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 ijac201513202
authors Su; Zhouzhou and Wei Yan
year 2015
title Creating and Improving a Closed Loop: Design Optimization and Knowledge Discovery in Architecture
source International Journal of Architectural Computing vol. 13 - no. 2, 123-142
summary This paper presents computational methods for creating and improving a closed loop of design optimization and knowledge discovery in architecture. It first introduces a design knowledge-assisted optimization improvement method with the technique - offline simulation - to reduce the computing time and improve the efficiency of the design optimization process utilizing architectural domain knowledge. It then describes a new design knowledge discovery system where design knowledge can be discovered from optimization through an automatic data mining approach. The discovered knowledge has the potential to further help improve the efficiency of the optimization method, thus forming a closed loop of improving optimization and knowledge discovery. The demonstration and validation of both methods are presented in the context of a case study with parametric form-finding for a nursing unit design with two design objectives: minimizing the nursesí travel distance and maximizing daylighting performance in patient rooms.
series journal
full text file.pdf ( 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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3808, ecaade2016_021u5, sigradi2016_407o, 5523, 1040, caadria2015_172e26, acadia14_555c, 5e83, b352, acadia15_395f17, 9eaa, ae20, 5fd3, acadia14projects_339aw, d1a2, 7949, acbd, ffee, 3330, caadria2015_060u6, ijac201513201l5, 4b0d, ecaade2016_071u18, b501, b348, e4cf, acadia14_63aj, c065, 33ac, ecaade2015_246b56, acadia14_427an, dc8d, b9fc, sigradi2013_425r, 8cf8, 10e5, 8c24, 7e60, 90b1, a913, acadia15_483y20, 1f73, 721c, ecaade2016_mrti66, d448, 702c, ecaade2015_176z37, d4c6, 7764, 84e3, 735a, a51e, 1728, 9d66, bbc8, 6b04, caadria2017_124a33, ecaade2015_293y63, 6a98, 7872, c242, 0e79, 7517, bcbf, caadria2015_139y22, 41ba, 00a0, aed7, 9148, 45d3, 1292, 790a, dee1, 4066, 309d, a363, 50a1, c494, f39f, 15a0, 6eaa, ecaade2014_015v3, 9f97, sigradi2013_387g, 0a70, 137b, 330e, 7d55, dc68, sigradi2015_12.215t27, b2ca, bde4, 630f, 659b, ijac201614307u4, 0cb4, 1146, 2c3a, e437, ecaade2015_11b1, acadia14_661e, 32d7, 2e94, 84b1, d68d, caadria2017_040m12, f176, 7ca4, 4c93, 0c3b, ecaade2016_238s63, cd8d, 5fab, sigradi2016_659m, 410e, ecaade2013r_004e4, 20ff, e47b, caadria2016_405c17, efa4, 7f30, 1f4e, acadia14_177p, b772, 5bf3, 556a, cecb, 97a4, 3c5b, ijac201412403r6, 3d51, f472, 998e, aa17, 1e2b, fc26, 3428, b321, 8ab4, 311f, 8156, 6c5f, 599f, 0ab2, ascaad2014_026a7, 4249, 0e60, 4234, sigradi2016_817s, 3c8a, 72cf, 7bdf, 50e1, 2511, caadria2017_163e41, a50c, 99f5, ijac201412408l2, 14e4, acadia16_432l25, f0b1, 3512, ecc1, 705e, 336f, 5914, bfc4, 3d64, c9fa, a2c5, 24ec, 370f, sigradi2016_426i, 9910, 4035, b12b, 5800, 94fe, caadria2015_010s1, ijac201513303o11, fc54, b56f, a2cd, 197b, bee5, 97cc, 862f, c481, eb9f, 3195, 0415, a06c, 41c4, 58eb, e0c3, c943, d483, beba, ecaade2014_143t32, e4e2, 904d, acadia14projects_601ai, 8cf0, f0d4, 882e, 423d, 8be1, sigradi2015_8.264p14, 3bf5, e67a, 1b76, 4521, 5507, ecaade2014_127p28, 5b6f, e96e, sigradi2015_8.186o12, ijac201614309b6, 0d3a, a74a, c218, c423, a63d, 80cf, 1ab7, 5312, ba20, acadia16_298i18, aca8, 97bd, 73cb, 1250, 1541, 17a5, sigradi2016_484j, c633, 8022, ecaade2014_078t18, 826d, 53e1, a940, ecaade2015_175o37, 08ce, 2138, 285c, dc39, 47fc, 7e17, caadria2015_206m30, e470, ca75, ead3, acadia16_224v14, 16d0, sigradi2015_3.345u5, d640, 60be, caadria2016_549p23, 1186, 32a0, 97e8, 093d, ccf1, ecaade2014_084s19, 0c80, 51c5, acadia15_343b15, sigradi2014_030a2, 0731, ca31, 54b2, ecaade2015_130y25, 65da, 91bf, e380, c635, 348f, 97f2, 0ec3, 7f8a, 157e, 9a7e, 69ac, 62dd, 49df, fe46, c588, 6754, f4fd, 3aad, 314f, 4690, b1ae, 34c4, sigradi2013_389l, 19e9, 571f, ecaade2014_066j15, 3bfe, d4e3, 9f3c, b593, 7170, 9eb4, b591, 7dfc, 7ff0, 2059, 9280, 7682, 005a, fe38, d62d, ecaade2016_089w24, d69e, bed7, 7469, df6c, d949, 35e4, d4bb, sigradi2013_117t, fb77, d398, 409d, 5a71, 79a1, ccc3, sigradi2013_359e, 8d0b, 239e, 419c, d38c, 8909, 6714, 3ee5, 69ca, 5119, e594, 6086, acadia14projects_135n, 0f4d, 1e07, 969c, 851e, 7bf5, ijac201614307x4, ijac201513101l1, 12af, 9cbf, 0ee2, ecaade2015_221v48, caadria2017_021j8, ecaade2014_016b4, 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sigradi2015_10.307l21, 8422, ijac201614208c13, 50ef, 1490, c026, 5d82, daec, caadria2017_028c10, ecaade2016_152r41, 59d5, ecaade2015_314h68, bd80, 883b, 4d42, fd3f, a907, b777, 6123, c9cf, 1af6, 22cf, 936e, caadria2017_072z22, df2b, 2c68, fff6, 85bd, 88f7, b5b6, be06, ecaade2016_075l22, 8717, f94f, 808d, a0b6, 802a, ef5f, 6db5, c326, 66ce, 269b, 59e4, 7e18, dcc9, 6495, 2f1c, 8515, 2f4d, 0ac7, e062, ecaade2016_065d16, a214, 177d, fbe5, e037, 5bcd, 73f8, bf7e, 3082, caadria2015_226k34, 16a1, 043f, sigradi2013_244r, cd85, acadia14projects_229h, 4dde, aa30, 7c40, 5b55, 1d42, ace2, 889d, 95c0, 2d2d, ijac201412403f7, a667, acadia14_281y, ijac201614401a1, 27d4, 84a2, caadria2015_226y34, db56, b875, 3b54, c8c2, c82c, cf0e, ijac201412203c2, 2e0a, e47f, 7612, caadria2015_206j30, a8d6, b45f, 500f, 0b53, 3469, 27eb, 3432, ecaade2015_17v2, 6333, 84d8, 921a, 7027, ff03, 280f, 8f67, sigradi2013_311k, 1aa0, ecaade2016_126o34, 2e98, 0eba, caadria2016_383t16, ee3b, sigradi2015_4.219z6, ac07, 2923, 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309e, dba9, 2e44, c3e6, ed4f, 56b9, 9cec, 1f27, 35ac, d5d2, 3788, ijac201614405e3, 823d, 4cbd, e01d, 2d46, caadria2017_149h39, b67e, dd3a, 0953, 1301, caadria2016_529o22, 5ce8, 9e8b, 5933, f601, cb91, 96a8, 9622, 14fe, a878, e0df, acadia14projects_699e, 89dc, b86e, 9471, 1c5b, fd13, 6ddf, 4320, c2d9, ecaade2015_235k53, fba8, 68ec, caadria2016_003i1, b4e8, 7fe4, 35ff, 9db2, 4d08, 3c39, 133d, 94d2, ecaade2016_166l47, ed16, b080, 09d9, 7f9f, 1a81, sigradi2014_048u4, ascaad2016_010s4, d3e2, 331f, ecaade2014_201d52, ecaade2015_284w61, 4b69, 1775, 15d6, acadia16_174d12, e47a, d45b, 7d16, caadria2016_579v24, 7488, b3b7, e9ff, sigradi2013_41z, caadria2017_027l9, 9bb6, 6e77, 7e2e, 865c, 42bd, 52ff, 7ad5, b1a5, ff5b, ecaade2014_184l46, 1f09, 481c, 609b, edcb, 885a, a79a, ecaade2014_163e40, fdb9, ijac201614201j6, 361e, c60b, e356, d867, 2013, ecaade2014_022x5, df41, b9a8, dc03, 5daa, df2c, f142, 95f3, c82d, 2d26, ecaade2015_72z13, f3a0, 4cc6, bc52, 489e, e9a3, b6d4, d912, acadia14projects_247j, 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acc5, 384f, b871, ecaade2016_099n27, 2266, 1b72, 83bd, 4e6c, 85dc, ce96, de05, 6460, acadia14projects_219av, 05b5, 76d4, 756b, aeac, ijac201513205z7, 1eaa, eb83, 9a03, f91a, 3831, d3b1, adf1, 70d0, 8eb4, 5c0e, 185e, 6938, 3524, 7ffd, 4719, ab2a, 079d, 70ac, 0aa6, 3d2c, 140c, caadria2015_049y5, ac81, ascaad2016_007x3, 260c, acadia16_352w21, 9078, acadia14projects_247t, ecef, 2dcd, 8d59, f4a6, 5b29, 4014, f082, 58a8, 931f, 7db7, db8f, 068b, caadria2016_045d3, 5bac, ecaade2015_59y10, 9bd4, 2627, bb6f, 225d, acadia14projects_145y, 7c28, 6aca, 7cfd, ecaade2014_050d12, 6b89, 058b, 69d3, a66a, ecaade2016_190v50, ecaade2015_206z45, 55cc, 2ce0, ecaade2014_184g46, 5a5b, acadia16_106a8, 730b, 45d8, abfc, 2beb, b5e9, c451, 62b0, 7778, 3dd3, 1117, eeb4, 6cf9, caadria2015_086k13, 63c0, 71df, 7a4d, sigradi2016_484pp, 0492, 742a, ec33, ed26, 3f71, 90de, 19b1, c758, ecaade2016_113d31, c090, 4bf0, 8c84, c565, ecaade2013r_009z5, 77bb, sigradi2016_364pp, ecaade2015_138g28, 3b32, ff4d, 2d39, sigradi2016_807ll, ijac201412306e3, sigradi2014_213v7, ffb4, 872f, 0962, ab64, e2c2, 309a, 35a6, d7b4, 4b8b, c692, c0bc, acadia14_719m, sigradi2016_636m, cea2, acadia14_497t, e535, ecaade2016_163b46, 4913, f12e, ecaade2016_223r58, a315, 7176, acadia16_450n26, dd77, acadia14_281v, 3f4c, 3a62, 315c, acadia14projects_101r, f7ec, 7595, 0e7f, 3244, a99f, 18a2, 74eb, 1737, ec20, d51c, c7a1, 8544, 0846, sigradi2015_10.267o20, f55f, 6cbf, 15ec, 45ba, 38c7, c120, 4c18, 4ef0, faba, 6703, acadia14_531s, aab9, ijac201614207f11, caadria2015_246y35, e282, 8f47, 1ff7, f232, a7f1, acadia14_125af, 516f, efd8, 93b2, 0bc3, da2c, 32d6, 15e5, 1026, ascaad2014_019k2, 39b7, 6af7, 93c7, 61c3, 7f4e, 8f18, 97be, 4825, 0769, 1382, 0798, 48c8, caadria2017_057c20, 6ac4, eb8b, a272, 0051, d7fc, 45e8, 9a1f, ef83, 140d, a91b, afc2, 46e8, 118e, f1f4, sigradi2014_265v1, ff80, 37d5, 4eff, fc57, 4b66, bb57, caadria2016_013w1, d567, 36bc, 7fea, dee0, 84eb, e950, ecaade2015_265n58, c3e0, 15c4, 6513, ecaade2014_239m61, 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bce5, acadia15_185t7, 21b9, 61f8, caadria2015_111i17, 7049, ascaad2014_029b8, 7201, c63d, 6605, be7d, e711, ecaade2016_018v4, 3b97, ba74, c915, aa31, ad3c, 5c5d, c67f, 1dc2, sigradi2013_343, 8b35, fa77, ecaade2015_229f51, acadia16_372e23, 8d24, d054, d57d, 2ed6, 09a9, 6027, f9f3, b0d0, ecaade2014_044h11, b7fa, 1403, 0b7a, de80, e49e, 6411, 81c2, 7bdc, caadria2016_787f33, ecaade2015_230f52, e0e1, sigradi2016_685nn, e3c8, ecaade2013r_003p2, sigradi2015_sp_8.284n30, ecaade2014_030h8, b386, caadria2016_507f21, 88cb, ecaade2016_077x22, 5172, ijac201412302c7, dbd3, acadia14_63ah, b014, caec, 2ced, 4a15, b2fc, 56bf, 8e0b, d8f7, 5cd0, c458, 1d31, c8ec, bdaa, ecaade2015_332x71, 0f8d, fc80, ijac201513203r7, 1a42, acadia15_185b7, 6ae3, ebe6, 99f6, 44c1, b190, b7fc, 0b1b, 8c1f, 541b, ecaade2016_ws-dleadf68, 957d, 8194, b730, b739, caadria2015_111j17, ed96, 20df, ecaade2015_195n41, 126f, 3394, acadia14projects_699h, a869, ijac201614201c6, 4eb1, e798, sigradi2014_123s9, e814, 9e8d, sigradi2016_655e, 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0184, 2bf2, acadia16_440i26, 2566, d6b5, 6635, 78e3, 3256, c0fe, de5c, 144a, 2299, 4d6b, 1e4d, sigradi2014_075w6, a9fe, acadia15_95f3, 213f, b91a, 7cc9, bf86, 0b5a, 99ec, 5c8e, 1ef6, 8cd4, 578e, 904a, b915, 99da, b684, 34d1, 1d38, 90f0, 8b4b, 02d2, caadria2017_104e28, 2f1f, a5ac, bbc3, f5cc, d3c1, 998f, caadria2015_130t21, ecaade2016_025e7, 3728, 6686, 776c, sigradi2015_12.107h27, ef6b, a791, ba72, 3ce5, 3a57, f5bb, b397, 1bbf, 8aa1, a498, ef2e, d9e9, e39d, 3093, e500, caadria2015_066f8, 951f, 0ec4, e6ff, 9313, 1603, 5835, 6f68, befd, ijac201614406g4, 3bb6, 4f42, bc48, 0463, ac5f, e254, b550, b003, 884c, b63b, f033, bcea, 64a8, 25ff, 1388, b741, ecaade2016_217y55, c06a, 8c58, 99ee, 5ee3, 0932, 48b1, caadria2016_713s30, sigradi2015_7.203e10, 2a98, 9ac7, 861a, acadia14_291ar, 9e4a, caadria2017_155o39, e342, 8a96, 6443, f418, 61be, 5bda, 5698, fc31, 046c, 2fbd, f0a6, 2f69, 09ad, ecaade2016_197w51, 06ab, ecaade2016_042n11, e908, 6de5, acadia16_44o3, 5018, bc78, 31f2, d1f6, df82, 230b, aac8, c772, ecaade2016_085l24, 8eb6, 2878, caadria2017_189g45, 0b8c, 6a67, d4a1, 0f24, 6f1b, ecaade2015_320n70, aba1, ecaade2014_065g15, 8627, 6d8f, 5cc1, 178f, 5af3, b846, 474b, e2f8, ascaad2014_024j5, 4c7c, ecaade2014_133l29, 45af, 952b, caadria2017_008d4, 7a39, acadia14_661k, b390, acadia16_362t22, 0640, ascaad2014_005r3, fca1, aa0e, 38f5, 35aa, 23fe, ecaade2016_147o40, 9624, 5dcf, 0de9, 727a, fff4, 0f2b, e3a1, e90b, 35b1, eb5d, ecaade2016_221y56, 00db, 7def, ecaade2014_111x24, 0b3a, 98a9, 3a63, e53c, 1559, 6a83, 1451, sigradi2016_448bb, 0d24, 7f1b, 6047, acadia14_327c, 05ae, faa0, ecaade2015_271w59, 2f84, 296d, 39ac, c150, 16ee, 6561, 510f, 78cf, c582, caadria2015_078f11, 34e0, ecaade2015_237e54, ecaade2015_284y61, 6af0, bdf0, 3440, c97f, 2f6b, ecaade2013r_007b5, bd22, acadia15_497e22, 7bbd, cfc9, caadria2016_147j6, ea11, 5a89, f263, eb34, a048, 2215, 619a, bf48, 3016, 8922, 3107, 48bb, 0aea, 9bf4, acadia14_601x, sigradi2013_275f, acadia14_435d, caadria2016_457g19, acadia16_332a20, 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3207, ijac201513102h2, 17cd, 0865, ecaade2016_165y46, 919e, caadria2017_142x36, 0bf6, 3f4e, ce72, 3314, 4381, a990, d86a, sigradi2016_392xx, 2c28, e4be, 8eea, caadria2017_021l8, 13a6, 2097, ea3b, de58, 3a29, f77a, 659d, b12f, acadia14_247x, 7be2, acadia15_47n1, 00fe, 4126, 7597, 045a, f143, 258d, 47c0, 9039, fa6f, 7759, sigradi2016_710ll, d1a0, acadia15_203f8, 9128, af00, ebf4, 4d51, b38f, 1c97, 8184, 423a, fb8d, e1d5, 8043, 80c7, d3f5, e93c, 270b, caadria2016_579m24, sigradi2015_9.141d16, d95b, 5d79, 104f, 8068, fa47, acadia16_106i8, ce8b, ecaade2015_215n47, a592, 4f23, ijac201412201m1, 2f91, 30b1, f8d1, b100, 293a, e3d5, e4f8, e025, 37da, ab8d, c00f, ecaade2015_325y70, sigradi2016_383hh, caadria2015_206n30, 16e3, 748c, 56f9, ecaade2016_071m19, acadia14_601y, acadia14_473al, sigradi2013_194s, 413c, sigradi2014_292t4, b5d7, ecaade2014_070n16, d15e, sigradi2013_194e, 7165, c4ff, sigradi2014_157b4, 1178, 0249, efbe, b3f5, 9385, ecaade2014_038s9, af91, a578, 92a3, ecaade2016_199c53, ijac201513203g7, c0ab, caadria2015_105j16, 1942, ecaade2016_102f28, ecaade2016_151c41, 9f26, b608, a4c3, 5616, b627, 95af, acadia14projects_661m, f92c, f715, 52d0, bd18, 9926, df07, ecaade2015_229a52, acadia15_47l1, ijac201614102z1, 5945, 6e33, 5473, 1ede, ecaade2015_138p29, e5ad, 8b7f, a6e4, b884, caadria2016_861v36, 72ab, 8054, ecaade2015_185m39, ff29, d19d, a2b5, c6cb, b99e, 54f6, 4e05, ecaade2014_186b47, c97b, f4dc, b0cb, 9394, 4832, 5aad, a6d6, d7e0, 172c, 91b4, 8fd1, acadia16_62f4, 8152, caadria2017_095e26, 30e5, 59eb, abd7, sigradi2016_400h, acadia14_661h, f110, 503b, a24e, 9dab, bbc9, bd2d, 5b3e, de5d, db12, fbef, 5068, 5670, 9caa, c7a7, 0f64, ecaade2016_025w6, cdc5, ce5d, ecaade2015_196t41, ecaade2015_205e45, 5f4e, 9334, dc1e, acadia16_488a29, b7ba, ecaade2015_152v31, 9dd9, 662e, 7904, b2a1, 6efb, caadria2015_213m33, 45d0, 18ad, 6883, sigradi2015_3.201t3, 24b2, 1936, af51, 9fda, 1bb1, df64, sigradi2014_123u9, fbe3, 7313, 499b, ff4f, 41eb, 5003, 5a3e, 1f50, acadia14projects_339ap, 9bd2, 905d, ecaade2013r_009w5, 44c3, 8665, 1b42, a5c8, 7e30, e59e, 2718, b7cd, cf9a, ecaade2014_233x59, 2c93, f76f, b78e, 0d0a, f93b, c00d, 7f6b, 51e8, ecaade2014_173e43, ijac201412303c8, a842, sigradi2014_048z4, 4631, ba17, acadia14projects_681aj, d525, 4d8a, c8a2, eba1, 9fce, bf07, 48f3, d298, e1ff, caadria2015_064r7, 593c, d90b, 5528, ecaade2015_148o31, 01c6, 06cf, sigradi2016_400i, 9b61, 5993, 82f7, 0c19, da3d, 8afa, caadria2017_015y5, f2fa, a285, 23de, 70b4, c303, caadria2015_108o16, caadria2017_183c44, 24a8, e14f, 8a01, ba48, a21c, 6a08, 60ec, bdb0, f688, 85ac, c7d8, d6fd, sigradi2014_313b6, f7f7, acadia14_327d, 8f14, a51d, 7a9f, f431, a282, caadria2015_105f16, acadia15_357o15, d003, 86cb, 1ce3, 1043, 71b2, 36f5, ecaade2014_147v33, 170b, 420f, 379e, 2209, acadia14_565m, ecaade2013r_006v4, 9d62, 7107, ecaade2016_191g51, sigradi2013_326j, 2446, 558d, a685, 6b5a, sigradi2013_155, 35b0, 5e71, 7f77, ecaade2015_173e37, 7dd4, ecaade2016_067e17, 499e, 658d, ijac201412303d9, b251, acadia14_463b, dd19, 73b8, 7ea8, 257a, 63de, b6ab, acadia15_333u13, 237c, caadria2016_167k7, 801a, bf6c, bcdb, adc4, 52bd, 5107, cab2, 5e50, 135b, df6b, d9f3, 67c4, aa42, f9a7, ijac201513201j5, 7018, 1bd0, 28e1, ascaad2016_021d8, 80c6, 1035, ijac201614303z2, 0e1d, ijac201412203d2, d326, a19b, f11d, acadia16_488x28, d30a, 7b94, be42, acadia14_647au, ecaade2015_73i14, e08a, acfc, c687, 022c, ffce, dcbc, ecaade2015_122k24, 5b7d, 1a54, fc01, 2a68, 181e, ecaade2014_044t10, ecaade2015_196h42, d550, ae8b, 4ff4, ecaade2013r_019k10, e199, 7ee3, 5865, bb87, 1b46, 3ed6, d030, 85c9, 1e18, 9ea5, 371b, 5889, 53f9, ea6a, c09a, 791d, 1600, ef49, d709, 3982, c447, 9d84, ascaad2016_039j15, 68d8, acadia16_224e15, sigradi2014_015i1, d5f5, acadia16_196c13, ab84, caadria2016_507j21, 0c99, ecaade2014_044x10, f83f, ijac201614102c3, ec6e, sigradi2014_159h4, 8f05, 775a, 75d2, f206, 63c2, 0c03, f0e9, 0e8c, bbaa, ecaade2015_110e21, 977e, f71a, 6abb, ecaade2016_tkoi67, e9b5, 9ce0, 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ascaad2014_024w5, 4635, 39ed, 711a, 5a27, 7c2f, 2763, 5f5e, 8725, 1ff8, 2577, b34b, caadria2017_158c40, 5664, 83c6, aff4, ecaade2014_221n56, 461c, 57b0, acadia16_130s9, 9e7c, be40, 7aac, f8ea, e451, 47e8, 5cd9, acadia14_579j, a5eb, acadia14projects_229m, ecaade2014_071c17, a927, 12ae, 705f, 6ee9, 7d85, ef4b, ae4f, 43e4, a5f1, f803, 5d9a, 00cc, 24af, 1235, 92d3, b8e2, ecaade2015_100w19, 4ed2, 912e, 094b, e8eb, afc3, 8222, 930a, 94c8, 59ca, be17, 448b, b740, sigradi2015_3.111d3, 8b70, ae17, 49c2, 8e58, ecaade2016_139y38, 62b5, c139, 7696, b6be, acadia14projects_427ak, bf74, ecaade2015_240z54, cf40, 085c, 19e8, 5539, 2cce, caadria2015_203m29, ijac201614202i8, 7b7c, ecaade2016_217m56, 5c7f, ascaad2014_015w8, 8439, e674, bb9c, bb83, 6054, b9af, bc71, 6020, c3c0, d3cd, 58e4, 7892, a4cd, de03, 425a, ecaade2014_024s7, 1159, 1675, 5403, 97a9, 33e5, 110a, b4ee, da8b, dc02, 54a7, ca77, 15ce, caadria2017_041p13, 40d3, 8b64, 733e, 6616, e4af, 0473, 3ffd, caadria2016_819y34, ba16, 4fa8, 8dc9, 2048, 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5ed7, 0cfc, 9932, dbde, 1bec, sigradi2015_11.166a26, 25bd, 3d97, d334, 5647, 8575, ecaade2014_153x36, 6f29, 269e, 856c, a5a5, 8a09, e360, 3064, caadria2017_035z11, f2e3, 8e9a, 1348, 842a, f635, febe, c1b0, b2da, 519a, 4cb4, caadria2017_129a35, 8d99, 2d0c, 6a92, aeeb, 4846, 1cbc, ecaade2016_015u3, ecaade2014_066n15, eb40, 7e00, 2e82, ab43, eaec, bca5, 71b3, ecaade2015_91f18, b08e, e28f, fd4a, da77, ecaade2014_214g54, 9ea7, bbe4, 8707, sigradi2014_281b3, ecaade2016_032z8, 6fd3, caadria2015_084u12, caadria2016_611c26, 51cf, 8ba5, adc9, abf5, e77c, f81c, caadria2016_809b34, 0f65, 85ad, sigradi2016_356b, caadria2017_101j27, ijac201614205r10, 653e, 8bc5, ab60, dac2, a477, b51c, 8e84, sigradi2016_817d, f7f5, sigradi2014_186f6, 0c4b, ecaade2013r_014i8, ascaad2016_057o22, 687c, ecaade2016_208r53, ijac201513302d10, acadia14projects_463as, acadia14_135i, ecaade2015_100y19, 3154, ad63, ecaade2016_164s46, 9811, 3bb9, 7c7f, 56f6, 5ea5, 1654, caadria2015_126b21, 8fe4, caadria2015_108t16, 1334, 6eb2, 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dadc, a301, 8771, ecaade2015_297s64, ecaade2016_011o2, 1a7d, 0176, 8b83, caadria2016_611d26, 179e, ijac201614307n4, 5b41, d544, 5cd1, 6189, ccaf, b906, 473d, 4b2a, 35c5, 4b81, fa39, 94fb, 1e8f, f674, 3658, 1294, 5876, 941b, 7a8b, e019, ecaade2016_025j7, ece5, acadia16_280j17, 831c, 4d2d, sigradi2013_41s, b145, 02b5, f8d9, a48a, 1d45, 96ed, acadia14projects_117h, dd66, 0722, 7cd1, 8a6e, 25b7, c3a1, c59e, 7959, 0ef2, da06, sigradi2016_360q, 6bdb, b8bb, d840, e7d1, fa6e, a75c, 6a9f, ae70, ascaad2016_028g11, 377f, 6129, 7b75, 1d43, caadria2015_185o27, ecaade2016_198v52, 5266, 6798, sigradi2016_408dd, ecaade2016_068s17, b111, 8f8c, 5443, 1466, 91e9, ecaade2015_59u11, fa67, 7c08, 7b05, 93c1, ecaade2014_208f54, ecaade2016_055k14, 9b23, acadia15_407s17, sigradi2015_9.152a17, d71c, ee45, 290b, eaee, fb71, 56ae, acadia14_399ak, c27b, caf2, df78, d32a, 4308, ecaade2014_057m14, 646e, 7745, 5f0e, ascaad2016_020x7, ecaade2014_015j3, ecaade2015_285h62, 67dc, 4fed, 9534, acadia14_63al, sigradi2014_021u1, 4bea, b147, 361d, 0209, d909, 5b09, sigradi2016_756b, sigradi2016_357m, 1276, 7491, 7261, f3ab, 2cba, 357c, caadria2017_129c35, 6a93, 4ca9, 9dc6, ccda, 6eb3, 368b, e9b9, 6a74, 2659, 8e4f, 4029, ijac201412403i6, d153, 4e0a, a5a1, d0c9, 040a, 0da4, 2395, 1c0a, b33a, 79d3, 2a0e, 4b19, 7621, 26c5, 66db, 7a94, 2efc, fcce, fd0a, 806e, 228c, 1c5d, a624, 7211, ijac201412408i2, cc5f, d5d7, 9112, ecaade2014_072x17, 6641, 4627, 27b5, c2a3, 60ae, 3f6d, b7da, b56e, b184, caadria2017_001b1, acadia14_709ar, 9725, dd83, d1ef, 25a0, ecaade2014_120f27, ecaade2015_269m59, 4213, 3449, acadia15_469k20, 2e63, 9430, 105f, 2e36, ecaade2016_075m22, eaad, 329b, b4e2, deda, 4687, f862, e5c5, fabd, 8ca8, e0e5, caadria2017_123f32, 436b, 9f55, 90f6, 58f9, 3aa5, c4fe, 74f5, 464e, a542, a4c4, caadria2015_087v13, 0bfd, ecaade2014_221m56, ecaade2015_64l13, 020b, 59c6, 8e05, 18f1, 9f51, a951, 02a5, e7be, de44, sigradi2016_515h, 1d74, 43d7, ea62, 6c37, fb05, 6365, c500, ffa6, 2df4, 03f4, ecaade2014_202s52, b1af, caadria2015_130y21, ecaade2014_188i48, 6a44, ebce, 2510, 102b, 2318, e4d6, caadria2015_013j2, 557f, f77f, 1674, 86b8, sigradi2015_10.307x20, 163b, sigradi2016_490oo, 5fc1, 9e00, 57b2, 5b1b, 6e2b, 8ab7, acadia15_173s6, ecaade2016_078d23, 62fb, 9973, 99a3, 10b3, 8313, acadia14_81l, f7c7, d207, ecaade2014_108f24, ascaad2016_004p2, fe2a, e0c0, 59b7, caadria2017_046m14, sigradi2015_12.167k27, f8d5, acadia15_185x6, ecaade2015_53s9, e2cb, ff70, 6d2e, 70e5, ecaade2014_072g17, b18d, caadria2017_040p12, 186b, 2d88, a5cb, 8b32, c72b, f48a, c60c, d25a, sigradi2016_777ii, 6fc0, 3fcb, 1fee, a473, acadia16_332y19, ad6f, 4a64, c858, acadia14projects_365an, ijac201614306x3, c021, fb72, 2592, bd50, 0c44, 52b0, 4afb, 662f, 1456, 4bb5, acadia14_153i, 0dea, ecaade2016_033w8, 984b, 04ff, bc6e, ed33, 0dc6, 5fe8, e831, 7c96, 122d, 794f, d590, 3b73, a326, d4f7, 1b5a, 5a10, 539a, ecaade2015_240u54, ecaade2015_114c22, 36d7, f915, 0f7c, 6dd6, febf, ecaade2015_293d64, dee9, ascaad2014_005c3, b9ce, b12c, 25e5, 8bda, 4513, 8387, 5968, f0d0, ecaade2015_200g43, 82c1, 2a89, dbcc, 07b0, 45c7, 6900, acadia16_98h7, acadia14projects_627c, acadia14_23w, dd2c, bd1e, 956d, ijac201412403o6, 2429, 7df4, 57f8, 346e, f451, cce5, 519f, 6aab, 5ac0, sigradi2014_176g5, acadia15_371e16, 7394, aaa9, 6b08, caa8, 9e57, 9a18, 1044, 4dcd, 4a1d, de6c, 480d, d24b, c5f6, de8c, 05c6, 8800, 87a6, 6a8c, ecaade2013r_015t8, 5cd7, 1558, b50b, c682, aa32, 6208, 3f8c, a156, ecaade2016_032p8, e046, ijac201513205h8, d997, 83ba, ecaade2015_25n5, f11f, e980, 4482, 1f07, 9719, 5224, 17b2, sigradi2016_408cc, 8807, 6a8e, b29f, ecaade2014_224l57, 9a3c, ecaade2014_149p34, 5078, 0b50, 6ebf, 01ae, 446c, bdc0, ascaad2016_022s8, c6e1, 4c79, e5ed, 9c5a, c653, 879f, b9f3, db58, c1e3, 00e8, ecaade2015_13s1, acadia14projects_53u, f9e0, 408c, 9088, a5ea, 8705, 20c5, sigradi2015_11.196h26, 33dd, ecaade2014_240n62, b10a, caadria2016_321g14, 7a30, d18f, 8ac0, 8e68, 8688, 23ba, 139e, 9b4f, e5ec, bd7e, 5efa, c658, 4792, ecaade2015_230h52, 01ad, 9826, f5cd, f217, f036, b737, ecaade2015_127w24, 6557, ecaade2016_154v42, caadria2015_060p6, acadia14_389ax, ascaad2014_016c9, 925a, a295, 1a99, d3d9, e6d9, a6da, caadria2017_047f15, c491, ascaad2016_016s6, 1701, 8132, acadia15_110c4, e732, sigradi2016_512qq, ijac201614302n1, ecaade2016_105f29, 57ca, 6d93, 5fe1, 0239, 81c3, 0fd8, 8bce, 5054, d0c0, 6a87, b726, 356e, b667, 50da, c6a1, eebd, eac0, 78a5, 4b55, 2ce4, 972a, 92e9, 11f9, a5cd, 83d7, sigradi2015_10.140f19, 3001, fda3, 3f61, f59b, 2c2b, e70a, b484, fd4d, 23ff, ijac201412301i5, ace9, b3e3, 775d, 8a8f, fb8e, e80c, d118, ecfd, acadia14projects_671u, f797, 7ed6, 9835, ijac201412402t4, f61a, 4ce3, 4e5e, 2497, 57d4, ef01, 638e, 0d5e, ecaade2015_127s24, f657, bdef, ijac201412205r3, 5a56, dc79, 5881, 0635, af44, acadia14_473ak, acadia16_344t20, bd5a, 2d23, sigradi2013_135h, 8e93, 80dc, 65e2, f9ee, sigradi2013_41j, 2115, sigradi2015_10.177b20, 61f1, a854, 1a3c, acadia14projects_579e, ijac201614206v10, bc7b, 5bc4, 35b2, f501, 39e7, b2e6, 94cf, cd5d, 9965, ecaade2016_225o60, ecaade2015_334o72, 0b78, a34d, ijac201412301x5, 224a, caadria2017_056c19, d19b, 57c4, ec17, fbab, d1a4, 801c, 79c8, 8fc9, 7bf7, dac7, 6645, 9fc8, sigradi2014_178l5, aa07, caadria2017_037f12, 5541, ijac201513302h10, e157, f2aa, ecaade2014_173h43, ecaade2014_052h12, f844, c680, e044, 9093, caadria2015_208d31, caadria2015_139w22, 0ed5, ecaade2014_185r46, 2b3b, 0747, 4769, ecaade2016_225b61, 6feb, 5a48, 608c, acadia16_224d15, 1939, 556f, e820, bc8f, acadia14_531y, 2220, sigradi2014_185z5, ecaade2016_018a5, f800, 366d, ecaade2014_015o3, d29c, sigradi2016_407y, 8327, 804a, 7871, 1f92, 0ae7, sigradi2016_601uu, adac, fe6e, 852c, 5695, 9805, 3aae, d15b, 50b9, 4305, 2ac9, caadria2017_057u19, d96a, ecaade2016_170x48, a733, sigradi2015_10.309t21, 8fb4, 55e6, 8af3, d90f, 68db, daf8, 31f9, 0eb6, 0388, ascaad2016_005w2, 8d83, 4b1b, ecaade2015_178j38, ca09, 3ca7, 68ce, 572d, 5253, 8256, d037, e538, acadia14projects_63az, 7b64, caadria2016_819j34, bc6a, 7234, af8f, 7714, c19b, a93f, 30cd, caadria2015_208k31, ecaade2015_35s6, caadria2016_631k27, e912, ecaade2016_016d4, 0ef4, sigradi2015_3.9a2, cca0, 2063, f6fb, 3ec2, d0f8, 2771, caadria2016_477b20, 2df1, 8c99, b8e5, df6e, ascaad2016_022p8, 83fb, d4ea, 32c4, ascaad2014_029g8, 2d56, b7c2, acadia15_57r1, b258, f659, 0781, 416b, 333a, 70f6, 3947, caadria2017_129u34, 4720, 24a7, b56a, ijac201513305o12, acadia16_88w6, c770, 4573, caadria2017_096a27, 756f, ijac201614105z5, 9630, 22e9, a2f2, acadia15_81x2, 8820, ab16, acadia14_177t, 28db, fda2, 753f, 0509, 538d, ijac201513305j12, 0b4a, 87c2, 2844, d9d2, 7777, ddbc, bb28, 0f1b, 2956, ea58, 2f56, 3d33, a948, 20fc, b8bf, 493b, ecaade2015_227i50, sigradi2013_330d, 02b8, 3480, sigradi2014_213t7, ee5a, 6579, 1234, 9ac6, acadia15_357t15, acadia14_177o, 8c5b, bc7a, sigradi2013_281, sigradi2016_777cc, ecaade2015_138t28, f188, ee3c, ecaade2016_023s6, 017a, sigradi2016_449ll, aa1e, fedf, b8a7, cc6c, fd40, 109f, aeaa, caadria2015_126e21, 80b7, ascaad2014_001d1, 2753, b11b, f3e8, 570a, 1c6e, 8d39, 1b2a, 995f, b0a9, c359, 54e5, ecaade2015_155t32, ecaade2015_171m36, 3b8b, 6c20, edb6, ecaade2014_198n51, 7655, ecaade2016_023u6, 40ad, ecaade2015_48h8, 6795, acadia14projects_463t, c034, 6ef0, 9c1d, ec05, aaf9, acadia14_247h, c9aa, 5f19, 0a9e, fb3c, 0b5e, 0df6, 4fd0, sigradi2016_479bb, 863b, ecaade2015_158a33, 64e4, caadria2017_027m9, 2643, 944c, b058, ff0a, 681e, ijac201412204m3, 4077, bcf9, fade, 3bf3, 2eff, 7579, 8ab0, d76f, 249a, 72fb, 9a45, 5391, 8b8a, 0fe5, 86b7, fc68, 1a39, acadia14_229g, d697, c2c3, d1f9, 06e9, 5426, 1a62, a184, 069e, ascaad2016_022o8, 7f86, 8c5f, sigradi2014_172x4, 76f5, 4fca, 09e3, e9d4, c6a0, 95fb, 5e77, 0b63, 3872, 6fec, ascaad2014_011x5, 884e, acadia15_451p19, b517, 1349, 5a16, caadria2016_871l37, 43d9, caadria2017_163a41, 5a38, bca3, 7785, cb84, 799f, 9827, 6201, 6558, 9912, 7e08, 34bf, ee66, 2c41, 3452, 3500, 79dc, 5f08, ecaade2016_104o28, acadia16_394j24, b636, 9218, ecaade2016_113e31, f450, ascaad2016_023x9, 331c, f2a9, 0076, bc0d, 1f6b, 8961, 9377, b090, d333, c0ba, 8645, acadia14projects_43ac, ascaad2016_058e23, 37c6, f04a, b6ea, c650, 7bbb, d459, 6b33, d2ce, ae77, b23f, aae7, 0ea8, 023d, 56db, bf7a, 19fe, cc02, 0f11, 07e4, 280c, 5851, b3f0, db8d, 6ffc, acadia14_135m, 77ab, 2767, ecaade2015_129p25, eae6, a605, 9084, f756, 9de9, f2dd, a3bb, fca5, 70e8, ecaade2014_120h27, d4b1, b6f5, 5297, 46c5, ec5d, caadria2017_048i16, c49c, 8f0e, bec5, a4be, 245d, ecaade2016_098z26, e299, b889, ddeb, 39d9, 8c7e, b204, ce51, fe1d, 0ec0, 80a1, b929, 0382, 1f38, 66b3, sigradi2013_400v, caa6, 2350, sigradi2016_467s, sigradi2014_108c9, d3c6, ecaade2014_186c47, 9236, ff41, 3bff, ecaade2015_15y1, aad2, c123, 58ad, e8d5, c533, f1c9, ecaade2015_116d23, 8f4b, ascaad2016_012o5, 2364, caadria2016_405k17, f9a9, f808, 670d, 5e88, f536, 33be, 94c6, ecaade2014_180t45, df45, 18a7, ecaade2015_228w50, ecaade2016_215v54, 746b, c0c6, 4a1b, 09a8, 6431, b2ab, a7af, acadia16_432x25, 4cbf, acadia14_539e, 4b30, caadria2015_002e1, 9106, 9f6d, c90c, caadria2016_621t26, ascaad2014_014o7, 4bc4, 26e3, fdcb, caadria2017_003z1, 6f3f, ecaade2014_233d60, 6ede, 10a4, 587f, 7de3, acadia14projects_33an, ecaade2014_233h60, 16f3, fa85, e744, d027, 22af, ecaade2016_191x50, af7c, ca07, 416c, 7958, 717e, 19f6, 89fa, 1584, d650, 245b, ijac201513201c6, 5fa9, 2e7f, 7ba0, ecaade2014_225s58, 6c05, 42ee, 1cf1, 43e1, ecaade2015_139z29, 6d80, acadia14_301i, ascaad2014_021b4, 486c, e3b0, 7363, e816, e503, 2930, 0c33, 9a32, 7ac2, 712a, 9333, 6e74, ccf8, 19e2, acadia14_117az, ecaade2016_170w48, 8056, f7ad, c259, d59a, 59d1, 2062, baa2, ecaade2014_195u50, caadria2016_819i34, 3a50, 0a22, ascaad2016_022t8, ecaade2015_155v32, 4e7e, f4e0, f0ca, d18a, b6a9, caadria2015_126p20, ecaade2014_208b54, 4d5c, 38dc, 4d68, f1e4, acadia14projects_609ah, 927c, 71ca, caadria2017_072d23, 1d6d, ecaade2014_072l18, 533c, acadia16_280u17, f8b6, 5cb1, acadia16_280n17, 67bd, f0b7, caadria2015_010z1, 0a74, sigradi2014_128h1, a361, ad8c, 046e, d467, 3f1f, 929a, c919, 82b5, caadria2015_072s9, 106c, ecaade2016_102o27, 92d9, 1d7d, ijac201412404r7, 70c9, 62ab, 66c4, cee5, e9d0, 0b15, 0921, b29d, 05be, 0452, 7e0e, 5f18, 180f, b549, f705, 9462, 0d0c, 30dc, ea2f, ecaade2016_185d50,