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 cf2009_214
authors Ireland, Tim
year 2009
title Sniffing space II: The use of artificial ant colonies to generate circulation patterns in buildings
source T. Tidafi and T. Dorta (eds) Joining Languages, Cultures and Visions: CAADFutures 2009, PUM, 2009, pp. 214-227
summary This model uses agents, which lay and respond to alternative pheromone trails to define circulation routes between specific locations. There is no a priori knowledge embedded in the model. The communication network generated between the colonies represents a routing structure, which is emergent and dynamic. The intended application is for building types that are specifically defined by complex circulation parameters, such as airports, hospitals and schools. Proposed here, is a generative process in which the circulation patterns between specific destinations and the spatial arrangement emerges in a process of mutual compatibility.
keywords Agents, pheromones, circulation, building typologies, stigmergy
series CAAD Futures
email t.ireland@ucl.ac.uk
full text file.pdf (2,076,307 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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f718, 7cc1, a0c4, 524e, d16d, b814, 2815, ecaade2016_208u53, dbcd, 638b, d517, ijac201614309s6, sigradi2016_408q, ecaade2014_196c51, 686a, 7123, c917, 5265, f15d, 313e, 32e3, 1e41, 8ca1, ascaad2014_023x4, ecaade2016_042h11, 4523, 3922, e66a, 2b37, eb31, caadria2016_435i18, 63cf, 509a, aefe, 1f7d, ecaade2015_53n8, c061, e334, b164, 2860, aa65, 64f8, 098d, f612, 28f5, 54e8, cc3a, 6fc3, 2774, caadria2017_046n14, 9a42, 498e, 0ce9, 91cb, 8b40, 029e, 4788, caadria2017_183g44, 449c, a5ed, 0468, acadia15_137k5, sigradi2015_11.166a26, 6643, 45ed, 5114, 29cd, ijac201513201i5, 1892, 73b1, fffe, 2eff, c5b8, cf5d, 43c8, ecaade2016_154v42, cf59, bce0, 780c, b4bb, a3fb, 5b11, 71be, 0db1, aab6, sigradi2013_158u, 18a2, 9984, ecaade2015_334v72, a3d3, 1a0f, ecaade2016_071w19, sigradi2016_420tt, 5617, ed03, 2c2b, acadia15_357s15, 097b, 019d, e0ea, 9443, 7ee5, ecaade2015_91d18, feeb, e57c, ab9a, 9ca3, f28b, 9eda, ecaade2014_224w56, 6e0f, ecaade2016_126m34, 61af, ecaade2014_218v55, caadria2015_208e31, 1a8c, acadia14projects_619aa, acadia16_362k22, ecaade2016_228k61, 1fac, a7a8, caadria2015_213f33, d7ec, a8e4, acadia14_661f, f174, 98c1, 639e, f7d9, ecaade2016_071l19, 7d50, 50a6, acadia14_479a, ecaade2015_130z25, d448, 0086, 06c5, 1c60, 5e48, ijac201513104v3, 9640, ascaad2014_017s1, cd8e, 19c4, fccd, caadria2017_174c42, acadia16_280t17, sigradi2016_375f, sigradi2014_263e1, 4a00, a001, ae6d, 052b, 47b6, 37fa, sigradi2015_11.136n24, 0d00, fb30, dde1, 3cb3, ee0b, 309e, d8a0, d8bd, ijac201513101g1, ijac201614305m3, dfd5, 915d, 8993, caadria2015_010z1, be3d, 43f0, 45e1, 0f1e, 5091, 10d3, 9941, sigradi2013_41a, 2df9, ad7c, 6be8, 26ec, 2cbb, 7601, a378, f370, 8668, 99ac, 190e, 4170, 9bf3, 4a1f, e90e, 3ea9, 37cf, acadia16_184y12, sigradi2014_049g5, 4016, cbea, 8cc0, aca1, 16eb, sigradi2015_2.213y1, d371, sigradi2015_6.42s7, acadia16_344n21, dc84, 4133, 6a45, dd4d, 551b, f335, 09d9, e97f, 1b86, 0e83, acadia14_63b, 4dfe, 3e99, 789a, 7fa0, 44e8, d8c0, f366, bd72, 6e7e, caadria2017_174g42, 1e4f, acadia16_488u28, eabb, 261f, af52, 3739, 826e, 8f8b, ecaade2015_286e63, f10f, d333, 06ef, 4b15, 57d0, 7414, ed8f, 9363, c8bd, c6e4, f6da, 5b6e, c676, 4fe6, caadria2017_031l11, e3a5, ecaade2014_057l14, 8042, 9a2f, e8b9, dd2a, c1d7, 76ea, d1da, 68e6, 091d, d74c, 83f6, 1196, 1d46, 5c9f, caadria2017_017l7, 8583, 9562, ecaade2014_049a12, ab8f, 32ad, 9370, b0a5, 8197, ecaade2015_92k18, 3c1a, 06c9, 5daf, b3ac, 9f56, 56f7, ec4c, 2373, 8abb, acadia14projects_131ap, df65, a735, 4b62, f721, 7bdd, e1b8, 04bd, caadria2016_395w16, 71ca, 7b2f, 6522, db9d, c597, 1c64, 5197, caadria2016_487j20, 049d, sigradi2015_8.264k14, acadia14_565ag, 8c8b, 54e2, ecaade2015_297b65, c5de, 55ac, 7421, 7b24, af67, 2d85, 90cc, 0fc9, 8e73, 357f, 507f, f312, 2f1a, 5c94, 8510, a8ef, e49e, 3f18, 3b49, 585c, cfa8, da42, 384a, ecaade2015_59p11, 83d4, 2665, 5015, 751d, e0b0, 35ed, e473, ff8d, ecaade2016_098d27, 6efd, 5923, df7b, b4b2, e8ad, acadia14projects_135t, sigradi2015_10.140t19, e4ba, 977c, acd6, sigradi2016_450tt, d956, 4edb, 3ff9, 1257, ecaade2016_072j20, 5f44, aec6, 9c97, a4ee, c7a0, sigradi2013_52i, ijac201412301o6, 24b2, 05aa, 24dc, fa43, 8b52, 5529, d48d, 29ef, ecaade2015_215h47, acadia16_106b8, 8924, acbe, 0188, f953, 45ee, f82d, f890, e2b4, 30c3, 7a01, dfd7, 3e58, 5384, db57, d5a1, ab97, 744b, ecaade2015_38m7, 6f06, 1eb7, b87a, 472d, fc50, 966f, 35d8, 9863, 4f1f, e1f5, 57a4, sigradi2016_515m, 6ced, a0a9, 3463, acadia14projects_473ah, ecaade2015_84v16, sigradi2016_360bb, 330a, ijac201513102d2, 5e60, 1cca, 4690, 04e2, 7da4, 6212, c4ab, 6989, 5b81, 1542, e77b, 8f4b, 4b38, d2c6, 41ec, 2fd1, a931, 388f, ecaade2016_191d51, 4698, 4108, 1d06, ecaade2016_164s46, 88ac, e082, 1135, 4540, 9300, b184, 9b2d, sigradi2014_032b2, ijac201412305f2, 8b65, f738, ecaade2016_223r58, sigradi2015_3.221v4, 9566, 4d40, faaf, 777a, 52e5, 2b4e, 2408, d08e, 61b0, 2061, acadia14projects_153ak, 2329, ijac201412304x1, a28b, ecaade2014_153l37, caadria2016_713z30, 29dd, 3bdf, ba37, caadria2015_218w33, 032b, 1a08, sigradi2016_814d, 4fc7, caadria2016_033x2, ecaade2014_111c25, ca64, 2b82, 0581, 872c, c479, 80f0, 3f8a, 66d6, 6017, 190a, cc71, 1ea9, a755, ijac201412303t8, 72ca, 9747, 15a2, fdc3, 1ac6, 8138, 34d5, 65a0, 5353, e3b6, 582a, 73b8, 2331, bb06, d4e0, 1753, 790d, 8509, 5f50, 140d, 080c, 5167, d52b, cdea, acadia14projects_237az, 5c97, c567, ecaade2016_190v50, a51b, 0d56, efb0, 5ac9, 5578, eaaa, 7657, ecaade2015_194t40, ecaade2016_033g9, b5a4, 3d5a, 67ae, 6a75, 6e57, fca2, caadria2017_085e25, ecaade2014_112a26, 2f0d, d7b0, 8ed7, ecaade2015_314m68, a029, a209, 72cc, 8327, ecaade2014_120k27, bf9b, f9a7, d988, fbd1, acadia14projects_91u, 73a7, ecaade2016_038f10, sigradi2016_407z, ascaad2014_022f4, sigradi2015_9.347b18, a4ae, 4135, c2a4, 9ae2, ecaade2014_201e52, 834b, f2d8, 705a, e987, 3082, a5c9, 7557, ecaade2015_205b45, fdd6, acadia15_357p15, 2d1e, 3a6d, caadria2015_108r16, 0de1, bd56, d9da, b2a0, 0b6a, b315, b561, acadia15_47l1, a2a9, 9fda, caadria2016_829h35, 47d2, 0b07, 875e, 08fb, 3df9, fcbc, 6be6, 0e6b, 66bc, ecaade2014_162s39, e8f7, 73cb, 9c5b, 6087, b2e6, 4500, fe17, 41d2, a17c, 10b1, 10da, 439b, e193, 990d, 68be, 9951, 12cc, 022d, 5cb7, caadria2015_226o34, 6cb1, edfc, 2d3b, 8a8e, 4413, 3925, acadia14projects_33aj, ac42, fb36, ecaade2015_207s46, 1ad6, 2b86, ecaade2014_185z46, 742e, 310a, ecaade2015_143h30, 3e0e, e654, sigradi2014_128d1, caadria2017_072c23, 18df, 698f, 6e82, e2e6, 0b27, a734, b347, ed31, 0107, 0ee2, cffb, 9beb, 168a, 6382, ecaade2015_119e24, fc43, 6b9e, 0017, 3eb7, 7f09, 87f7, ijac201513305r12, 5664, 9db1, ecaade2016_073u20, 9045, 2e4d, 5202, 2f78, 2436, a8a1, caadria2017_095d26, 5a04, 9c48, db35, e964, aa67, b90a, c895, aa42, ad40, d786, 9b7c, caadria2017_132m35, cb76, sigradi2016_777dd, c96b, 559b, f8a2, ecaade2016_134d38, cb27, 0b86, 0194, 079b, ba5f, 759b, c4f9, ecaade2016_032t8, 513f, 21b8, 3140, b11d, ecaade2016_bkog65, 18fb, ecaade2014_100c23, 8a54, bada, ascaad2014_003z1, f8b2, ecaade2014_149n34, 121c, 34c5, acadia14projects_63am, ecaade2016_071h19, cd97, 1a07, bbec, 74cf, 228a, acadia14_43w, 1938, c5b9, 0e47, 55fd, sigradi2013_195z, 54f9, b25a, 6667, 5cd3, caadria2017_135f36, df42, caadria2016_157w6, e2aa, bfec, 4455, 37e3, 652e, ecaade2015_235o53, 42d1, ijac201513302b10, 776a, e822, 5f87, acadia14projects_257ab, ee06, c12d, 264f, a7d9, ijac201412408r2, acadia14_565u, dcf4, 6ae8, 4938, a113, 2fb0, adda, ce27, 52b2, d1f6, 515e, b2f6, 5cc8, f178, acadia14projects_247v, 7878, 00be, caadria2017_107m28, acadia14_153aw, 6829, 5e1f, 9b16, 93ef, 0760, adb4, 8fd8, 5b7b, 469f, 78c5, caadria2017_145u37, sigradi2014_238y8, sigradi2013_43, 8850, 1a0d, f07a, 6251, 8c40, addd, ijac201614207i11, cb6c, 42bd, ijac201412407t9, sigradi2016_448u, dc0b, 9d50, e430, ce58, 8742, f4a4, b467, f2a4, a360, 1b40, 6420, 8417, sigradi2016_440ff, ecaade2016_079o23, acadia16_308y18, 86d9, ecaade2014_055y13, 12bf, e028, f158, f2fe, db2c, 47ca, caadria2016_343j15, ecaade2016_230y61, acadia14_531p, sigradi2015_8.264h14, 6029, a4f8, f28e, beb3, 9204, ecaade2016_ws-intelligentx68, cf8a, 901a, 9f86, 9a3f, caadria2015_023y3, ffe0, 9502, a9f8, 82f7, f43a, ecaade2016_032p8, 07c8, 2140, 8f57, 23f2, 2b70, a00a, 8cae, bb6d, caadria2017_048j16, b7b0, 1c1d, 5d88, cff2, 826f, 7fb3, 4bb2, 7fa5, 4a7e, 1be9, 7c61, c6f6, ecaade2015_109c21, 97ac, 35b9, acadia14projects_291am, 648e, dcc2, ecaade2016_027y7, a583, 65d5, ecaade2016_042d11, acadia14_101af, 3712, 859c, d4c3, ad9f, 8e2a, d030, 37dc, 07de, 1573, c84d, ecaade2016_140r39, f48a, caadria2015_176u26, 479b, 1fa4, ebf1, 9dd9, 5e0a, 3541, f052, d757, ecaade2016_147s40, e80a, 8b7d, 7182, 8cf7, ca6f, 719a, fa5e, abcd, a05c, fc2e, 08c8, caadria2016_197p9, caadria2015_049b6, caadria2017_015l5, 53e4, 8e3f, febf, acadia14_445ag, acadia14projects_549o, a153, acadia15_137i5, ecaade2014_184p46, 056f, bf03, 6190, 83b1, a6c8, cea9, 9e81, 65eb, e3f4, cd77, 7e34, c4b2, d6bf, ec75, sigradi2016_635j, c945, 8b28, 6132, e143, 9a1a, 6e73, 303c, 6bb9, ijac201513203x6, 45c8, 2463, ab19, c916, b76e, ecaade2015_329n71, 7ecb, 8e33, ab51, 31c1, ecaade2014_120h27, sigradi2013_366c, 0854, 0c4a, c7d4, 7f89, df52, c8a4, f226, dc04, b981, 8d66, 5ba7, sigradi2014_239g9, 91be, a874, c8f0, bff2, 4e41, 86b6, 1a3b, a237, 538a, 21a2, eb94, 0ce6, 3d80, 1093, 0023, 19bc, cf0f, 17ea, 4dcd, ecaade2016_193m51, 3b71, 7bcc, sigradi2016_363gg, fe52, caadria2016_819o34, bc38, fbfe, 928e, f07e, e145, 2ba2, e1ec, fe0e, d82f, 6bcc, 52fc, ecaade2016_126p34, ba61, 4e03, 9fff, 5fbe, 1968, b2e7, 5bb0, 2f76, caadria2017_079v23, 068c, sigradi2014_151d3, 29d4, 0fe6, ac96, d891, db0c, 1db8, 6f9e, 4f06, 4dbd, 1e3f, cb64, b0da, 82eb, 9e28, 6125, 58b6, e3a3, b2f4, acadia16_154g11, f1fa, 4e02, d288, sigradi2015_1.288a1, c7fb, 3c60, 0480, aab9, 6f3e, 4ecb, 2551, 1a9a, d456, 779b, caadria2015_012h2, 89cd, ijac201412402t4, b4d8, 84dc, ecaade2016_006l1, 0f71, db3c, 37a8, 2d2d, 2a77, b718, ef93, 75b5, ccfc, e7f6, 6242, 8dde, 2f0b, 4360, 943e, acadia16_24n2, 1f71, d669, a030, ea33, f212, c3b6, caadria2015_070u8, a2d9, 2e39, c5e5, df11, e4b0, c753, df49, 667e, acac, aec1, sigradi2014_042t3, 8539, c5ac, 47c7, 4a5e, acadia14_63az, ecaade2016_011t2, b0cf, ascaad2014_018x1, d537, ffe4, acadia14projects_479u, 68f6, sigradi2015_4.219b7, f9f2, eec0, 2f03, 82ee, c40f, b641, 40a7, 1ffe, a868, f836, ecaade2013r_003y2, 77e1, d2f0, f10a, 4cfe, f06f, 2f0f, 618e, ecaade2015_202n44, acadia15_451g19, b34e, 8079, 7145, 5aac, ecaade2016_234z62, ijac201412304u9, 5da1, e888, e836, 8f17, 4bfd, 8102, aae0, ecaade2014_199x51, 306e, sigradi2014_108d9, 0a92, f739, a54a, 677b, 9bbf, 2193, ccf1, sigradi2016_764h, caadria2017_017m7, c301, c83b, 5162, 812f, 517f, sigradi2014_047m4, 04c7, 3c71, 4b6c, 5742, 636b, caadria2017_127e34, 9430, ecaade2013r_019j10, 57aa, 85b8, 83e3, 3389, b470, 2d30, sigradi2013_28l, 8867, fcd5, e9b1, 58d8, da69, b393, dde0, 9418, ecaade2015_177w37, ijac201513104n3, sigradi2014_080n7, 02cc, fadf, acb4, acadia14_189as, a96f, 133a, d99b, 9ec5, 0f6a, 9612, 87ca, 4b55, 82ed, 29de, 34e3, e41f, sigradi2015_3.201u3, 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caadria2017_096j26, caadria2017_067g21, 34d9, a6ba, adec, 8b47, 2fd0, a172, f1ec, 5483, 36e0, 9579, 4c60, 03c7, 0c93, ecaade2013r_008r5, b9b5, ecaade2016_217x55, 261b, ca20, 5820, 8505, ecaade2016_175i49, 969a, d05d, 2e78, 1080, d8e3, acadia16_124b9, 30d4, cf1f, 2690, 50cd, d596, e61a, a684, ecaade2016_147x40, e004, b8f5, f304, d6fe, acadia14_177ad, 7954, caa3, ecaade2016_071j19, c042, ef61, sigradi2015_10.74t18, caadria2016_353y15, f6fd, sigradi2014_305l5, c68b, 67b6, 6725, 111a, 70f0, f723, ec79, 87c5, 158d, b7ae, 933a, ecaade2013r_017y8, 8126, 24cd, ac68, 3414, acadia14_699d, 3def, sigradi2015_8.289b15, 7706, bf35, bdb8, 3b57, 980e, caadria2015_073t10, d8b9, ecaade2016_071b19, 7ee8, f46c, c283, 3c14, c0f4, d6eb, 80c7, 614c, 07a0, 4bc4, c850, a01f, 3e54, caadria2015_124f20, 417e, 1077, c78d, sigradi2014_134b2, ijac201513105r4, 89ad, 54c0, 4e2d, 75e7, acadia14projects_63d, caadria2017_046z14, f0fe, 3a03, 1ebb, b328, 8c9e, 6775, ecaade2014_224y56, 984b, 32c1, 6417, 21a4, 23cc, 2727, acadia16_344c21, 6e44, ecaade2016_224p59, ecaade2015_100o19, caadria2015_086n13, 0573, 75dd, acadia14_627ax, c899, c349, dd0e, 26cf, ascaad2014_022p4, c89f, 7278, 9f83, 4420, e485, 5068, bf89, ff98, 14ba, acadia14_365ai, 288e, ca4e, ecaade2015_83d16, caadria2017_118i31, 1fc8, 8633, db3e, d27c, 5d38, ecaade2015_138k28, 5913, 983f, 9a13, aa30, bf13, 1cb4, 61fd, 10e4, 8666, sigradi2015_8.186s12, acadia14projects_33ak, acadia14projects_347ai, 41b4, 244c, c443, 82f1, e0c0, ef2f, 42a1, a9b1, caadria2015_172x25, acadia14projects_101ag, 2f7e, sigradi2014_074e6, ecaade2015_22c5, 782b, 7c35, acadia15_483x20, 6f57, 0d5e, 5a4a, c210, 95d8, a855, 6290, 19ee, df7e, ecaade2014_035w8, 21dc, caadria2017_041c13, a08b, 6dbe, b27f, 2603, 6ef2, 3db7, f331, d174, 147f, 2e4b, 6928, 0128, fbb8, 5688, b945, 6e6e, 5798, d9c7, 5a5f, acadia14_101ab, fd29, c5bb, 94ef, 1511, c99e, d704, acadia14projects_565ac, a070, 69a2, 1d0b, 8383, 6788, 7ffb, 49f9, a2f4, ecaade2016_110f30, aca6, caadria2015_226a35, 4a2e, acadia14projects_389a, 17a5, 34a5, 949a, ecaade2016_065z15, caadria2015_194p28, caadria2017_023h9, f823, caadria2017_129z34, acadia14projects_565aj, 46c8, cda3, 0e1f, caadria2015_139u22, acadia14_23z, 3ca4, 3fd4, c035, 5b8a, c047, ecaade2015_279y60, 8f69, 1fde, 45bc, 6a58, 32ec, 9143, 072b, acadia15_395v16, 5b0e, ba90, 3328, c1c9, 6b87, dae1, 3e08, ijac201412302t7, 94ac, abb7, acadia14_229n, f7fc, 5941, b702, ec91, 7365, 5208, 46da, ecaade2015_77d15, a621, 5812, 6eea, caadria2017_190z45, 0ff7, 6c00, 51e4, c5e0, acadia14_177v, caadria2017_018x7, ff76, 7b06, ecaade2015_317b69, e174, 173e, f171, b1e6, ecaade2014_066s15, e509, sigradi2013_200d, d2dc, b5ef, 3ad0, ecaade2015_81s15, 8aaf, 28a5, 7f14, a83d, c2b1, 305a, caadria2017_142b37, 3690, ae6a, b031, ca39, 6bb4, 5f65, dc9f, 2812, 646c, 1cfc, aa27, caadria2016_641r27, 8176, sigradi2016_752vv, 3f72, caadria2017_056t18, bb18, a88d, d1a4, 7f45, 8b5e, eaee, sigradi2013_364, 244a, sigradi2013_400t, ecaade2014_120g27, sigradi2014_103z8, ijac201513206l9, sigradi2014_080k7, defe, ecaade2015_73f14, ca78, 7c44, 021f, ecaade2016_074k21, 3cf1, ijac201614102y2, 631c, acadia14_699i, 6498, 2288, 705d, 32ca, e6e9, 2c27, 8dd3, 65ee, 5f25, 25b1, 1100, 6698, 9e8b, 7d2a, a298, 9667, 916d, 0f97, 02cb, ijac201614405m3, 41bc, f799, ecaade2014_206o53, 9295, ecaade2015_73c14, 24cc, c976, 0d55, bf55, 039f, 8723, 223e, 621f, 4bba, befe, cc0f, a520, bee8, 7435, 26c8, 17d1, a9e2, fd75, 90fb, caadria2015_084d13, 226d, c98f, ecaade2015_115b23, 685e, 14e2, caadria2015_032u4, 9d8f, ijac201513303c11, acadia14projects_339ay, 1b62, a97b, acadia15_443z18, 84bd, f674, 9baa, 8c34, 6f73, 07b4, 697c, dc76, 17b0, 1bc6, sigradi2015_1.305e1, ecaade2016_158m43, 222d, 73b5, f6cc, 3219, 5313, ascaad2016_022p8, edea, b9dc, 1756, 1e8f, d674, db73, 64bd, 1ad5, 65dc, 6389, sigradi2013_421l, 7ede, 4395, 9b66, b48a, 38db, acadia14projects_75d, 9ef0, 6bcf, ijac201412303v7, 3200, 4832, 463a, da74, caadria2016_177b8, sigradi2014_282n3, 062c, caadria2015_060t6, 2cf2, a0fb, 4724, 6d8f, 0572, 5a99, 2e58, ecaade2014_111h25, 47af, a06d, ecaade2014_240m62, 3850, ba11, 758a, 5d93, a768, b856, 95f1, caadria2016_787f33, 9f0f, sigradi2016_602c, 0542, f0cc, d237, 713b, 7f04, 57ff, ecaade2016_068a18, 4c0f, sigradi2013_345m, 7b97, d851, 2ce1, ecaade2015_301r65, 6d67, 599b, fa2d, 66b4, 9986, d528, 369b, 1fc7, cb55, 31d5, ecaade2015_144d31, 4925, 0e5c, acadia14_281z, 0f38, ecaade2014_111d25, 748f, 382f, 4f4b, 2837, 6c9a, 20a6, 6c1d, 0f20, 2de2, bf5c, 49f6, 3fba, 1ccf, 743d, 3e68, 51dc, 9cfd, caadria2017_080k24, ecaade2015_318r69, caadria2017_174j42, 9233, 9687, bb04, 0413, caadria2017_174t42, b27a, e74f, 09c7, 00e4, c262, ecaade2015_284y61, 03dc, 9f4c, ascaad2014_036b2, c409, 66a1, 6aed, 7cc2, 0a7f, caadria2015_049a6, acadia14projects_189aj, ecaade2016_068r17, acadia14projects_539b, ca3e, 1843, 2b72, caadria2015_124c20, bf4a, acadia14projects_79y, ecaade2014_186k47, 5991, 84d1, d648, 0a14, f25f, 6070, 86c3, 9fa7, 1210, e943, ecaade2014_239a62, 1122, caadria2015_119f19, 08a1, f80c, 78f8, 1110, fa9b, 67ef, ffcf, 2379, 9066, cf89, 7184, 88f1, ad0a, 7a9f, 734b, bbb9, b290, caadria2016_621z26, 817d, e634, e0fe, 5307, caadria2015_105g16, 4dc2, 47b5, 25d4, 8bbc, 8bea, 64e6, ijac201513306h13, f1d3, caadria2016_073u3, ascaad2016_025l10, 2bc2, 445a, acadia16_280l17, 3cad, sigradi2016_420rr, 6e53, ecaade2016_152w41, 0f7f, 8546, f7d3, e144, 9156, 3624, 5d55, ecaade2016_068o17, d2c2, cd89, a519, a9ed, b772, ascaad2014_024e6, 11d4, acadia14_281ae, 8b50, 25d3, 60cd, af8d, d403, ijac201513302n10, caadria2017_145n38, 9505, 6de0, 68bc, 781f, 0435, caadria2015_188e28, 4916, 302f, e420, d495, 173a, bbea, a5b8, 3910, ce88, ad1d, 6635, b952, 4a6d, 5cae, a9a4, 1902, 7aa0, b6d9, 3f42, 0c38, 13b8, sigradi2013_183s, 6d71, c03b, acadia14_445ab, 3ada, fe67, ijac201412205d4, 3c96, fdb6, 42be, 176f, 8fee, eadd, ecaade2015_17v2, e9d7, 3b79, f6a3, 6f94, d149, sigradi2013_41f, 086d, acadia14projects_719s, 19c9, 5fd3, caadria2017_009l4, d8ad, d95f, c828, ff7b, 7484, 6bf9, ecaade2014_108d24, 686d, 04c0, 58c1, ecaade2016_102k28, dc31, d9bb, ecaade2015_170s35, b647, 8b6f, 7e72, caadria2016_219e10, c9ca, af62, 8d91, e4af, eecb, aea2, e46e, 57fd, 0338, 7a92, a59e, 048b, ce56, caadria2017_125b34, sigradi2014_151p3, d883, 007b, d2a0, 1c4d, c200, 70c0, caadria2017_079z23, acadia16_424j25, 38a5, caadria2015_030i4, 1882, sigradi2016_805ff, caadria2017_054c18, e847, cdda, 3546, 07b6, 8cd0, 5b2d, 3454, 1421, c6d4, ecaade2015_225h49, ascaad2014_003t1, 85a2, 510c, 5e1c, ecaade2014_072n17, ijac201614103r3, ijac201614307s4, 6e3f, 565f, 4bf2, ba39, af95, c988, ecaade2014_144x32, 8788, 1154, 4739, 29d6, 79e5, 68d6, 7d24, 527c, c8da, 5bce, f260, caadria2015_078f11, d88f, e08e, caadria2017_042u13, d8dd, 9a66, caadria2017_057p19, acadia14_291g, e96f, 31ce, 82ef, fb11, fd45, 8568, 943b, 2a59, 6516, acadia14_247i, ae72, 2440, a8f7, e4ea, 3dee, 58d2, 669a, sigradi2016_585qq, 4499, 7ecc, ff94, 2a4b, f327, ece6, ecaade2014_018w4, 18b9, sigradi2014_281b3, ecaade2015_35r6, 0b9d, 7bc5, caadria2015_213m33, 3a8c, 94f8, ecaade2015_94g19, acadia14_435av, b896, ecaade2016_110i30, ae81, 05ff, acadia15_333p13, ecaade2014_092g22, 86de, 6042, 7185, 06f2, 1190, 6570, adef, 0ef1, ecaade2014_188j48, d530, a2e9, ecaade2014_188i48, be39, ecaade2014_173t42, a39b, 0598, 44ce, 41ae, acadia14projects_63av, 0f01, ecaa, ijac201412303c9, ea2e, 29b4, ijac201412406r9, 74be, 07cb, fcb7, ecaade2016_221r56, d34a, 95e4, acadia15_469f20, 1e00, 5a72, 7c6e, acd9, 2a18, ade3, acadia14_339al, ecaade2015_171h36, 7899, 0014, 166c, fc63, 4204, 84ab, 8f96, aa39, 6de2, 7a2a, 26d1, ascaad2014_006u3, edee, 37d8, be2f, f0e7, 565d, f6f8, 86dc, 91af, b3b7, 4699, b206, 62f6, ecaade2016_084i24, 3b3e, 5df8, 7d1f, 59b8, b160, dc91, f280, ecaade2014_096z22, 5ceb, db51, 3e6e, ijac201614208k13, fe98, 6db5, 2211, ab91, 5fc7, e3d0, f8dc, 20c7, 363d, ijac201614207c12, 64a6, a65b, fd91, fd9f, 8fdf, c215, 7874, 6d25, 4d34, e46a, b7e7, 4b97, a0cd, f16c, 0fb6, b4a8, d372, 0825, 02ba, 3692, 647a, e955, a50e, c95b, ecaade2015_127t24, 40ff, 6011, 9c5f, c2e8, ea16, ecaade2014_191s48, 0094, 96f4, ecaade2014_121r27, sigradi2016_814t, f0e8, 26dc, 023f, cd4e, 2775, 7b4e, cb26, c245, a975, acadia14projects_79ac, ecaade2016_225w60, 4534, ecaade2016_127f35, 3d04, bde4, ae7b, 3c3e, ad85, sigradi2013_315a, 6981, sigradi2014_172z4, 7f20, 1019, acadia14projects_389ay, de02, 4232, 5952, c6ef, acadia14projects_427am, 22b3, c542, d503, 091c, d938, 7b43, 5dfa, 052e, 7ae5, df2c, 2fe2, ecaade2015_278u60, 0096, 507a, 358e, 8c45, 7787, cc19, 739c, d31a, 5ea6, 0ba2, bc44, acadia16_140o10, d1dd, ecaade2015_92w18, ec5a, 9661, 3307, abe8, ascaad2014_032n9, d27a, f7a9, cb2c, c997, d5ae, 7a57, ecaade2016_071w18, 2281, bac2, caadria2017_113y29, 0900, b163, 726c, d7f8, 0962, 25db, ecaade2015_333l72, cb34, 8e5b, e520, e4a3, 0360, eb10, 7ba4, caadria2015_162w24, dd13, c51b, 55ae, caadria2016_115k5, eddb, 4940, 3301, acadia14projects_339ab, ecaade2015_286y62, a981, 4875, 68c7, 228f, 9404, sigradi2015_11.165m25, c395, ascaad2016_045b19, 9598, acadia14projects_153d, 889a, e829, 910d, a389, cb17, 35d9, e135, 574b, cf90, be8e, ecaade2016_011f3, 4f57, ecaade2015_152v31, 54df, d6fd, edd3, sigradi2016_558r, 3ae5, e3be, 9c57, sigradi2013_304b, e493, 6df8, d50e, 7a65, ijac201513104k3, 9423, 040a, c5aa, ijac201412304y9, d38c, 9bc7, caadria2016_477f20, af08, 72dc, 64b4, 977a, e683, c829, dfa7, 4181, a9ee, ijac201614205n10, 5cdd, cdf7, 79f8, d962, sigradi2016_490ll, 6d60, 5eba, f352, 78a3, 668d, ecaade2013r_019i10, 0ffd, 879b, e447, 6b71, 820a, fee3, ijac201412402p4, 737d, 703d, ecaade2014_182d46, c03f, f7ca, eb3d, 95e1, ade2, bf7e, 04fb, 4a41, 3e35, 9953, bb91, b5b1, ecfc, 9fe5, 6e83, bfbb, 8dff, db1f, 7799, 2d57, ecaade2016_038i10, 446a, ba4b, ad8d, acadia14_389ay, 7aea, 67e1, ecaade2014_206z53, be15, 79b9, 4714, 8113, 63eb, c302, 5da9, sigradi2016_484tt, 694b, de96, 057b, f5d2, 1d20, caadria2017_081x24, ecaade2015_199c43, acadia16_184o12, 49cf, caadria2016_745h32, 09f5, ijac201614405x3, eb1f, c6d7, 33a7, e05a, f84f, ac9e, 0958, e5c8, eefe, 9044, 3f9c, ecaade2014_180c45, 20f2, 3f1f, 4d02, 8882, sigradi2015_10.138x18, 4527, caadria2017_185s44, 214d, 0fd7, de26, 2700, sigradi2014_263x9, 8468, ecaade2015_196u42, 6eff, dcb7, 64af, 982e, ecaade2014_176y43, 1321, 7b70, ijac201412304z1, 881b, 857a, 7779, 5077, bccc, c722, 91e8, d099, 77bc, 364d, 1153, 5872, acadia15_81y2, 2975, 0cfb, 7d8e, sigradi2016_383hh, 7353, e940, 6ce3, 4127, b47e, acadia14_565aa, ecaade2014_153f37, acadia16_478e28, 63ed, sigradi2016_595kk, 8688, ecaade2016_162a45, 4aaa, caadria2017_122a32, ae16, b619, ascaad2016_011i5, 37e9, c9d4, c11a, a3ba, afee, 3a07, 1be3, 0626, e91c, c144, b116, 526c, 04d7, 0156, 896a, sigradi2013_243t, 375b, 1931, ecaade2015_84z16, 8dc4, 1b83, d28e, e391, 0af0, 6d05, 6e94, bbf9, c4e0, df9c, 3492, a1c7, caadria2017_135h36, e88d, 618a, 6907, c52f, b1a3, f1ab, 3791, 495d, 96f0, f9a2, d9af, 2290, 6426, 960a, f050, 95fe, sigradi2013_100g, ecaade2014_197j51, 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f253, 2423, 19aa, acadia16_12i1, f3de, acadia16_224s14, 4c33, ijac201513103y2, 2085, caadria2015_081p12, ecaade2015_237p54, ecaade2016_006o1, fecd, dd6c, 8de5, f2c3, 4fe7, c968, 0831, ecaade2015_243v55, bd4b, d7ed, 5aa8, fa4b, f121, ascaad2014_031g9, 461f, ed42, 7715, caadria2015_087d14, ecaade2013r_008o5, bf62, 05f9, f180, 58e4, 6b32, caadria2016_353r15, 6afc, c2a3, 3ab1, 97c5, ed78, aceb, ffe1, ecaade2016_025p7, c7fc, c83c, 8319, 78d1, bf6f, 0c8c, 1f88, d863, 1e91, ff75, fdcc, f943, 6815, c4c3, e425, caadria2016_003l1, eb85, 0553, 91a8, f9e1, 6aee, 4376, sigradi2016_611o, 04e4, fe2f, ecaade2016_075e22, 0865, 7f7f, 9453, eab9, 12b1, 8900, ecaade2016_162i44, 0636, 51ea, 825a, fbbc, 7654, ecaade2015_284m61, a2f1, ecaade2016_119t32, 24ea, 4fdd, ecaade2015_318t69, ijac201412403b6, 0a33, 5d35, 00d7, bf7a, f90b, b3a1, 7b5e, a68b, 0658, 693e, b4c9, caadria2017_145m38, b1c7, sigradi2015_8.143c12, bc69, 7258, 5498, 84f9, 8f15, 0304, 6750, e172, 14c1, a2b1, 1645, 56bf, ijac201412201f1, 24a0, 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