038m9, 056e, d06c, 8b5d, d591, a5b6, 7f67, 288b, 1b74, 2593, ecaade2016_102e28, afa7, ijac201412303u8, f88f, 5be9, 883d, 81a2, 75b8, 6bde, be23, 8e4c, aa9a, ab6a, e257, 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619e, ecaade2014_113o26, ecaade2016_144h40, 2398, 25de, ebd1, bcaf, 7bd3, cd56, 0670, c30d, fe8e, 8b50, e410, af9e, 7e5f, sigradi2014_279x2, 2616, acadia14projects_445ab, f8ba, b79e, ijac201614201e7, 7054, 900a, 89a4, ecaade2015_21u3, c1b5, b935, dab1, acadia14_719i, de03, ecaade2016_130z36, sigradi2016_814qq, cffe, 75aa, ascaad2016_035y13, ascaad2014_003u1, 3dc1, acadia16_440i26, 214f, ef6f, e119, 3910, 6dba, bf81, f7e6, acadia14_565k, 3a5c, bd61, 3cc1, 50bf, ecaade2016_183t49, 8d3c, aeda, 6874, 7018, 5f23, b2bf, ijac201614105w4, 7df6, f364, ijac201614204d10, caadria2017_125z33, b3aa, 368f, 9299, caadria2017_175h43, 24ef, f8ce, 3ece, 40fb, e056, 887a, sigradi2014_074f6, 8980, ecaade2015_241c55, 65a3, 81e3, 0429, 3f45, acadia14projects_565ac, f32c, b9d9, 28c8, c3a2, e12a, c31c, ecaade2015_320r70, ea08, 191d, 5f1a, 3345, f38c, caadria2015_164e25, a6bd, c7ab, 123b, ecaade2015_217x47, 4223, b774, 67da, sigradi2016_446a, c1b9, 45af, 03b4, b08c, 23a5, b678, caadria2017_081x24, 1fd2, de82, a504, ecaade2015_143t30, ef9c, 1900, 1fc5, cd91, e2b8, 5c62, 7f4a, bebb, d369, caadria2017_069e22, 678c, 8600, e7e1, 46a2, 8b6c, f58f, 4b4e, ecaade2016_243e65, 3a4b, 0ebd, sigradi2015_8.289f15, 114c, cdfe, 1274, ecaade2014_186c47, ascaad2016_033e13, 0e1a, caadria2017_031g11, ascaad2016_022n8, caadria2016_693w29, 4d25, caadria2016_517u21, 3a92, 9a0d, 6b01, caadria2017_132s35, 7c38, df69, f1ae, ijac201614203a9, 71ce, d39d, 048c, 4502, 8da2, 555b, 7cde, d398, 11e7, 64fb, 01d1, acadia14_531z, 2a31, b85c, 24db, ecaade2016_123e34, 9070, 1b0a, b0f5, sigradi2016_367yy, ce86, 08fe, c04a, acadia16_184j12, c44b, 3e79, 5e03, ijac201614103r3, ad2f, 508e, 2181, e242, 9d6b, e9b8, 086f, sigradi2016_814e, 7e31, 4b20, ijac201614407l4, 09e7, 5a47, df99, caadria2017_105j28, ecaade2015_115b23, ce7c, d4aa, caadria2017_048x15, ef10, 2c65, cfa5, ecaade2015_170y35, 8b7f, 9016, 1101, caadria2015_002e1, fb65, 8dc8, 7ed4, 584e, f568, e6a2, 715d, ascaad2014_007f4, 7913, 420a, ecaade2015_287m63, acadia15_451h19, 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ecaade2015_202s44, ed35, e280, bcf3, 404c, ascaad2014_024v5, 348a, 439a, adf0, 6844, 3c1a, d600, 3ccd, caadria2015_181a27, acadia14_435ar, af49, 092d, 4357, 6776, ijac201614303u2, 077d, acadia14_199ac, 6962, d8cd, ee57, 6860, 525c, 86c8, 732e, a259, acadia14_311w, 35b4, acadia14_177p, f355, 65bf, ebad, 59ee, 363d, 5ece, e1cd, 498f, 1ae7, adcc, dd5b, 5f94, d0ae, 750c, b1b2, fc80, sigradi2014_276s2, 6e46, bb50, 6dbd, ecaade2015_318w69, 5abe, 675d, 535e, af6d, 5b5a, d8f0, f72a, ac87, 0063, 4b8f, ijac201513303o11, acadia14projects_357au, 2be7, acadia16_394g24, 4521, ecaade2015_87x17, 4f90, 2ef2, 5ec4, 85b8, d0a6, af76, 93d4, sigradi2016_685ll, ecaade2016_223t58, 2a24, 0fe6, 48ec, ffcc, 2440, 54c0, eae1, caadria2016_445b19, caadria2016_229p10, def5, ecaade2015_278n60, 66fe, acadia14projects_479ar, ad04, caadria2016_239f11, ijac201412404b8, 8695, ca47, b52a, 770c, 08fa, 3335, c513, f959, 0a85, 80b6, sigradi2015_12.107g27, b23c, ead4, f20c, e72e, 8245, acadia14projects_655aa, 7245, 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caadria2015_084w12, 5094, 764e, a20e, 65cf, 212e, df05, 9d44, eafc, 8169, a9fc, b7c0, ecaade2016_198t52, 1f37, 4d18, 957b, 692e, 3249, 6eb1, eff4, fa62, caadria2017_124m33, caadria2017_123l32, acadia14_671n, sigradi2013_401g, caadria2016_373l16, b1b0, ascaad2014_032s9, 0ce1, 4412, 8dac, acadia14projects_63an, 5cf6, f1b2, 725a, fe97, d46c, fa4c, 9b78, ec7b, f877, cc0f, 739c, d6b0, 3e09, acadia14_565r, cc1c, 93ef, 7982, c152, 1749, 7c1f, bbd4, ecaade2016_197c52, 7a36, 0bbf, sigradi2013_386c, 2f1b, 3174, 8af1, ee23, 2381, dff2, a738, fc26, 7d76, 12d2, 19d6, feb0, 6ac0, 5828, 6a8a, 7f46, 05ef, eb33, ecaade2016_223p58, 2804, 01ad, ecaade2016_068g18, 2470, e3b0, ad99, a090, acadia16_140i10, f366, 3654, 895f, 2945, 173e, 8ddc, b3f2, edf9, 2dca, c34c, de30, 0598, fc32, acadia14projects_199an, b405, a43a, cae9, 93f3, 5bb8, 128b, 3476, ascaad2014_005g3, 9602, 9bac, 1125, 2787, 5d97, 8c8b, bc09, 0932, 3d13, 3395, b6b9, 69b8, 20e2, 5e9f, ecaade2014_186u47, 449d, 0c56, ecaade2015_13n1, 90d4, dee0, 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caadria2016_777y32, 0ca6, 56f6, c9ab, 20aa, fd65, ee45, 420d, f263, 30c2, 64cf, sigradi2016_595ee, 3fa1, 0559, 68f1, d60f, 866c, 6afc, 3fb6, ecaade2016_021p5, 986f, 7608, d560, 4f10, 4276, 9d22, 22ea, b9c8, 5405, bad0, 389f, 2ddc, 6212, ecaade2014_089w21, 5843, fb3f, ascaad2014_010u5, be17, 11f0, ecaade2016_033w8, 08cd, 0f4f, c683, acadia14projects_145n, ijac201513105n4, acadia15_357j15, 92b1, 6c34, 4cf2, 1a8a, 9874, ea4b, f360, a1c3, sigradi2014_074o6, sigradi2016_773x, 3864, 737d, 5152, 0ac9, 5d26, ecaade2016_108w29, 1c77, e505, 04fa, 637b, 72c5, d55f, 42e4, 8d61, ecaade2016_078k23, dc5c, d9e7, ecaade2014_226z58, ce50, a72c, sigradi2016_455i, ecaade2016_104x28, acadia15_483g21, caadria2017_183n44, d6c2, d585, fa08, f2f7, 997d, ascaad2016_014l6, ecaade2013r_001o1, aae2, ea9e, 3e82, sigradi2014_178o5, 4772, 96b6, ascaad2016_053l21, ijac201614307l4, fe79, dd16, ecaade2015_161f34, 6786, ijac201412405p8, 4b1d, ijac201614204s9, 3559, 88c3, 0a76, 6dfb, 4568, 37e3, acde, c05d, b7aa, d7a9, aa3d, acadia14projects_267k, e866, caadria2015_117z18, e492, b68c, 401c, a03f, 0be9, c618, 4f6b, sigradi2015_3.221s4, ecaade2014_186j47, 8931, caadria2017_124z32, de80, ecaade2015_240u54, ecf3, c3ea, 2177, 4645, sigradi2016_595ll, ad16, 0eca, 1ebd, 21ec, 277d, 1b49, f1cc, 3ac6, 0966, 873b, b2fb, 2620, caadria2016_579t24, acadia14projects_167u, ecaade2016_067w16, 428f, 220e, acadia14projects_627an, 39d6, ecaade2015_101d20, e449, 879a, 5bb7, dc78, d470, 02c0, 1dbd, a722, d4b2, 155e, 9048, sigradi2014_186d6, acadia14projects_135p, 9afe, 581b, 5a8e, 8646, c50e, 8f5b, 1e2f, ecaade2015_35n6, caadria2017_123h32, acec, 4912, c54e, 58fd, 5b63, 13ff, ijac201614407e5, 5d24, 4759, eded, 9e70, ijac201614305a3, 04b6, 669e, ae8b, e772, ef54, 9b60, f7ce, c0dd, 3676, 28c5, 94e3, d282, 0cf1, 3abe, 64c8, 7d28, 8e7d, 110b, ijac201614408g5, caadria2017_047y14, 47d5, f23c, e37f, 80e6, 8777, 5936, sigradi2015_8.186l13, caadria2015_087u13, 0aa7, 8b8d, 1b3b, 604e, 1735, a9a1, 7312, acadia14projects_671p, 9327, 0d0f, 3917, 0b7f, 52e1, ijac201412404f8, 7e85, acadia14_347ah, c223, 7880, 544d, ijac201513206u8, e752, acadia16_24r2, 29fd, e610, e221, caadria2017_149l39, b852, 8b15, ff93, 35e7, 80a4, bb79, 34a3, 1b77, da0d, sigradi2014_074s6, b868, dc06, ijac201513303x10, f07a, ecaade2014_024y6, ecaade2015_127u24, ecaade2015_297g65, b406, ecaade2015_84z16, 7d82, a3d2, 9da6, b605, 7c6c, 7fe7, a2ad, a493, cb58, acadia14_463g, 4eee, 03e5, 1400, acadia15_417d18, 5ef6, a52d, 995d, 1957, caadria2016_343m15, ecaade2015_158m33, 33f3, 2829, 7490, acadia16_254a16, 91a2, caadria2015_070d9, 644b, ecaade2015_301x65, c9ff, 7384, 7081, 5c3c, 78c4, 62cc, eab1, ijac201614201f6, acadia14_339aw, 14e1, ecaade2016_152r41, 1aa2, 2931, 8ae3, 7dc3, ecaade2014_020p5, 5195, d404, b49e, 968a, d53c, acadia14_63ai, e7a1, 9ffc, 942e, 123e, acadia16_164z11, 18d4, 9347, a95a, ad98, 2262, 005b, 4f63, ecaade2014_086s20, fce5, 84a1, 905a, 3911, ecaade2013r_003w2, 28f4, 256d, ecaade2016_111n30, f799, sigradi2016_530ff, ecaade2015_230n52, c824, 4a0c, 1a9d, 1dc4, a70e, 728c, 18a4, f3c3, 7544, 5557, caadria2017_057w19, acadia15_343s14, sigradi2014_265y1, c96a, acadia14_517m, 3ebc, ascaad2016_050x20, 9dc8, ecaade2015_303z66, 7bf0, 3e99, b5b3, 6031, 1f21, f7e2, 6e66, d707, db9e, 82a1, 5895, ef3d, 333d, 9afb, 14ca, 822d, e75c, 9479, 1eba, ecaade2014_140k31, c713, 91a1, 2641, 3f78, 9a65, ff3f, 3663, 194e, 1813, 4884, 8755, 9e04, 1461, caadria2016_829h35, b8dd, 8327, 89d3, 71e4, sigradi2013_342v, f4e0, ee9b, b431, acadia14projects_339ad, sigradi2016_674ii, b732, 8d68, 1504, e9e0, 4814, b59e, ccbd, 66d9, caadria2017_002j1, 0e18, 4da2, 2eb2, caadria2015_213x32, 2915, 0ff6, 4ce0, cadc, ijac201614208d14, caadria2016_693d30, 1227, 3dff, acadia16_308u18, 49d6, 98f6, f94a, 81f2, 360c, 7641, e4e2, a2bd, ecaade2014_194a50, 1171, e501, 3126, ac10, 65e3, f93d, 1a39, 29c3, 4936, 1109, ecaade2015_22o4, ascaad2016_034l13, caadria2017_067o21, ef3e, ead3, 10e0, 3fe3, 2ac6, 0872, 4ac7, fda0, caadria2016_177e8, f28a, 6f27, 5c84, 58b4, ecaade2016_071t19, 68f3, 2fef, abe1, 9350, acadia15_323c13, f9cb, 8e7e, 68fe, ec79, 979e, ecaade2013r_001e1, ecd7, b6ec, 0b0d, 1aee, acadia14projects_671m, ae16, 13e2, c3d4, c4f1, ecaade2014_151r35, 74f6, f35c, 79a5, ecaade2013r_004u3, 0e9a, 61c3, 4289, 3b4c, caadria2017_003d2, 41d4, 8833, ecaade2016_071p19, 0df1, 354a, 7b4e, 4f67, 4299, b7bd, 093b, 2c0e, f835, 9405, 1eb0, 9736, f1a5, bb9d, ce6f, acadia14projects_267o, fe09, caadria2015_190n28, 375d, fb72, caadria2017_002l1, d0bc, 5278, a775, 0b54, 5f73, c0df, bb43, 6848, feed, ascaad2014_007y3, 7f06, 1b8f, ecaade2015_194y40, 709a, ecaade2014_029y7, 622a, 8d0e, d0dd, 9639, 459b, 8995, f402, sigradi2014_132u1, e667, 02cb, 4865, eae0, d196, ff1a, acadia16_154m11, 8c78, 9987, c061, 05de, ecaade2015_229s51, 5235, a2fe, 0cc6, 7ad4, 51be, a6d1, a105, acadia14projects_53r, 6f58, 7f41, ca70, be68, ijac201513302k10, 70c9, caadria2015_084e13, c1a0, a440, 7d35, b7ad, 94f9, a407, acadia14projects_609ag, 081a, 1131, 6098, a860, 11fb, aec5, caa7, 8b9c, ijac201614208h13, 35d4, d309, e5f3, 655e, 44de, 4729, acadia14projects_445ac, e43d, ecaade2016_223m58, ecaade2014_173u42, ecaade2014_070t16, d89e, 8928, acadia14projects_117h, 7fce, 0852, 4825, 6c3b, 17fa, 7f22, d670, ecaade2015_269m59, 6e93, acadia14_619al, 76f6, 4451, d797, 27fa, bd6b, 7d5b, ecaade2014_120m27, f175, aa63, cbb4, ab8a, 7383, 04bd, f6c8, ceda, d148, a3a1, b03d, acadia14projects_699n, 9566, 4fa0, c07c, 9f9c, 90cb, 75e6, 58e7, 1ad1, caff, ijac201412403f7, d006, 6379, 0795, 2582, 6949, bc3c, 201f, 1c07, 76d6, b548, 887d, bc0c, 792e, acadia14projects_375h, 5695, a1a5, b88d, d9a4, 554f, a25e, 3471, sigradi2016_417ll, efde, 1c0b, 4283, 5ddb, 39bb, 3fba, caadria2015_188t27, b304, a5b9, 126a, acadia14_311v, 0d34, 6dd4, caadria2016_839m35, caadria2016_301n13, ecaade2013r_012m7, c88a, 3735, acadia14projects_111j, 3520, c3b8, 7a91, 4a73, fd2a, c523, bb64, 7062, 72ff, aac7, 47be, 7159, sigradi2014_045g4, ecaade2016_147r40, 3fc8, 5c9e, aaff, daa7, ijac201614201r6, 6a6a, acadia14projects_291am, acadia14projects_655ab, 00f6, 1d0a, ecaade2016_071a20, 8af8, 0533, caadria2016_777x32, bb2f, 069a, 4f55, sigradi2013_234c, 448a, acadia15_149z5, 9986, sigradi2014_140o2, fb23, fe01, ecaade2016_070p18, 564c, ijac201412303g8, f073, 0e40, aa52, d200, 488d, 5f4b, 3a7c, bccc, b608, sigradi2015_10.378e23, 5a10, acadia14projects_247v, ecaade2016_085k24, a7d9, ee5d, caadria2017_182s43, 0298, fc89, d882, bed5, bb65, 812c, ef8e, 272b, 20d4, a5c2, c8c7, dec2, 08c3, 3882, ff38, 8336, 897b, e379, sigradi2015_sp_8.284p30, sigradi2016_363gg, 93bb, 7ce6, c97b, 4fb6, 195a, 7c65, a1b2, c564, ac7e, 6755, 0804, 9814, ascaad2014_016i9, ijac201412405m8, 47cb, e10d, ecaade2015_235s53, acadia16_344k20, caadria2017_165p41, 6189, 6268, fd5f, c3bd, 9670, sigradi2016_690c, 8083, 03e6, ab7a, 28cc, b72f, 7940, aba8, 574b, b023, a2d6, 2510, 8716, d57b, 250d, 9227, 0145, 6684, ecaade2014_138g30, 6d81, 63ce, 0098, sigradi2013_268j, 760b, a947, 5d6a, acadia16_280v17, sigradi2014_263y9, ea30, e193, fa4f, bca5, a169, 0107, 4342, f2d2, 49fb, 4462, d227, acadia16_478r28, 6638, 82a8, bf3b, a2ec, a7d8, 8e2a, ee2b, 1bee, ef12, d570, c32b, 004f, 5d7b, ec30, ijac201412304j1, 1f04, 8cac, cd40, d95d, 7ed0, c5e0, 94ca, 3aca, a45a, 278f, 8983, 5265, 45b7, 0d5a, daf2, 64d3, ascaad2016_038j14, caadria2016_321h14, 2fd0, 4079, 7fcb, d5bf, b0b8, feb1, ba18, sigradi2015_10.307c21, d2c3, f90a, 86ba, abd7, 033b, 2336, 5914, ecaade2014_089m21, acadia14_347av, 8f04, 5e92, sigradi2014_015f1, b599, 9a61, d2d2, ecaade2014_128t28, ecaade2016_099n27, 8251, 33dc, e0f0, 055b, 574a, 356a, d27a, 931b, 3c8c, cbab, c81d, b8cd, 653d, c4f4, 2fbc, d471, caadria2017_129o34, fe29, 9513, f3e2, caadria2016_457o19, ecaade2015_130g26, d74e, fed8, 72f5, 2118, 5b23, ecaade2016_110d30, d0a8, e0ff, d767, b62c, 89e3, 8067, 2e04, fa07, 18f0, a3d1, 9cfc, c6db, 22bd, 43b0, 8923, ijac201513104v3, 5870, 4da0, ijac201513105s4, e197, ijac201412401d4, 1750, acadia14_691at, c946, c9f7, caadria2015_206k30, 559f, bc9b, ecaade2014_206k53, 199b, 3848, bd99, 92d2, c7a2, 9751, f8ac, 666e, 6b2c, 2fed, bb78, 38fc, 4402, ecaade2015_297s64, ijac201614203b9, ecaade2013r_003r2, ecaade2016_102j28, cfde, acadia15_297w11, 60a3, 845f, 27b3, 01c4, caadria2017_165k41, dac7, b928, 6ca1, a472, dbc4, b93b, 2b9e, b6ae, ecaade2014_155w37, fd9c, 3240, ijac201412301u5, 0d7f, d8e0, caadria2016_415a18, ecaade2016_006j1, 9e7c, 6766, 1275, d003, c652, 742c, 650d, 9f43, 7e3e, 3914, 7e82, 393b, caadria2017_107v28, 7035, 2941, ad49, cf4e, 360e, 7c96, 9104, a7c9, 57c4, ecaade2014_133p29, 1d3e, sigradi2013_386e, b85f, 6478, b74e, aa62, f918, 450e, af0b, ecaade2013r_018j9, f6fb, fbbd, b289, 61d7, 8673, 7deb, cf4b, dfd9, 0632, 305b, b520, acadia14_177z, 28d2, sigradi2014_303f5, 4f84, 8d16, b862, cefd, 3d1f, bcac, ecaade2014_240r62, c168, cb53, 4961, 7e01, sigradi2014_070w5, acadia14_619at, 1a94, c358, 64c7, 2c54, e11d, fdc5, 84a5, 9b00, 94bc, b271, da06, sigradi2014_329b7, aedc, 7f7a, 6d4d, cb52, 9b9f, 0a62, sigradi2015_10.378d23, a9c9, d5f2, d62f, cbe3, caadria2017_051r16, fe0b, 3d0e, sigradi2015_3.65s2, cbb6, 7468, 955b, 4a09, 0086, 81e7, b6a9, 96b3, 1540, 43d7, 8346, 816e, 3212, 2ad6, 8bf0, 0c19, 09db, ecaade2015_59y10, 88ed, 462c, 23b5, ecaade2014_168c42, 6b93, caadria2017_056b19, ecaade2014_100h23, ecaade2014_176n44, b877, a9b9, f013, 600d, 3b92, dd75, ecaade2014_143t32, 8674, 2cc2, sigradi2013_54m, 77b0, c44a, 1fb2, 6b5e, 1e55, 89be, 7c87, e391, sigradi2016_448bb, 04ab, 4522, 7dbe, caadria2015_084b13, ecaade2016_183s49, 6bfb, 60af, 0f56, ba74, ijac201513103o2, 9fcb, 0c75, ff84, a0b6, caadria2017_062x20, 868f, 4395, e726, dbb4, ecaade2015_161i34, 2453, a41a, 64ea, 4a88, 37db, dfd0, ecaade2016_tkob67, 51ff, d047, 24cb, 04e9, 834c, 57da, c0eb, sigradi2014_192p6, ecaade2014_237f61, 8265, 9f7a, 5cec, a5ce, cfbe, 4c22, e1aa, 5f48, 7ac9, 1ba9, af63, b45b, 4ffa, 8a8c, d102, c12c, a64a, acadia14projects_189at, caadria2017_015o5, acadia15_95g3, 4847, f023, ec17, e925, 58bc, ijac201412404o7, bebe, caadria2016_003i1, 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sigradi2014_109i9, 9610, 2e71, ae09, 99c9, eb5d, a247, ba4b, f700, f6df, acadia16_12g1, caadria2016_839l35, f34d, 6764, ascaad2014_014p8, ecaade2015_173i37, acadia16_478t27, 960c, ijac201412303b9, 14bb, 5b1a, 1a31, bdf4, 4b60, 5ced, sigradi2016_764h, aadf, a086, 708c, ce1d, 1685, 70d9, 85c1, 71de, a0d0, 71ff, ijac201412402l5, acadia14_609az, 27b4, ea19, 2774, 2517, c9a0, dea3, dccc, e78d, ade0, ed94, f6b1, fb6e, ecaade2014_173i43, dd6b, acadia16_326u19, 933d, ijac201614101a1, dc4c, 96d0, caadria2017_158e40, 27c0, 2bb8, a4f0, de15, 5eff, f085, a144, ijac201614102x2, 65c8, 7268, c5c0, 45fc, c12d, ecaade2015_284t61, 4354, 5ab9, 41a0, e9f4, ecaade2015_250e57, 286c, 305e, 637d, 5679, d3f2, 16e2, acadia16_98u7, 67e6, 02e8, b207, 7950, 596c, ae66, f204, e9a9, 178d, f22c, 16e1, f573, 5884, ff33, 0663, acadia14projects_463n, cb05, 8ee8, 116c, 202b, 9e26, ce03, 0212, ecaade2014_195l50, sigradi2015_9.347c18, sigradi2013_390e, ijac201412201e1, 5ae2, ecaade2015_253w57, 6063, a106, c09c, 02fe, bc2f, 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