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 cf2011_p092
authors Bittermann, Michael S.
year 2011
title Sustainable Conceptual Building Design using a Cognitive System
source Computer Aided Architectural Design Futures 2011 [Proceedings of the 14th International Conference on Computer Aided Architectural Design Futures / ISBN 9782874561429] Liege (Belgium) 4-8 July 2011, pp. 297-314.
summary A cognitive system for conceptual building design is presented. It is based on an adaptive multi-objective evolutionary algorithm. The adaptive approach is novel and, in contrast with conventional multi-objective evolutionary algorithms, it explores the solution space effectively, while maintaining diversity among the solutions. The suitability of the approach for conceptual design of a multi-purpose building complex is demonstrated in an application. In the application, the goal of maximizing sustainability is treated by means of a model, which is established using neural computations. The approach is found to be suitable for treating the soft nature of the sustainability concept. Also, the capability of the approach to compare the performance of alternative solutions from an unbiased viewpoint, i.e. without committing a-priori to a relative importance among the performance aspects, is demonstrated.
keywords computational design, sustainable design, adaptive evolutionary algorithm, Pareto optimality, neural computation
series CAAD Futures
email m.s.bittermann@tudelft.nl
full text file.pdf (7,565,052 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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cb2b, acadia14_219c, 7bf9, 387a, 16a8, ecaade2015_103r20, 1ef0, 7308, cb01, 45f5, 49f5, e8e3, 6b76, 4694, 9316, c02f, 89bb, caadria2015_015b3, 4484, acadia14_229n, f486, 0e67, c647, 60a5, 84d3, b4bf, af22, 37dc, 1f9f, 1789, cfb3, eac7, 0491, f7bf, ecaade2016_071r19, cdcb, ad03, 4d81, 9ef5, aca3, 87a0, 0101, 15db, 9b5b, e9fc, acadia16_352u21, ddb3, d8ce, f481, f39c, 5c19, ecaade2016_216g55, c7a1, acadia14projects_627as, 50c4, sigradi2013_411m, 7c91, ecaade2016_083c24, ffcc, 47bd, caadria2016_229v10, ecaade2015_161h34, acadia14projects_291a, 5258, baae, 5370, sigradi2015_8.47g11, ecaade2016_223m59, 7e2d, 77a8, caadria2015_188u27, f28c, 076d, 096a, 59cc, be33, a3a9, 0a5b, sigradi2016_781zz, 97d7, 66ee, a731, 4994, f08a, 2851, 6f73, 6bb9, 11dc, 28df, sigradi2013_234d, 244b, caadria2017_136r36, 7010, 52ea, 4395, d19d, e51b, 8323, aa9b, caadria2015_226s34, 91c7, ecaade2014_052f13, 2383, 9636, 25ef, 8381, ae8c, 5921, f5b2, 29e2, 4738, ijac201614305a3, 5d60, ff5b, 1ac9, 6af6, d8ff, 3d55, a273, 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sigradi2015_9.347b18, 20d7, c37b, b3b9, a5a4, 2725, 2e3c, a558, ddcf, faba, 8222, b0ae, d08f, e468, c3c6, sigradi2015_8.27m10, a5bd, f1a2, 1317, 5d3a, de4a, a411, c6b8, 2b54, 22a5, c84a, 33d1, e456, 4ec8, 1d22, 3fe1, caadria2015_137j22, a3eb, e853, 001f, 4eeb, 84ab, 8d10, d9a7, sigradi2015_10.307v20, f717, 4e5e, 7f6d, ecaade2014_237y60, ae42, 8500, 28ef, 668f, ccda, 96df, 7f7f, 4b0d, 5f04, 4167, 9ddb, acadia15_263t10, ecaade2015_48g8, 25ad, 4508, ecaade2015_21r3, f1a0, caadria2016_851t35, 84ec, ecaade2014_052m12, c51b, d5e6, 52fb, 8932, b4b2, ae5d, 2585, 484a, ff38, 215f, sigradi2016_595ii, c59e, 8b82, c0d5, caadria2015_032a5, 8431, 022b, 03e8, 65be, b3f0, a07f, ecaade2015_230b52, 8ec4, 6a80, e349, ffcd, 0fd8, 7f5b, 1416, 7dd1, 58e4, aac4, 7184, e749, acadia14projects_479aw, aac3, sigradi2016_625jj, 40d4, 3017, e130, caa3, d9cb, 8904, 4601, 49d4, 61d5, 8f68, ace4, 86dd, 6fc7, cadc, ecaade2014_156h38, aa96, d4fc, e919, a8b7, 372d, 78bd, d83a, b8bc, ecaade2016_151d41, ijac201412303v8, 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404d, 1d34, 403e, 5b23, fe81, 00a5, 3ddd, c520, 4a3c, e011, e5b3, a6e4, 37d1, 6b58, caadria2015_194t28, 0815, 073e, ecaade2014_065c15, 41d6, 45f9, d19c, 1529, 59c4, 9fda, ecaade2015_148o31, 1f8e, a170, 35c8, e1d8, 087e, fb8f, 2388, ba77, b75d, ff4f, 836b, b40e, 2cd1, 4803, c685, 50ab, f8df, caadria2017_030b11, 6952, d60e, ecaade2015_114y21, 4ac3, 567e, 56f3, 7836, 4628, 2c4e, d711, d454, acadia14projects_601y, 5d8c, 9694, 3a7a, e7f0, ab18, ascaad2016_047z19, 2c79, 5172, b53e, 109c, caadria2015_084a13, 2a33, caadria2017_046m14, ascaad2016_052i21, ecaade2016_bkos65, 7e02, 2d86, 881a, ascaad2014_019d3, 4a73, caadria2017_046u14, 0b5f, acadia16_344h21, 87fc, d01b, 0f9c, c8e1, 3915, 36f3, 1c06, 1bfe, f138, 1314, e5d4, f2e8, df70, 2425, 9745, 9d43, a9f4, 83c1, 73e0, 03a4, f871, a236, ecaade2016_048a14, fc79, 2100, ascaad2014_035z1, f322, 3b77, sigradi2015_10.378c23, sigradi2016_448ee, ccd7, acadia15_343l14, cbcd, bcc0, d0f6, b108, 1bdd, 4b4e, fb4a, 9cb4, 4b48, cc26, df3c, 8454, 904a, 62e6, 5528, 0380, 2abd, b8fd, sigradi2015_11.222u26, 1012, 33d2, 63c3, c541, cadd, f08e, 1904, 5140, 9f9c, 4145, 9832, 1002, ecaade2016_134c38, e86b, ae9c, 0fab, caadria2017_185w44, edc0, f37c, 4986, 95ce, 981b, adfd, 6498, b6b3, caadria2015_114h18, acadia14_619ar, caadria2016_871r37, 7217, edcd, ijac201513201f6, ecaade2016_182r49, 224d, 688f, d6d0, 56a9, 7e50, 0919, e84c, 75df, ecaade2014_149u34, 156c, c21b, eea1, 8076, 13ac, sigradi2014_213w7, 6e55, 0e21, 6aab, d7f3, a76b, 3e6d, 22a4, ascaad2014_022f4, 1069, b377, 70a6, sigradi2014_018k1, 6a4c, c28a, 593e, 3dfb, 214a, ecaade2014_010k1, f181, 7e30, 402e, sigradi2013_303s, 03a5, sigradi2013_74d, acadia14projects_555i, ijac201614305g3, e883, ecaade2016_134b38, 1bcd, c4fb, 8daa, 2c89, 9d6d, f54a, 9ac7, 1dc6, acadia14projects_497s, 61f7, ad86, 4b55, 7b34, ac40, a52a, 3c95, ijac201513304d12, 041d, sigradi2016_815gg, 152e, fe2a, sigradi2016_815hh, caadria2016_611d26, ijac201412301l6, d72b, 3e2e, 1345, ecaa, 24e4, sigradi2016_625hh, d201, 205c, 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sigradi2013_183s, 500d, 80f2, 0ca1, 673a, 0f6c, a5d5, ef80, ascaad2016_038c15, 86b4, 2e20, a593, caadria2016_477z19, 24b2, e104, dc16, 5913, caee, 1a4e, 8308, acadia16_78v5, ecaade2016_006k1, acadia14projects_589b, 3508, acadia14_167t, 3b35, a3a1, 0b39, acadia14projects_117ax, 1566, 1d84, 9d21, 9cd7, caadria2015_188e28, 0f79, ab0a, ecaade2016_243v64, ascaad2014_005x2, 6b60, b3e1, 4f24, 6d14, 2e26, 92b2, sigradi2015_11.71g24, b363, 74fb, 9642, d730, e659, ijac201614105t5, 33f6, 6d23, a0a5, 6991, acadia15_395v16, 489e, 7b1d, 1603, 77df, 50b4, 5d71, 871f, 8635, 6c44, 4ec7, 388a, ffc1, 492b, 9533, e54a, fad5, 49b5, 9f0d, 864c, a2f8, ecaade2015_241t55, f5ce, 3d2b, 25ee, b785, bedc, ijac201614201k7, 650b, 1b56, d987, 4fbe, 40c8, 51c4, 0406, 1b20, acadia16_318p19, ecaade2016_162b45, 62e4, 145e, b6c7, 093d, ijac201412408y2, ed38, caadria2015_150a24, 25ae, ascaad2016_003b2, 662a, da5c, cb6a, 5d48, c643, 5ffe, f399, f163, f8b1, c5f0, a51d, 4ec0, fda5, c5b1, 93d8, acadia14projects_463i, 52da, 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ecaade2016_078n23, d016, 6bbf, f54b, 99be, caadria2016_135b6, 0f5b, 1ad3, 8058, 2c94, 8ec3, dcba, 8fbb, 2e87, a98d, 7368, 9913, 989e, 07d7, sigradi2014_263e1, sigradi2015_8.339v15, sigradi2014_108c9, ijac201513201c6, 9820, 21f6, 6c9f, 56a1, 02ae, b40a, ecaade2015_309u67, 0dfa, 718c, 0e39, 18aa, 711b, 0987, e71e, 34e6, fdab, ecaade2016_011x2, 5ebf, fc02, sigradi2016_426b, f78b, 93fa, 3bc8, 91f2, e10a, 9995, caadria2017_062z20, ecaade2014_019i5, 7606, d5ca, 87ac, 694a, ec2c, 365a, fd70, ff15, 602a, 148f, 71e9, 47da, 58c6, 116b, 3d6b, 0f1c, bc73, b67c, b010, 08e4, 7cdd, 2848, bd5b, 6157, fe8c, 4ac9, 757b, ecaade2016_225v60, 4ab9, 307a, sigradi2016_443ss, 8873, 1511, ijac201513202j6, fd2b, dec4, ascaad2014_008t4, 619a, f33f, 36f2, ascaad2014_021y3, ascaad2016_040a16, 2c40, bc7b, de8a, ecaade2016_208p53, c325, ecaade2016_046x12, d5a0, sigradi2013_194s, 3767, ecaade2016_118j32, f60d, aaad, 512a, 60a1, b8c1, 62c5, 3d02, ecaade2015_317b69, ecaade2015_235v53, acadia14_531r, ecaade2015_309w67, f029, 9ddd, 4198, bfed, 2998, acadia16_154g11, sigradi2013_375g, acadia14_479as, f3eb, acadia14projects_267p, sigradi2013_194v, abb6, 6f11, 42ae, ascaad2016_040b16, sigradi2013_401i, 5b20, 9b29, 58b9, 8278, d869, sigradi2013_117c, 0c98, cf4f, 766b, 6f61, ea3f, 8af4, caadria2016_095u4, 80b3, f4d5, sigradi2016_550m, d36c, 4d86, 38a9, 759f, ad74, 34f8, 2115, e6f3, caadria2015_102w15, acadia14projects_579b, debe, 3b6e, 05e9, sigradi2014_048s4, b7a9, caadria2016_105w4, 3ceb, 6d1a, 8805, ijac201614405z3, 9e43, d1be, sigradi2013_337, d658, f76c, 6d7c, 6e76, 2b38, 402d, 023d, a2d1, ecaade2015_304w66, 7439, d03d, ecaade2015_22r4, f573, dc2c, 4864, ecaade2015_11f1, 0623, 0bf4, f420, 8c4d, a905, 5b3c, 90d3, 5f86, 70e4, 94ad, acadia15_251r10, 2d51, c76e, b35d, 24e1, 50af, d330, sigradi2013_311i, 1335, f0d6, ca5c, sigradi2016_450xx, f3b5, d365, 04da, ascaad2014_003o1, 08bd, d236, 02df, 4cc9, 10fc, 0a72, 413e, 65a5, caadria2016_611s25, 599d, ascaad2016_005x2, 6646, b4d1, ec54, b560, 0a0c, 7efe, c1a1, caadria2016_673b29, 0548, a9d8, ecaade2014_218y55, 094e, cbca, acadia14projects_609ai, a5c3, caadria2016_321m14, 2147, d71f, eb32, b40c, 87f2, 057e, 15e2, db31, 5cae, 7c8b, f936, ecaade2016_067e17, d36e, 5c98, 431b, 9a3a, 92c4, f5df, bda5, 654e, da9c, bccf, b95c, 3e64, sigradi2016_490bb, 614b, ecaade2014_092d22, 4816, fc52, 0c4e, f9d2, c996, 1804, d512, dcc7, ef2d, f46a, 9d5f, e387, caadria2015_213w32, 1c14, 8374, 34d8, 6bdf, fae9, 50fa, acadia15_263f11, ecaade2015_13m1, 42c0, 872e, d5fa, 352e, 4ef4, f3ab, f4e3, e00b, a768, acadia14projects_247y, 7601, d3c8, b3bc, ecaade2016_068z17, ijac201412304t1, acadia14projects_75d, 1874, 01e4, 30bb, ecaade2014_112b26, d5db, 2e65, ecaade2015_302k66, caae, 91b6, f422, 4757, dcf4, 92ee, 610c, 9c53, 013a, 5761, 96e8, 2ea1, c63b, 6ccc, 117a, 740e, 2ddf, 1217, 5174, ecaade2014_121n27, ecaade2013r_004o3, 5210, 894a, ijac201412203a2, 291b, 9626, 682f, e165, acadia14_63at, cbb6, 8827, 3aaa, acf7, acadia14projects_389az, ecaade2015_307p67, acadia15_123n4, cdc0, 71ab, 0a08, d2df, fdb7, 44ba, c2ba, ijac201412404f8, 323b, caadria2016_621y26, 0cde, e12d, d572, 5abf, caadria2016_539c23, bf25, a554, 656c, ee8a, 9e0c, 124f, 17da, 962c, d3a2, 3b7a, ecaade2015_59h11, b8fe, aea1, cd3a, 9f7b, 7212, ba73, 46ef, acadia14_661, 2e9f, sigradi2013_52h, 85fc, ed73, sigradi2016_484c, 1b94, 2ca0, 2dad, ef43, 843b, c8fd, f275, 47f5, 40f6, f6fd, f89c, f449, b1ec, sigradi2015_11.196k26, caadria2016_013i2, 6c38, 4307, ecaade2014_016f4, ba91, 9a0a, 73b7, 95a2, 905b, acadia15_497h22, 92e4, d328, 49f4, 7be2, ecaade2015_138a28, 1aad, ecaade2015_307o67, fe41, ascaad2016_003w1, 8307, faec, 66b3, fa43, f3ef, ecaade2016_217l55, ddb6, 67f8, 95fb, caadria2016_621v26, da20, 92b6, d1b4, 38a1, ecaade2014_173a43, f3f2, cdf5, 5d70, 3cb1, b533, 8ef6, bbf7, 8db5, 2859, 3fa1, a7e2, caadria2017_046s14, 28c9, ecaade2015_196n42, sigradi2015_11.196l26, ab33, 09e9, 55bb, ijac201513203y6, be6f, ascaad2014_017n1, acadia14_63ak, c6b1, bb39, 3175, 94a9, cc16, 771b, sigradi2014_303i5, 0c90, a323, 0cf7, 4c67, 80ab, f814, a0ec, ijac201513201e6, 83c3, 1d40, a590, 553a, 5d22, ijac201412403f7, b6bf, af61, a5fe, acadia15_357m15, 88b1, 88e0, b6fa, 12f5, 4495, 4b69, a646, c504, ecaade2014_024l7, f8b2, ecaade2014_145h33, d457, 82a8, caadria2017_175e43, 2293, b0e4, 100b, caadria2015_203k29, 9071, 144f, caadria2016_177t7, 7341, fa9e, b61a, bd08, dd6d, ea2c, 8187, baea, cd9c, c394, 7c1e, 0c27, a86d, b678, 482a, 9a36, bf05, 4cef, ascaad2014_036f2, fc38, 1ac5, 338b, 735c, 6c85, bf46, 8f30, c0e8, 6ac7, acadia15_149t5, 0dcc, 4ce7, ee34, acadia16_478w27, 8065, 337d, ba8f, d844, ijac201614206c11, fc97, 0056, sigradi2015_10.138v18, 7b77, 3144, 7c98, c80e, bc36, sigradi2015_10.309d22, dbd2, 3ede, d212, 3d99, 39cc, e9b1, 03be, 25b2, 44a3, c9fe, caadria2015_126l20, d6a0, ff90, 1fb3, a8fb, 72ef, c045, sigradi2016_729xx, 536a, ijac201513301z9, fa90, 468f, b5f2, 939c, 3308, 9af9, ijac201614201t6, d87a, 7ed4, 8b81, 7939, 0d08, 4ede, 07e5, 7bc8, 24d5, ecaade2016_224c60, cadf, f7a9, sigradi2015_8.47i11, 3cd5, 955e, acadia14projects_153ap, 03d4, 6d04, 6392, acadia15_185f7, 7c47, caadria2016_777d33, sigradi2014_232p8, 4b83, 69a4, 8766, 69aa, caadria2017_190l45, ecaade2015_194d41, 8be9, bf8c, b596, b909, 570f, 375e, 6023, e3df, e77e, d081, 8876, caadria2017_023g9, c604, acadia14_339ae, c445, ijac201412303f9, 7918, 7690, 9603, caadria2015_246w35, 6b4d, 749a, ee2c, aafc, d0e3, acadia15_203i8, acadia14projects_609ad, 54ad, 938f, ecaade2016_032z8, fb07, 68a1, ijac201513201z5, 8f9d, 33b9, f3fa, sigradi2016_816yy, 44ed, f801, 4b6c, 75c6, 237b, c118, ecaade2014_176j44, 64a6, ecaade2014_143m32, d12f, 9250, e218, ac90, 08ae, f485, b183, 9acd, 97b6, 53a0, ascaad2014_005e3, 18bc, ecaade2016_102d28, ecaade2013r_009t5, ecaade2016_217y55, bb75, 5e6a, 7356, bfa0, b177, sigradi2014_313h6, b6e3, 5962, 5492, 5d09, acadia14_291d, ecaade2014_010s1, bfd1, 2ee7, ff81, 8530, 6eb7, 0d30, d974, 1c6f, 89b1, fd1c, a43d, e935, 745e, 4c1f, 6a26, 593b, 271e, sigradi2015_8.186j12, ea23, 3426, b95d, ijac201513201m5, 29f3, 3f76, 5065, 4c86, ijac201513202h6, aa7e, a1a9, b9c0, ijac201513201v5, e90d, b3d1, 3d32, 831e, a6af, afc4, 4adb, 3384, c5a5, caadria2017_096x26, 6959, acadia16_12j2, f821, 09ca, a37c, 37bc, 2c82, 8c24, 36d1, 5e28, e2ef, 6135, aa41, ijac201513206h9, e495, 34c5, 288f, ascaad2014_024a6, sigradi2015_11.136r24, d781, ijac201614207s11, 4c80, f203, caadria2016_839o35, e943, ebdd, 1161, sigradi2016_814t, 6385, 0423, bb2f, da95, f124, 05bf, ee23, 6425, 10f3, c86d, cccb, af7e, 9e27, 95b9, acadia14_281v, 8b74, d5b5, 8da4, c422, f44c, b253, caadria2016_457o19, dd7a, ae41, fbc5, 5195, ascaad2016_033w12, acadia14projects_135j, caadria2015_210h32, acadia14_177s, e1e9, a7b0, 8c94, 5c53, 0d8a, acadia14_473ad, b306, 98bf, 9868, 9fe1, 23e7, 238f, a1d7, caec, 19bc, ijac201412408h2, bcbc, 9c67, 4604, 4ff0, e5b1, ecaade2014_086t20, da2c, 37c5, 0ba0, 99e1, caf2, 012b, 52bb, sigradi2016_803cc, ecaade2015_129n25, fd19, 145f, 659c, 371d, ascaad2016_021c8, 3448, e628, 0a11, 3703, 07a0, 55c6, 4664, f658, 6b64, 7315, 09af, 7021, ascaad2014_008b5, c2f4, 04a5, ecaade2015_302l66, 2e73, ef72, acadia14projects_81m, 5489, b1af, sigradi2013_389, sigradi2013_184a, 7056, e850, ijac201412403v5, b03b, 6656, 68e7, 25f1, ecaade2014_156c38, 600a, 40f1, f233, 92cd, 5b90, bd8b, 1109, e46b, 5ae8, sigradi2015_12.297k28, 672f, acadia14projects_339aa, b28c, f5e0, 2378, 69f2, acadia14_317w, ascaad2014_016i9, caadria2017_003s1, acadia14projects_609az, ecaade2014_011j2, ecaade2016_165y46, ecaade2016_161x43, cfe2, 0ee1, 11d3, 8669, ecaade2015_246y55, a9bf, 1b74, 4139, 7ca8, f1ff, 5b98, a967, 10c1, ee76, bd52, d149, 227c, 3905, 2011, ecaade2014_072g17, caadria2017_118a31, 88e7, 1702, 483a, ecaade2014_019f5, 2122, 1489, 1ccf, e08a, sigradi2014_347o10, b7ec, e969, ecaade2015_195r41, b641, 58d6, ijac201614204o9, 3600, ijac201614305c3, 0351, bb60, 33dd, 6d82, acadia15_195z7, acadia16_154e11, 3087, 7afd, 0ed6, e3a1, acadia14projects_317aa, 8746, 11ce, 0207, sigradi2013_267, 9573, a434, 4335, 3219, acadia14projects_131ap, ecaade2013r_014k8, 3376, 4a8b, 6736, 7feb, 42bf, 1bd2, 43be, 8582, b574, 3b3c, 8ee1, e082, 8d71, 8617, 9088, bd9b, 14be, 6bb7, acadia16_478b28, 9648, 9a0d, c4f2, 64d8, f17e, 3667, 583e, abad, 1709, 454d, bd1a, dce0, c37d, 11b9, df47, ecaade2014_038i9, 00af, 8910, f8d2, caadria2017_037a12, b4bc, sigradi2015_11.136j24, 2a81, ecaade2016_071b20, sigradi2013_268f, be11, b41c, 1bcb, 5767, e201, acadia15_185r7, 4449, sigradi2016_602xx, 6a67, bd01, 89b5, 280b, caadria2015_090f15, 2320, f7e5, 26f8, ecaade2014_186w47, caadria2017_183k44, 9720, c573, f214, 140b, ecaade2015_79f15, a86f, 91eb, 5a14, cd40, 17fa, cd22, 718d, b0eb, 7766, cf0c, 1975, ec87, c72b, acadia14_435ay, a1e5, 72a2, 86db, acadia16_196e13, eccd, sigradi2013_280t, 1c4c, acadia15_161e6, ascaad2016_045z18, ecaade2016_018t4, 30b5, 0bd9, 78cc, ascaad2014_001d1, 3035, ba4b, 8e3a, 81cb, 0f9a, ecaade2016_077r22, 4e0b, a92e, b076, caadria2015_081p12, 989b, 9ac3, a32c, ecaade2014_232t59, b231, 1fa9, acadia14projects_661p, 8b08, ae0f, 0c5a, af3e, cf57, caadria2017_124u33, caadria2016_559y23, 25c7, ascaad2014_013t6, 2d57, ad48, sigradi2016_571ss, 7577, 50b6, e98f, ecaade2014_187e48, 1c3e, b4f4, c7ad, d7cb, 8153, 7a70, c8d4, 1dd4, b7c4, 9719, sigradi2014_159g4, 2502, 44a8, 063b, b952, b1b2, 0ad5, c67b, ecaade2015_138i29, ca72, 5251, 598d, 8251, ecaade2013r_004w3, 8040, 6971, eaf3, d2f8, 586d, 76cc, acadia16_382c24, 649c, 632b, caadria2017_067i21, acadia16_344z20, 3539, caadria2015_181f27, 820f, 5a3d, fcdf, f626, caadria2015_061g7, ecaade2015_329l71, 8a1b, d41e, caadria2017_062v20, b1de, fa8b, 5e14, ecaade2014_237v60, a413, e9ff, 8283, sigradi2014_265x1, 5ea1, sigradi2015_sp_10.179i31, f88b, df16, caadria2017_165z41, ijac201614104j4, ecaade2014_108g24, e1ce, ecaade2013r_010r6, 9865, 6df6, 739e, caadria2017_004s2, 91ab, b2c9, ijac201513303r11, a9a9, 5dda, 4758, f5b6, ascaad2016_030d12, 7cd5, 462d, fee9, 00f5, 2bb5, e727, 2889, 4e0d, 8000, 6fc4, 53f7, a173, 37cf, d27c, 7661, b4b5, 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acadia14projects_565u, ecaade2016_161z43, f1ae, 4430, 3af8, sigradi2015_6.42z7, d364, a391, dbc1, cf59, 7e42, 0483, df54, a878, 505d, fe93, 6f69, 7864, e8b8, 3a4f, d179, bef4, abde, 66eb, 30fe, f926, ac8b, ecaade2016_224h60, ecaade2016_222y57, 9516, 649d, sigradi2016_534vv, f3d0, d95c, 6fd5, 2fc0, 95ea, c163, ee16, 238e, 0661, 7f0d, f409, ecaade2016_025a7, 0a68, ijac201614403h2, f83e, 5e52, f9a5, 247c, 16cb, f1fe, 1a4f, 0830, 5643, 65ab, 7c4a, c044, ec65, ecaade2015_61h12, 16d3, 815e, aa45, ijac201614201p6, acadia15_137e5, aeeb, d1a7, 9904, 0e16, d81b, cd82, ab0c, 8d7d, ad73, c115, 4bbf, b7e0, acadia14projects_267g, a467, 35d2, ebf6, dace, 9044, 0dd1, 12a0, 862a, 4c02, caadria2016_321j14, 51f2, 0bc9, 7c68, 14d5, fbe9, f23f, 42b6, c30c, 9619, b18c, c9ab, 63f3, acadia14_579f, 3b18, d1e3, a9b3, 49d3, 96f5, 0724, ijac201513103a3, 6cb0, 28a9, caadria2017_070p22, cd46, 9ded, 59e7, b09b, 47cf, 4fe5, c2c7, fb1b, dabb, 1e7c, db24, 398c, 942c, b70c, cfa7, 65fe, 1254, ed6a, a9c9, 5bdd, 52df, acadia15_395c17, 52f3, 216b, 6403, 61fd, 0d0a, ecaade2016_067i17, a22a, c06d, 04bb, 10fb, 879e, ec07, 4044, dc7f, 9e2f, 7e1e, 924f, ecaade2014_052n12, 94e7, 94fd, 6b90, b813, a36f, 724d, 453a, 7656, 7183, cd6c, 34a6, 4e07, ascaad2014_014v7, 13d0, ecaade2015_207s46, eb8b, f4bd, 839d, a327, 1439, 8335, 7369, ebde, b859, 18cb, ae0c, be59, 288c, 2e7d, caadria2017_110k29, 3d75, ecaade2016_154i42, e4ae, a4a2, sigradi2013_226v, 937c, ascaad2014_017t1, 3147, c37c, 743c, f644, e031, ec49, f1b8, 0e5c, ae7c, bb07, bbf9, 321d, 7d3f, 9f58, d731, b535, 18ac, 941a, b341, f7f0, ijac201614302s1, caadria2015_150y23, da67, 67c9, 4552, caadria2016_497b21, ab93, b732, 35ba, 8b18, 0bb1, sigradi2015_6.151h8, e4f6, caadria2017_027s9, ecaade2015_318p69, de95, acadia15_57k2, ecf7, 9d26, ecaade2014_010p1, ca8b, ecaade2013r_008n5, 2d68, 020e, d8e0, 1d8c, acadia14_177ag, ecaade2013r_001b1, 38b2, sigradi2013_286h, 6fbe, 00a2, 1fb4, 4ef2, c3d3, ecaade2014_105b24, a1f0, 24c8, b713, ecaade2015_329k71, sigradi2013_343c, 8fa3, 29a0, d788, d4aa, 124e, f90a, 74c6, a29b, 9a0c, d28c, 2f67, 84f0, 28db, 1e58, 2415, f8a4, 6821, ijac201412205t3, ae77, d107, 51cb, e4ca, 2fe3, ffd0, 6970, 927f, c919, 8630, d996, c9c2, e02a, 4920, 7aa9, c373, af02, fffa, ijac201513306g13, 5a0c, 32a2, d3ae, caadria2017_147u38, ada6, ddc3, 4295, 9e4a, 8b49, 1615, b16f, c98a, d168, acadia14projects_389ax, sigradi2016_781qq, ecaade2015_206r45, ijac201614307r4, 7849, 0a0f, 2eb7, 98bc, c40d, ecaade2015_196s42, 9188, b3df, e4eb, 23a4, e964, ecaade2014_024t7, 9897, 7e44, ff0f, 95de, 8616, sigradi2015_3.345r5, 81ab, e0db, dbf6, 20c7, 6bd3, caadria2015_070j9, 2f6c, 1184, 61bd, 175b, 4504, 61b5, 62d2, 42d8, sigradi2013_117k, caadria2015_139y22, 9bc2, acadia15_323e13, e172, 5c1b, e5f5, 256e, 3a51, 5e2d, ded3, 6427, df2c, 56b3, ecaade2016_025e7, ascaad2016_045e18, 3f6c, 9978, 10cf, ecaade2015_240z54, b87e, 1d9e, 7804, 5552, ae3b, cecc, d8d9, fa96, b312, 2d05, 27b0, f89f, 06b2, ecaade2015_64s13, 7bee, 9085, ecaade2014_133y29, 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acadia14_435az, 7737, 0fff, caadria2015_206e30, 2787, ccf2, 06b6, 1c8e, sigradi2013_295c, 28f1, acadia14projects_389f, b3e9, acadia15_483v20, ascaad2016_045s18, 10bd, ijac201513206r9, 3deb, 3b97, ecaade2016_147w40, 489f, 4394, ecaade2014_162u39, df9c, 1e7f, c44a, 9bfc, sigradi2014_299c5, 60a6, ijac201412405n8, ecaade2016_166i47, ec33, 9644, ascaad2016_004g2, b070, d35e, 4f07, c17a, ecaade2016_142b40, c4b2, b779, ecaade2015_28y5, 3cfe, 588a, fc92, 6efb, fe75, ijac201412204e3, ffa2, 4528, ecaade2016_230r62, 946e, 2e7c, d7d3, 1f00, dd12, 4be2, 64ec, 4d03, 002d, 6ecd, e4e8, 4e37, 28cb, 06a5, 3fa4, b989, caadria2017_182r43, 7d0c, b148, d3f6, ijac201412205r3, 2633, c016, a7da, 30f7, sigradi2016_592u, 925a, d75d, ca62, ecaade2015_114j22, 8d6c, sigradi2016_732d, b79b, acadia15_203g8, f0a3, 333a, 6857, a717, 3cc2, b5e7, fe4e, f719, ijac201513303u10, 6f9c, 1d17, 5558, 19bd, sigradi2013_414a, 04a2, 98d9, 59bd, 1cd7, 2f27, abdc, e07e, 1df3, 3786, 4d76, 4674, ecaade2016_136x38, ccd4, b365, c5fb, 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