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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5ba1, 0f4a, 0c38, 2479, ae74, cd01, 973b, e1b8, 4c4c, ascaad2014_019i2, 9762, 2f36, 0676, 3c1d, 396f, 06d4, bbef, 3b06, 6459, a1f4, bdfc, e00d, 6af5, 646c, ca4c, caadria2015_130h21, 5e0c, 310d, 0a4f, ascaad2016_003s1, ijac201412405x8, ecaade2016_097t26, 082c, a758, 1f7c, 80ad, 800b, 4cbd, 91c6, 04dd, b61c, 8532, dff0, 1e5e, f74b, 2a85, 96b6, c1bf, eb59, a8ca, 93bf, ijac201412402c5, cf7f, d0de, 97e4, 4b10, 77af, bc57, 366f, 7fa8, b58c, 0927, 00b3, 754c, e705, 52a0, 2135, 3c56, 1dfd, 8876, b0cc, 21fe, acadia16_124h9, e730, 7fd3, 3559, sigradi2013_157p, aee8, d90d, 3461, 0bd4, 1a43, 98ff, bd7f, ijac201513104t3, ec6f, 8c76, b02f, c061, 8ad5, 06f9, 025a, ecaade2014_120i27, aa72, acadia14_135i, 90c8, 4966, ab08, 1f3a, 20b1, 98d0, e4ed, bdee, ed63, 1f2f, 6ffe, db94, 6089, 15af, 9776, 8e8a, 0bda, f165, e27e, 0b28, 9124, 7189, 5e47, ecaade2014_038y9, 01a5, ecaade2015_73y13, 9bd9, cfbc, sigradi2015_3.221v4, 6bf3, ecaade2014_130y28, 5878, sigradi2013_117v, 43d2, d2cd, 27fe, fe07, 7142, dc6a, 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acadia16_196i13, 91c0, ecdd, 9cdd, c9de, c8e4, ijac201614407j4, 100a, f3fb, 2554, 9ce0, 8d00, 105a, 9113, b806, 4c57, b76f, a0fe, edd7, 751b, acadia16_62f4, ecaade2014_050g12, 9a39, d1d1, 546b, sigradi2014_249n9, 17a9, 919f, 3557, bb3b, db6e, d4ed, d326, df4d, acadia14projects_681av, 2c09, bf55, 1c9f, 1884, 3681, ecaade2015_317v68, a440, d2bb, 485d, 744a, 2534, a4a6, 2244, 5eba, 34d9, 2585, 9a47, sigradi2015_3.221z4, 24fb, 63e0, ascaad2016_054u21, ecaade2015_64d13, 70e3, ascaad2016_041k16, ijac201513104u3, ecaade2013r_003h3, 40bf, c03d, 7096, 8710, 4afa, 189f, acadia14_229f, f0a9, a9f8, 042f, 7dea, d460, 20a1, 1897, 1c17, c1c7, 9886, c4b8, 184d, caadria2015_176u26, defb, sigradi2014_021r1, 1644, 27f0, 2140, acadia16_478f28, 218b, aa2c, 9ef9, 3c6c, b49f, 5230, acadia14_327d, acadia14_63e, 92aa, 0747, d3fc, sigradi2016_360bb, e3b5, 0129, 96ba, 520d, ecaade2016_162m44, ecaade2015_59m11, ijac201614208b14, 7790, 8958, ed31, 8970, 091d, 19a8, 4fd3, 5443, 0f38, 79c9, 73c6, 13f8, 6f2a, da7d, 9353, 89fd, bd14, 5f85, 52cb, 1d17, 9c7f, ecaade2015_180o38, caadria2016_881w37, d745, a596, 9c59, d9d8, c5dc, ecaade2016_042o11, b7de, 85a3, fe18, 7e49, acadia14projects_71t, 8201, 0a64, c3a6, 560c, ecaade2014_214n54, 176f, 855c, 3209, 81f9, dccc, sigradi2014_293a5, c4ae, 316e, ascaad2016_012o5, 6353, 9525, sigradi2014_345f10, 77eb, 2803, sigradi2015_9.347u17, aa51, fedb, c7c2, ascaad2014_015z8, f9ba, 5613, ijac201614405x3, bdba, dbdd, 41b4, fdc4, 217d, 3e09, 9706, f373, 7ea4, 11a8, 4bc9, 9156, 2a46, 6f57, 865e, dda5, 68bf, fe27, acadia16_206j13, 1b16, d141, 59c8, bf41, 6933, ffa3, 7746, ascaad2016_001b1, 519f, e8de, afc2, bbc8, 11e6, 80f7, 4a1a, acadia14_177s, f065, 00be, 56cd, a55d, ecaade2016_043w11, 9697, ecaade2016_230n62, ecaade2014_233p60, 938f, acadia14_479k, 8058, f80b, 3e5b, sigradi2015_3.268c5, acadia15_343b15, ascaad2016_050w20, acadia14_609am, acadia14_247s, 6abb, sigradi2013_173, 4593, 75df, 742b, df8a, 425a, 302f, acadia14projects_145aj, 52ef, 0245, 8422, acadia15_149y5, b072, 95f2, 7938, 4d15, 4660, b136, daa5, 1301, 12b9, 4779, b3ce, 102e, 03af, sigradi2015_10.138b19, f793, 6b05, 0675, 61d1, 493a, 4b32, 8695, be2f, 2c1a, 18e7, da76, ecaade2014_052w12, 91bf, acadia14projects_479ay, e64d, 2234, 3ca8, 4b6f, 1318, 89f3, 8768, 35f0, 5a11, ijac201513105d4, fe39, ede6, 045f, 977b, d33d, ecaade2015_246a56, caa3, 1a6d, 0c8a, e81d, ecaade2014_072v17, c90c, a861, 9edf, 2e82, c036, ecaade2015_284t61, a261, e42d, ecaade2015_77s14, 319a, 3d74, sigradi2016_710cc, a3ec, 1967, ecaade2015_81p15, caadria2017_094s25, 277a, e4e0, 0506, 21ff, 2bc8, acadia15_195a8, 131b, 6df7, a81d, 30f9, 96b7, f929, acadia15_251j10, e3c1, 7e6b, 32ae, e391, ee05, 2d06, 666f, 6610, 7af4, cfb4, 98b7, caadria2015_119x18, 7153, 5286, 470e, ecaade2016_230u61, d8ff, ecaade2016_230s62, cca9, caadria2017_015c5, ecaade2015_130n26, 3bbf, 7088, f950, ef98, ebbd, 6335, 7d26, ecaade2016_136u38, ascaad2016_028j11, a130, a2b6, caadria2015_126y20, a75a, 6780, 4096, decf, 040e, f7f9, ijac201412206z4, 1794, 1fcc, caadria2017_174u42, b69a, 3bc4, 4c19, aee3, d5df, dcb4, e6c0, caadria2015_203k29, be61, 6b0c, 72d5, 8e1f, 0bea, a934, ecaade2014_167m40, sigradi2015_10.309l22, sigradi2015_6.42a8, d688, e073, 8551, d095, ecaade2015_53j9, 28e4, 9934, 47d6, 38ee, f3d2, a484, dae6, b316, acadia14projects_719r, 6d4a, f983, dac5, caadria2016_871r37, caadria2016_301m13, acadia16_450r26, aa43, d18d, 122b, ecaade2014_140l31, a43b, 26fd, 4c0c, b49d, ecaade2015_61z11, b026, ecaade2014_237e61, 3877, a7ee, caadria2015_043g5, 3ce2, 3d5c, caadria2017_095c26, 04d8, ac81, 0f36, acadia16_402r24, 7955, sigradi2015_8.47k11, 548b, 7831, 7db2, c35d, d722, 9a59, 5149, 16e7, ffa9, sigradi2016_592x, 7b16, 15c7, a9fc, ascaad2016_043j17, caadria2017_009z4, 3d47, e743, sigradi2014_214d8, efd6, 41ac, bc25, 0fb1, 14df, 3090, 9c86, ascaad2014_029j8, ascaad2014_027i7, sigradi2013_205h, 8614, 2fff, f54a, 4362, 2be9, 508b, ecaade2016_210i54, 19c3, df12, 9116, acadia14projects_479z, 10db, 05e1, sigradi2014_263e1, 1de7, 2b02, 67c8, 099b, baaf, 6ab0, sigradi2016_382x, acadia14projects_23w, acadia14_219av, 0e1c, abb9, 012c, 0f94, 1e27, 4747, e27b, 6c8d, 2461, 61e5, 1bbb, 1d26, 27ba, 8d9c, 055e, 345a, f9be, acadia14_153c, 5217, f8d1, sigradi2016_592bb, c9af, 592f, dba8, d575, 8568, ccb5, d2ea, ascaad2014_014d8, 18d6, 0a7c, acadia14projects_565h, 19a4, c54b, a96c, 09dc, f73f, c0bf, 3080, dcb5, 4c61, 4072, a188, 7524, 4b22, 7127, caadria2016_725i31, c977, 5f5f, d982, acadia14_691ax, sigradi2015_6.387m9, 4257, c1ca, 2b04, ac5b, add6, 46e1, ac32, 01c8, 419b, 3dab, df6b, fbd5, bc42, e96c, 3f6d, 7cde, 5844, 1db0, acadia15_123v4, f522, 3c11, 9ca6, 035d, eee5, 3eef, ecaade2014_153c37, 92f8, 54b6, 8046, ascaad2014_012e6, 49d7, 00b8, f505, b14b, 8460, e62e, 6ff7, b8c5, ascaad2016_005x2, a3c8, f35c, 9bfb, 0e93, a108, 62e3, 2f40, bef2, 174f, sigradi2014_021p1, a499, e2b9, 9cf4, 49b8, 3c8e, e1b4, acadia14_33ao, edac, 4229, ce98, 82d3, ecbd, b8dd, ecaade2014_132b29, afc8, 3103, ijac201614105o4, 7b1d, acadia14projects_145ah, e96d, 61a8, 7170, 72d2, 5d30, 0764, 27fd, b575, 18a7, 9c82, 1c34, dc8b, 7c47, 8b08, 7f46, 15c3, e74b, 5719, f367, ff8e, acadia14_549u, e278, 624b, d290, d40f, ad58, 2d66, 3b47, 2351, 61f5, f7c7, acadia14projects_63az, 0781, f1b7, 20c2, 350a, sigradi2014_021v1, 60b7, acadia14projects_661l, d53c, 344c, acadia14_101w, caadria2017_004t2, ecaade2015_194e41, 2a1c, caadria2017_041o13, 76c0, 6a73, 538a, 4c99, ecaade2015_215p47, acadia14projects_661k, 150c, 916e, 42c0, 136c, 5aed, 4e55, 4699, ascaad2016_007s3, a360, acadia14_549s, f047, acadia16_88f6, b92e, 5b35, 45e2, 6460, b373, d009, efd2, 30aa, c881, 74b7, acadia16_344n21, ascaad2014_029s8, 21c9, d3bd, ecaade2014_038x9, 5d4d, 0e11, a9aa, b6ff, 46ad, 8e0a, f474, 6b13, 142b, 547e, dba7, a82b, 4d8f, 7cd4, f085, 8c69, 43d3, 1f56, 04ee, acadia14_709ao, cece, 060b, 6b8a, ijac201412205w3, 714e, 8857, 6d15, sigradi2013_390t, dfc8, 92da, 8829, 3795, 0e88, acadia14projects_33ai, f824, 7bec, fe89, 0614, ecaade2014_149c34, 6169, 7f28, 7030, 89dc, sigradi2016_385pp, 9658, 8a41, a711, ada7, 71ea, acf5, dd87, 341f, 3842, 1969, 45cc, ecaade2014_204b53, c7da, ijac201412302o7, 6214, caadria2017_147a39, 3020, sigradi2016_601vv, 760a, 8744, 9c63, sigradi2016_690f, ecaade2015_113n21, cab9, ecaade2016_074u21, e5a2, 0471, fa93, a6e5, f5db, b504, 6256, 2be8, ecaade2016_222d57, c88c, acadia14_125z, dbe4, 932c, ecaade2015_175r37, d6f9, c374, 6bba, ijac201513206v8, 252a, ecaade2014_152j36, ecaade2014_108l24, b91d, b97e, 0f9d, acadia16_98o7, 109c, 0197, 4097, c491, ijac201513303j11, caadria2016_373f16, ba73, fc3e, ec8e, 3c17, c64b, e5f8, 8ece, 8ce8, acadia15_297d12, ae05, b751, cc80, a970, 77e7, d8f2, 49aa, a181, 29f2, ee01, b8b8, 402e, c22f, 0cd4, 0b77, bdb4, 06f6, ef53, ecaade2014_224i57, c918, 59e2, c0e3, bc39, ecaade2013r_004r3, 8d34, d5f4, 025b, ecaade2016_068s17, 1e31, 982b, b060, 6a54, 0bc4, ecaade2015_18w2, 1304, a8d1, acadia14projects_237au, ee14, 5f18, d6d6, ecaade2016_238j63, ecaade2016_074z21, ascaad2014_032s9, 487a, caadria2016_177u7, ijac201614309m6, e33e, 61b1, f750, e181, 4fa2, fc4d, b2d6, caadria2016_045h3, 4a0b, 6e14, 55fb, 1ca5, 295d, e2bb, d6a9, df60, 7ca2, 39b6, 7744, 84a4, 3ffb, 9425, a643, ascaad2014_016e9, 3ff6, ijac201412403w5, 4768, 2528, 9874, sigradi2014_079i7, 6e42, acadia16_280r17, 0fdd, db52, a75e, fc8d, 3fe5, ecaade2016_046v12, 6dba, 435a, 6f90, 1f57, 06ac, 7dfb, cd7c, 4598, 0deb, bb57, 43e8, caadria2016_209u9, 8542, 8899, c788, b754, 8c89, 71b3, 2917, 72b3, 011d, c763, 47b3, 2fa1, 4989, 7ce4, 24fa, caadria2016_177c8, 0d66, c93c, ddf3, 53a9, dae8, 0d68, 0e53, 7fe5, ab8e, 24f2, 179a, bfdd, ecaade2015_301p65, 9903, e870, ijac201513102a2, sigradi2015_8.264u14, 18ea, a9fe, 585a, 5234, 7ff3, sigradi2015_3.11c2, ijac201513202o6, 9b9f, 81a4, c8d6, 973c, 4bc4, 7b46, 4016, d135, a7a7, 5176, 6deb, 31cd, 9540, 6b3f, c79e, 2a8c, 6e66, d6b2, 8e26, 864a, cd92, d026, ascaad2016_042t16, a820, 8d2f, 6d03, 5915, caadria2016_177d8, 59b5, dbe9, caadria2016_333o14, 8f57, 9bf7, fef5, b9ad, c2fd, 7e0f, 3d19, 374d, d0bd, 9ca8, 7572, 8ffe, caadria2015_176t26, 47c4, 332f, 0540, 297d, cd38, c6a6, f831, 85b2, 90da, 3d69, acadia14_125ac, 4c0b, f83a, 4703, 7908, 5b61, 883e, ecaade2016_169l48, 7d54, e32c, 8de9, 8129, ec91, 681a, 4017, d645, e47a, ijac201412301z5, caadria2017_023i9, 766c, 67df, e023, 3984, caadria2017_016d7, eac8, b924, 727a, 14ac, 84c9, ecaade2015_138z26, 6a8b, d8d2, a44f, caadria2017_185y44, 079f, b1c6, 8f9f, 2791, sigradi2015_6.183m8, 3cdd, ecaade2015_248y56, ec38, 3fd0, 8b09, ce23, e0a8, 7b21, bef9, 2dfa, 0151, 4a20, fbd8, 095c, 7dcf, 6795, 7a2a, 2ae6, ecaade2015_206t45, f0af, 7495, acadia14_473ae, d060, c423, 5680, c557, 12b6, 25a9, f6b6, 46cc, af99, c29b, e856, 7bce, ecaade2014_177r44, 0687, ebe7, 96c9, ed07, d33a, 6390, ecaade2016_154r42, ecaade2014_185v46, 88cd, 69b5, 3c9b, ada5, 2aa1, cea9, 1d8c, 2be1, 1fec, 0f53, caadria2017_004p2, 4295, ecaade2016_046t12, 993f, a51e, eff9, caadria2015_087i14, aa28, de17, 3c0a, ecaade2015_139d30, 5505, acadia16_116v8, caadria2015_124a20, ijac201412301p5, acadia14projects_565k, 99a4, ascaad2016_007y3, 64b7, 2d81, a48b, 299f, caadria2016_013g2, d6b9, 45b5, 6dc3, ecaade2016_025k7, 481b, e846, ecaade2015_82c16, 55bc, 646a, 520b, 991e, acadia14_33aj, 7c41, d40c, ecaade2016_095h26, ba51, 897d, sigradi2015_6.387j9, ecaade2015_297y64, 217f, e838, ecaade2016_238n63, 8e86, 52f2, 61aa, ijac201513104f3, 9f0c, fe32, 2308, 3de1, 8c29, 4fba, 281e, 3c18, sigradi2014_329v6, 2954, 9064, 66ca, c6e7, caadria2015_060p6, 6a85, 4ce2, caadria2015_030i4, 4638, acadia14projects_671m, 2894, 3887, f450, 1040, 3148, 7dca, 129f, 0b88, ecaade2016_217x55, d432, 17bd, 6f91, f89c, fe2a, 5fe9, df6e, a44c, 04b7, sigradi2015_10.7f18, 060d, 44bb, 88ae, 47e9, sigradi2016_448m, e0ff, dab1, 23a0, sigradi2013_386k, 1389, 9694, fb3c, 4c7e, 5b81, 23f3, ascaad2014_013w6, 1702, caadria2017_057p19, 2f76, 9dd7, b036, 1537, 51bc, sigradi2016_636l, eaf3, 3755, acadia15_497h22, 0bff, 3874, 80a5, caadria2017_105i28, acadia15_483y20, caadria2016_013u1, 7af9, 06ab, 50ac, 5328, c23b, 2807, 7238, ebba, 4765, 76f1, c48b, 0e23, 42fb, ascaad2014_007y3, cf3c, a6c9, d412, 5e8b, ecaade2016_118f32, a1f8, e044, ecaade2016_023s6, 2817, 7945, fa67, 2ecf, 62da, ac12, a0f6, 7a68, 1796, 14de, 01f9, 54f8, 45f3, ff3c, 3999, b40d, 0633, c846, 1ffa, sigradi2013_267u, f4eb, ijac201614407l4, 33db, 115e, 29f3, 6d00, d65d, cffe, 4bd4, sigradi2014_132o1, b9e6, b839, 57ab, 6f22, acadia14projects_117h, 52aa, f9d6, sigradi2014_155y3, ecaade2016_067h17, da14, 28ba, 97dc, 65b1, 4529, 1a15, ecaade2015_116j23, c12d, 2ab3, ecaade2014_018k4, caadria2015_162y24, b8d6, ecaade2014_167l40, 3cc3, 8cc1, caadria2017_123t32, 6c96, bb54, a840, ijac201412402w4, sigradi2013_189k, 37c9, d7a1, 02d7, ijac201614104z3, 48e6, 081d, 3933, b018, 2c33, ascaad2016_028w10, e28d, e95d, c1c1, ijac201412303p8, 7abf, c991, da00, 9b2e, caadria2016_631i27, d325, 75ea, 349b, 17da, 486a, ascaad2016_005w2, 6331, d6de, sigradi2016_737cc, b998, 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ascaad2014_029m8, ae28, f311, 12b0, faf8, 09fd, 56bc, 9e14, 7a82, 9bdc, ac39, 6508, e85f, 02fa, f705, bed5, 0480, 5586, 2dc0, d512, ascaad2014_030c9, 88bf, 8aae, 85f0, bbd2, caadria2017_080g24, caadria2017_127h34, 6ec1, f9f1, d5a6, e7dd, 6825, caadria2015_015b3, 7a01, a68c, acadia14_435av, 2c81, ijac201412405d9, 2814, 4ea0, d16e, caadria2017_122u31, aee1, 8473, c16c, ascaad2014_022j4, 0583, 9c4c, 7275, caadria2017_104s27, 8a8c, 8597, 588e, 40f0, 5eb8, b87b, ecaade2014_070l16, 3560, ecaade2016_065f16, caadria2017_035w11, caadria2017_124x32, 41dc, 68b8, aaa8, sigradi2013_366a, a428, a562, 73ea, 7850, 8405, caadria2017_136t36, 5049, cb78, 9d09, b64d, a150, 0b44, 0e51, d81e, 7ba9, 58ff, 394b, ascaad2014_022h4, 0eda, c559, ecaade2016_018d5, fb64, d316, bcc3, cde7, 1dc5, 27d9, 9435, 4829, 1b70, cd0b, ascaad2014_005i3, 45bd, 1256, eb7e, cb12, f981, 3b63, 2e5c, ed4a, 2c3a, 2648, 8fc9, bae2, 10b1, ca1c, facb, 1e7a, 5e87, a347, 0697, 2f2a, 64f1, e888, 05c3, b17a, 5853, ef15, ecaade2014_138h30, e8b6, ijac201412403t6, a7eb, acadia14_247p, fb75, eba3, 862f, ecaade2015_194z40, 18c1, 04ed, 4c13, a6dc, 7cac, 4e2d, a418, a4b9, ecaade2016_123b34, acadia16_432k25, 55b0, 67f8, c801, 9407, f169, 4864, e60e, b680, aa32, 205b, 4bea, ecaade2014_140u31, 48dd, 9cc5, abc3, d052, b3ac, f967, c610, 5716, 4a0d, 8933, f7b4, c8f1, b93e, bd95, 60c9, sigradi2014_313w5, 4cd3, eac6, sigradi2016_814g, 60a4, 3b70, beb2, 8262, f744, e3fa, 281f, bddd, 8737, e4ee, ecaade2016_222u57, d232, 0f92, 97cd, 3233, 7823, ecaade2016_140o39, caadria2015_208g31, 2a3d, af1f, 3a1d, c9b7, e9ae, caadria2017_190k45, ijac201614307o4, c6f2, 2914, 55d7, a7c3, fabd, d96f, c6b7, 6ade, 5e98, acadia14projects_445ag, ecaade2014_151d36, 96a1, 24f0, b76d, e79f, d32e, 3bd8, ecaade2015_241b55, c834, 4527, e1d2, 1138, acadia16_154k11, e934, 170a, d710, 3b0d, ecaade2014_112k26, b029, adec, ecaade2014_109v24, 8b69, d186, bf7e, 1aad, b87c, 6354, afd6, f27e, 0e82, acadia16_308z18, dfd2, c442, ecaade2016_036k9, 5464, e955, b81c, 1726, fbbf, 944f, 99ef, acadia14projects_375p, ijac201412201n1, 6291, 71be, 5269, 76b4, a213, e87e, 6bf5, 13d8, cfc9, ascaad2016_059k23, 5383, 2cab, 17c7, b8a0, acadia14projects_647as, 7f2c, 3b78, 4746, f07b, 4f65, ascaad2016_022n9, 3e5e, 9ba4, sigradi2015_11.34x23, acadia15_173p6, f7be, 0a17, ecaade2014_151e36, 8e4b, cb96, 4f95, a9ea, e99e, 0b5e, d5c8, a083, f086, acadia15_333s13, 328a, e7ec, fb0b, 4fdc, c810, 0c21, de09, 3a21, ascaad2016_027z10, acadia15_497o22, 10ed, 74d8, ecaade2015_302j66, acadia14_101af, 9349, 3fb3, ee49, 3950, 004a, 7d37, sigradi2013_401r, acadia16_372b23, ecaade2014_071b17, 087d, ascaad2014_029w7, d77b, b93a, 1bb7, dea0, 14f3, 176c, 9685, 4187, 7018, aaee, 6d52, ascaad2016_025n10, 8b68, ascaad2016_002l1, 7cd9, 28c4, e463, 95da, 43a1, 10d8, bc10, caadria2016_343e15, 77a4, ecaade2015_64p13, 9d16, c138, 9a5d, b602, ecaade2014_029c8, d628, caadria2017_015z5, ecaade2015_77v14, 7930, sigradi2015_8.239a14, ecaade2016_230l62, 93f4, 03d5, fa18, 1ecb, a70f, acadia14_291az, a524, 551b, d3cb, sigradi2016_770n, afd5, 3bac, acadia14projects_43as, f28c, 5d2b, 928f, ecaade2015_319e70, d69c, caadria2016_135d6, b7c3, 0983, 7604, 6f21, c22e, 7278, sigradi2016_490mm, ecaade2015_307l67, 3113, d813, 1f89, 941a, 0049, eadf, 9dc3, d5da, 507d, 7e02, 5730, ascaad2014_001i1, bb02, 1499, caadria2017_062v20, ijac201513102g2, acadia14_117a, a85c, 18ff, 4e28, ecaade2013r_003b3, f1ec, ecaade2014_182z45, 9793, b138, bdf0, 5687, a9a6, ee98, 396e, 0908, 8bc8, 892b, 9c29, ijac201513102f2, 5f0e, b993, 8571, 212b, 5e13, 29ab, ff4d, c42c, 386b, e006, 628a, fc49, acadia14_531x, e4c6, e31a, 9a54, be17, 4efe, e224, 8ab2, 4748, c231, d4c5, sigradi2014_141s2, f0bc, 757b, 96c6, 578b, b061, ecaade2014_111c25, 5952, 2a19, 627a, c3b8, 5bb5, d797, ascaad2014_024t5, 0da7, fdde, ascaad2014_009f5, 9be1, 5f6b, de0a, ceff, 702f, c791, 9114, ccc6, 21a1, 620a, 3f5f, bef5, b1b5, d568, 3530, 52eb, b62d, 46da, 6e33, acadia14_565ai, 33ea, 2876, fc1c, 57a5, 8ac1, e088, ecbf, 78d6, bee3, eb8f, 4e9e, ca54, ecaade2015_53s8, d9e7, 8ba1, ecaade2013r_002a2, caadria2015_188r27, ead0, a2e4, 5ac8, dc02, 4fd9, acadia14projects_719c, 4f1e, 0fbf, caadria2017_142p37, e7a1, 985a, 532b, a197, 1eb4, cfb0, e2b0, 9a21, acadia15_251l10, 92ab, ascaad2016_059m23, ascaad2014_036b2, ecaade2014_072z17, 918b, a8da, c32f, 569f, 3203, d26d, bdd8, cf22, 3206, 7e40, 0ab2, 3cc1, 412d, 7ea9, f6ff, 7445, sigradi2014_151d3, 9f73, 2311, ecaade2015_18h3, acadia14_281w, a4fd, 1f35, f43a, bac8, 738c, b604, caadria2016_311c14, 154d, e592, 89b0, 4d36, 0533, caadria2017_081p24, sigradi2013_304e, 92cd, fd28, ecaade2015_227s49, aa17, 3a4e, 52d0, ecaade2014_225l58, caadria2016_579o24, 8290, a126, 6f13, ijac201513203h7, 2ec4, ecaade2014_109s24, ecaade2014_176a44, d248, de10, sigradi2016_550l, 501b, a026, acadia14_111h, ijac201513203d7, caadria2015_072v9, 59c9, 8895, d4ad, 8270, ecaade2015_235o53, 8264, 3ab0, c27c, sigradi2015_3.268d5, 96f3, ecaade2016_118e32, bce8, f25d, 33d9, 057c, c162, 1980, 1487, 4b4c, 50f3, 5996, ecaade2016_128j35, f6b3, c2d5, 6843, d519, 9bca, ecaade2016_017o4, ecaade2014_145m33, 1676, 54bd, 4d48, 2b09, ccf7, 4204, 49c3, caadria2015_130p21, d144, 0cbc, 8087, 3906, 4d49, 47af, ijac201513102l2, sigradi2016_382z, c655, f273, f8d4, ac48, 3440, ascaad2016_023r9, c420, acadia14_23au, caadria2015_210f32, 50f4, ecaade2015_148m31, 5e8a, 0b0c, 8ff4, acadia14_63w, sigradi2016_621ee, e7b2, ecaade2015_215u47, caadria2017_047c15, caadria2017_134x35, sigradi2015_8.328r15, 28bf, 66d5, b54c, sigradi2016_601ss, 14b6, f10c, f3d1, 0c2c, 4c98, 9a57, ab35, 73fb, 27c2, ecaade2015_301z65, 62ab, e6c3, ijac201614402y1, a241, a5a7, 8a92, fb2b, 136a, 5ca7, aa40, 4107, 98f1, ec95, 6464, a12f, 958b, acadia15_81x2, 9b40, 5d76, 6566, 5c70, 0f2c, 87d7, 1855, 7ae1, bc38, 6edb, 1c72, 5c20, e205, 9d75, 8bab, 0058, sigradi2013_267d, acadia16_270g17, 5034, 4938, 17c3, 629d, b0f1, 0ff2, 28e5, 6363, 89ea, f164, sigradi2013_294u, 6f56, a42e, 6067, da13, d540, edb6, 0222, ascaad2016_043o17, 2ae5, d0d2, 5c5a, 7bd8, 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8d24, fe02, caadria2015_188w27, be25, sigradi2015_11.196m26, 6bb0, eda5, f963, b8d3, dc0e, 1554, 8b39, ascaad2016_026s10, 20f3, 8132, d037, ecaade2015_217k48, d82b, 3f15, 9b29, 58f2, ae92, 945a, d80a, 21c2, acadia14projects_135s, 4df1, ijac201412408s2, 6392, b532, b67a, ecaade2014_050f12, 3d14, 4a48, ecaade2015_180m38, 31af, sigradi2014_137l2, d971, 9763, ecaade2016_077v22, 2e51, 9a45, cac8, acadia14projects_43ac, c2b2, c84c, 7842, b9f5, d3e9, b9cc, d772, ecaade2014_239l61, ecaade2014_184p46, cf79, d07e, 8c3a, sigradi2016_544f, acadia14_365am, ascaad2014_004k2, 5c6d, db9c, sigradi2014_299d5, 2e24, 1f16, 6fea, e170, ijac201412401v3, 1973, ecaade2015_229l51, 4d81, 6946, f2ba, 90c4, d5d9, a461, ecaade2015_240t54, 0a71, 929a, cf33, 5131, 70ce, ecaade2015_169a35, a1b6, d4bb, acadia16_280j17, 9a28, e8c7, a232, sigradi2015_8.81s11, e63c, 3132, 2565, a018, afda, 2fc2, 11d8, bf94, 3ec7, 8c03, 36f4, f64c, 9da8, ijac201614309c6, 811e, 1cfd, 779e, d3ca, 66d9, b38d, 4ad5, fa3c, 95b9, ascaad2016_034h13, bcfe, cbb7, c1cd, dbee, acadia15_469f20, ba59, ecaade2015_309y67, ecaade2015_86o17, fc21, acadia14_247r, 97ec, 90bb, c7bd, ecaade2014_012u2, d631, ca8a, e1ec, c0cc, e50e, a9c3, 6810, 2332, caadria2016_311d14, 3313, b4ec, 549e, 3352, caadria2016_517a22, c462, 6203, b559, 43d4, ab5f, 28e2, a713, caadria2015_181f27, 2e19, ecaade2016_065x15, 41c9, 85af, 916f, sigradi2013_54r, a8be, ecaade2016_073y20, fa96, cc30, 6d2c, sigradi2015_10.220h20, 4865, 7988, sigradi2015_8.186c13, d5fa, 34ce, 4226, 8a6d, f6be, 4239, 65c5, 9149, 0cb2, be11, 9460, caadria2016_881b38, b8c8, e0b8, d311, 730e, cec3, d1bc, e984, a528, 6edf, acadia14_339at, 7887, 1441, 2cf9, sigradi2015_12.259b28, caadria2015_185o27, ba85, 6180, ad41, b330, ecaade2014_065d15, e41e, ascaad2016_046r19, fc33, ecaade2016_048y13, 6737, 7241, caadria2017_113l29, 09e1, 418f, 3f39, c110, 4f0c, af31, 65d8, 074d, 1669, 4929, 7fe0, caadria2017_009v4, 2eb6, b813, 9ee8, d9fe, ccde, 7d49, acadia15_451r19, acadia14_479ar, 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