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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5784, ecaade2015_103m20, c310, e2be, 63df, 908e, d509, sigradi2015_8.143c12, 4b2c, 4b2d, 8688, 514b, 2381, 8009, 1425, def5, ecaade2015_53f9, c08d, 3002, 8668, 142b, 0f90, 3f60, 3941, bb1b, ecaade2015_11b1, 7586, ecaade2015_101j20, 3244, 9ce6, 7326, ecaade2016_048w13, 2cf1, acadia14projects_229k, 7d9e, 370b, acadia14projects_101ac, 1514, db34, d53d, f285, 500000000, a684, 394a, ae33, f636, e178, ecaade2015_241j55, a53d, acadia14projects_661b, 2920, 4960, acadia14projects_79ab, ad8a, ceef, 2ac4, 27b4, a0b8, a99d, e691, 2b10, d31c, sigradi2013_160h, d23d, 33b6, sigradi2013_248, a9e7, f3a0, f670, 5a00, 29e7, 7b23, 8ef2, 9752, 6505, 0cbe, ascaad2014_004c2, 35c9, caadria2016_239d11, 01fe, cbf5, 38e8, 8dc1, 9702, ecaade2014_168g42, e45e, b061, f1e0, 5145, 480d, 8c61, f570, acadia16_154g11, c57c, a9a1, sigradi2015_sp_8.326y30, 5a73, bb56, ecaade2014_169k42, ce9b, aeda, 96d8, 7a43, c361, 2041, a8fe, 2b09, c7db, 974e, 6428, 930a, a527, caadria2015_114s18, 3069, 1987, 9306, 005c, 96f3, 350f, 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0606, b910, 3db1, sigradi2016_364mm, 349b, e2eb, sigradi2015_13.316z28, bdcd, c974, 986e, f753, 9095, 074d, c8f4, da6b, aab0, 47d9, acadia14projects_601ad, efd8, faf0, a6b2, 8ca9, 411c, e132, 5da3, 01b3, cb57, f5a5, sigradi2014_314n6, ecaade2014_120m27, ecaade2014_112y25, bfbf, fd8c, 1999, e2f6, ijac201614205n10, eb80, d639, 33d5, acadia14_63aa, acadia16_98d7, 4843, 3b7a, a090, ecaade2014_052n12, caadria2016_829g35, caadria2016_497a21, 25b0, f030, caed, ijac201614307l4, a364, sigradi2014_345z8, 5f84, ecaade2016_110k30, 52c2, 8456, 6c0d, ijac201412305s2, c608, caadria2017_031m11, 546e, caadria2017_048t15, c5c8, 6f7d, 5746, c61f, 2926, 7f41, 4c59, 869f, b0c7, 30b1, ecaade2014_018z4, ecaade2014_218w55, 8356, ijac201614407x4, 3f7c, fcf3, af83, 3a69, acadia14_579a, ecaade2015_268c59, adf2, 1f28, 9fc6, acadia16_214y13, 75a9, 8143, sigradi2013_286h, sigradi2013_386e, 4cec, b80c, 31f6, 31f5, be47, 5763, 595b, f770, 3b5a, 35d6, c961, 2d10, 0c1d, bb47, sigradi2014_247j9, sigradi2015_12.259x27, acadia16_12y1, ascaad2016_028c11, cabe, ef5d, 81f7, 8c04, bd5e, 1131, acadia14projects_609ao, ca4e, 49dd, ac07, 6a64, ecaade2015_206a46, d2e3, sigradi2016_770o, ecaade2015_332z71, d2a0, 0f32, caadria2015_033b5, db06, 1991, sigradi2014_021p1, 9ae5, 8fc7, a143, sigradi2016_625pp, ecaade2014_024k7, ijac201412301u6, a2da, 0736, 85fb, 2256, e3a1, cd5c, 8d1a, f908, 644e, acadia16_116w8, sigradi2014_151j3, acadia14projects_347am, 44d7, acadia15_357z15, ecaade2016_058b15, ijac201412201g1, cd4d, 506a, 9cdc, 4ee8, d1e7, b13b, 7db0, cb15, 18f9, a837, 3095, caadria2015_078g11, sigradi2016_450zz, c9d7, acadia14_435c, 163b, e7c6, 207b, fd65, caadria2017_118f31, febe, c2ed, 9691, 6842, 0ab8, 36f1, a853, 5000, c2fa, 924d, d6f2, ijac201614303i2, 6166, b5e7, 01c1, 048f, b624, f6a0, 3825, acadia16_88w5, caadria2015_061d7, 3ae7, c13a, 9c99, ecaade2015_196t42, acadia14_655ad, 9409, 664c, ecaade2015_116f23, ecaade2015_301r65, 6b55, 30f1, 2e33, 98ab, sigradi2016_781a, 3295, 5291, 47c3, e638, 65e2, 020d, c062, 27d2, b505, a2ce, 18e7, 94dc, 461a, 1fa0, ecaade2015_11h1, 3f05, 1ed6, 4df3, 04c6, de13, 0951, sigradi2015_3.65x2, 2014, caadria2015_208p31, sigradi2016_611o, b629, sigradi2016_654b, d8e1, e34e, d21b, acadia14projects_699p, 9b34, 17c4, 98df, bf10, b733, 9910, bbed, 240b, 79a4, b337, 0e3d, 653d, 0ce8, b70d, 6168, 9527, 09f4, sigradi2015_8.328n15, 229f, 1739, b44c, 7cd2, 15b0, dcf8, acadia14_671u, 1f68, 458b, 334f, bcf4, a91c, ddfb, 1b7a, sigradi2016_803aa, 59bc, acadia14_101ac, acadia16_12w1, ecaade2016_111l30, caadria2016_395x16, sigradi2014_144u2, a9d9, cccd, acadia14_189ao, ebfc, 44a7, 76af, caadria2016_467r19, 793c, 0575, sigradi2016_695t, 2e2b, caadria2016_539g23, 26c1, 34b0, 45d4, fc7d, a301, dcec, 0cd7, cd4e, b786, ecaade2015_22y4, 75a7, ecaade2014_010m1, 5280, d226, 4b63, b4b9, cf45, 1aec, 28e3, caadria2017_094x25, 64a5, sigradi2015_10.7i18, 06c6, dbd0, d15b, sigradi2015_6.387m9, 0ae3, a621, 3915, acadia16_362t22, 0fcb, 1bc5, ijac201513201v5, 02e5, b3c4, 1cf1, acadia14projects_281ab, ijac201614306w3, 1274, ecaade2016_067t16, e364, 75ab, 0f7e, afb7, 4ae5, 976e, ascaad2014_019e3, f268, f237, 3c47, f97b, acadia16_130r9, bf0a, 87aa, acadia14projects_445ac, b9a9, 2cd2, 5ac8, 711a, 28d9, caadria2017_028w9, f174, sigradi2016_446ww, ff62, sigradi2013_183c, aa66, ce56, acadia14_291h, eae4, e308, sigradi2015_2.213v1, dd23, caadria2017_096z26, 497f, f2a6, 170a, ecaade2016_162d44, caadria2016_013g2, 3df7, 5917, 6103, 9204, 0539, acadia14_357az, ecaade2014_149x34, 7a18, 1826, d052, e4d6, acadia14_229j, 71d2, 1e2d, c8fe, 4d2c, d583, sigradi2016_764h, 244a, c8ab, ecaade2015_227m50, f2f6, b01d, 3ad0, d01a, 0c79, 9ad7, e250, 59ad, 4ae9, 2a64, b015, a005, 014b, 8717, 1ac5, 9e91, acadia15_47j1, 34dc, 1d74, acadia16_24x2, 5c7b, ecaade2015_164s34, e449, 07de, 5bef, cfe0, 5f21, b200, 814f, 518c, 20a6, 6bee, e6f4, ef09, ad0d, acadia15_311o12, ijac201412301p5, caadria2015_015a3, 0517, 0a8c, b4f2, 3f09, sigradi2016_602h, 8a9f, 3e82, a9ed, f42c, 49d3, c9e6, 11d2, b927, 8dcf, ccbf, d3e1, ecaade2015_284o61, 44fa, 2543, 1002, 5a5f, ec36, 4200, ascaad2016_039p15, ab7b, f38d, 0458, ecaade2015_193k40, d244, ed02, de25, 8ab7, bcbb, 7c7d, 3b6e, acadia16_280o17, ecaade2014_088d21, 9946, c627, 2004, 6456, 3661, ad29, a6be, 2973, sigradi2015_11.34u23, ecaade2015_27p5, bfca, 0cb5, ecaade2016_tkor66, 7ac1, 425c, 30f0, d963, 195f, ee62, 52ae, 8f77, 7c3b, 50cf, acadia14projects_609ar, caadria2017_054e18, 29d2, e06a, 5fac, ascaad2014_029y7, b6ee, 9b17, 6819, acadia16_270b17, 28f8, acadia14_479aw, 2ed0, 12bc, 0071, dd3d, b3f2, ecaade2016_132k37, 0baa, 7c78, 1b0a, b303, 2479, bbb7, ecaade2013r_009e6, 81c8, ascaad2016_030e12, 4c4b, 2537, d5c6, 3d08, bac6, caadria2017_017o7, 978c, ijac201412403y6, f05d, b38d, dc55, 61e7, b716, 9ba5, ecaade2015_285m62, 4d8f, 5196, dad7, ecaade2016_062h15, fcab, caadria2016_601o25, 0da7, 3d35, 7ae4, 629f, 63ec, 5d93, 4992, 439c, caadria2015_209e32, 4536, a83a, c8d1, cb4d, df80, ba32, 2358, ab01, 0b45, 4e01, 7527, 9b66, fe8f, 6290, 47e5, f1e7, acadia15_123r4, 8d87, 9885, bad6, 7fca, 6a40, ebf4, 2ea0, c4e0, 576c, e0c7, 823e, 373c, 6af3, 4416, b29d, 6f2c, c965, c7f5, bb10, 070b, bb55, 7781, sigradi2015_10.267s20, 0372, sigradi2015_sp_8.284o30, fadb, 6d49, 2f17, 66b9, 397b, b638, 8dd2, 7ead, 9343, f683, 4f99, 7433, 8690, acadia16_98g7, 3711, f445, caadria2016_187p8, b8b7, 6072, 118f, ae17, cd7f, 7895, 5d08, c849, 07b4, sigradi2016_369b, bcd3, sigradi2016_448m, 8a8e, 6cfe, acadia14projects_601ae, 581f, c6f1, 9aee, dbff, 8176, 4806, 094e, 6335, c7ac, f3a4, c00a, a78d, b55f, ecaade2015_155t32, caadria2017_074h23, e5a8, 2392, e23b, 7f9d, sigradi2013_364t, 572c, 5b62, ec05, 9a99, 3eee, 71ff, fde5, 8ab9, ecaade2014_224m57, 011b, ad15, 5158, faeb, 3f2f, b6f7, 5777, 33d8, 8ab5, f83c, 39d6, 6592, 3e03, 7597, bcc1, sigradi2014_239h9, 1e48, c2b8, acadia14_661f, acadia14projects_709an, ecaade2015_17z2, 7186, 321e, e4ad, d41e, e744, 652d, fb69, cd25, d32b, e99a, ecaade2016_225z60, f831, caadria2016_457k19, sigradi2016_510yy, ecaade2016_213m54, 4374, f746, e91b, dc03, ijac201614309c6, 9dc8, 7361, 06d8, e6fb, 86d3, e105, sigradi2016_360r, ef2b, 371e, 1918, 148c, 349f, 4cc5, 3520, acadia14projects_619ad, 595e, fb2c, 65d9, 3062, 7974, sigradi2014_099v8, 4ebd, 8298, 4c88, dbb5, ce86, 5707, 4c60, 279f, 59c9, 8900, b24e, ecaade2015_83e16, 92e3, acadia15_407y17, 1c49, 8c1f, fd7e, 4766, 621a, 9864, c9b5, ce00, 3efc, c4c2, 6da1, ac93, d119, 7932, 9421, d929, caadria2016_343f15, c448, acadia15_223d9, 68c9, 7fe1, 1c90, a28a, 16ee, 7ff8, 089f, aa9a, 81d1, 3753, 7d0d, f5a7, ascaad2016_038k14, 8c59, 817b, bd90, 5ef5, b86e, 3b69, bf34, 2f60, 7e8c, ijac201412205y3, e78f, d238, a2cb, acadia15_185m7, 41d6, 2f5f, sigradi2016_814zz, c2a7, 5b06, 5787, 0515, c79a, 71c7, ecaade2015_241l55, a0d7, e795, 6f70, fd81, 708e, acadia14_681ao, 9576, cb17, 510a, 4102, 254f, 30d7, 1c1b, caadria2016_881w37, acadia14projects_661i, b3e7, caadria2016_415y17, 6cac, 4283, acadia15_297a12, ecaade2016_071n19, 3719, ebe9, fec6, 3173, sigradi2014_047j4, beb0, 9673, d048, 8ba6, 5220, ecaade2016_130k36, 2385, 8370, ecaade2015_77s14, ecaade2014_113v26, caadria2015_209a32, 9172, 49fc, sigradi2016_455e, cf74, 1968, a88b, c63c, caadria2015_114f18, b5e4, 7b3d, ecaade2013r_006u4, 1f5e, 30b6, 3d92, 7878, 2c25, e8b1, 8940, 80ca, 2771, 0edd, cddf, 7188, f87f, b020, a9c8, 786c, b797, 5c1d, d163, 9280, e90d, af9f, 8ed5, b7bc, d42b, 00df, b516, 7a4c, 25c3, 79fa, fe0c, 6074, ecaade2015_55g10, c521, sigradi2014_140p2, a5c5, a1ac, c8eb, ce3a, 9552, caadria2017_085w24, 7047, f8d8, ecaade2016_158n43, 2588, 2bea, ecaade2014_239j61, fb4f, 8583, 9a14, 8330, e1fd, 3e47, 7e45, caadria2017_132i35, 24e1, sigradi2016_385pp, 426c, ecaade2015_285d62, 84fe, b16e, ecaade2016_118z31, 8a90, 16cc, acadia14projects_347an, acadia14_101s, d8b5, d276, c0ea, 09ee, ascaad2016_035m13, 0feb, ijac201412305p2, c2d9, 69c4, fd7a, 2bbf, 672c, d296, 3b02, ecaade2016_222y57, a30a, cd1c, acadia16_478g28, 56b2, 5c4d, c919, 4319, bf57, caadria2017_104w27, bfdc, acadia14_691av, 81b2, a5a6, 000f, 33bf, ecaade2013r_013w7, ac2d, 42c4, cd05, 6588, 413d, 8440, 7d2e, 4aa6, 46cd, 5115, 7e25, 6ba3, 4859, 72ae, 3baa, fddb, sigradi2015_3.9a2, f7d3, 8d31, 1540, 7d91, acadia16_62j4, ijac201513303r11, 7f1a, 8768, ecaade2015_21f4, caadria2017_122w31, ijac201513303f11, 7c17, 9a50, e919, 9960, bdad, fd6f, ecaade2014_111k25, sigradi2014_103y8, 60d3, db76, e69b, caadria2015_054l6, acadia14_317s, ecaade2014_199y51, 3d5d, 506d, ascaad2014_037i2, ecaade2013r_020o10, 898e, b0d5, b81b, 414a, ecaade2015_144b31, 9163, 9744, ecaade2015_138r27, sigradi2014_266b2, ecaade2014_086y20, d328, de49, 3500, 7197, 4704, a075, ea25, acadia14projects_153an, sigradi2016_625zz, c867, 430c, 6c46, ecaade2016_099i27, 8846, 9332, caadria2017_142x36, 2c21, 47d0, ecaade2014_014z2, 76f1, df71, f28c, 8e9f, caff, f489, 0f7d, 25af, b417, be59, caaf, sigradi2016_817f, b88a, 1b5e, f020, 234d, b211, fb4a, 62c7, ed85, 049d, 9ac3, 43f7, 6f4d, 0509, sigradi2013_271p, c18e, 1d40, 1c6e, e491, 9497, 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caadria2015_119a19, 6e43, ab44, bae7, 0051, 1c16, fa54, 63a4, 2d8f, ecaade2016_073f21, ecaade2016_144k40, ebdd, ecaade2015_215s47, 22a5, 6a74, e2ed, be7c, 275d, 485a, 1666, ecaade2015_334t72, 0a20, sigradi2016_382q, 0960, acadia15_407s17, 1139, 9e1f, 25c8, f19b, c854, acadia14projects_177z, 8e8e, ade5, 24b0, 3bb5, 43e6, f21e, f72d, b0ef, d5a5, 7443, 3a1e, ede5, 29fd, 3de5, 7494, 847f, e5f0, caadria2016_033u2, 6fd3, b4ac, 09b1, 0936, 0009, 78e5, caadria2015_213x32, f47f, sigradi2016_448y, 752d, a947, e522, a871, acadia14_463m, afba, be6f, 1682, 7603, ascaad2016_046k19, ijac201412407c1, cc90, ijac201513203c7, 9a75, 3b75, 923d, caadria2016_333v14, sigradi2014_313v5, 12bb, ecaade2015_293v63, ijac201412203a2, 0b6b, ecaade2016_113u30, af05, 3929, ecaade2016_216y54, a103, b4a4, sigradi2015_9.152z16, 470b, 28df, a537, caadria2016_311c14, caadria2015_119w18, 23aa, eb91, f1b0, 2708, 109b, 4f06, 7775, dfb7, cdfa, 854b, 619d, acadia14_167v, fc07, ijac201614204x9, 11a4, acadia14projects_291i, 18ac, 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4d76, 371d, 1d9a, 0935, c5d4, ascaad2016_017z6, 6c8b, dc2d, 88bc, ecaade2015_114c22, 924c, 8213, sigradi2013_158f, acadia14projects_199af, caadria2017_048u15, d02a, 5f59, c21b, ecaade2016_018b5, 6929, ijac201614101b1, f5a8, a91d, 59aa, acadia14_609az, e854, 5574, 5599, 4dea, 5e96, 9517, 308a, ecaade2015_35x6, ijac201614307o4, caadria2017_109a29, b189, 3210, c7ca, f7f6, 5139, d06f, 65aa, ecaade2016_078m23, 71c2, c7df, 6124, cc6f, b2e7, 2093, b989, 3e80, 9dad, 559a, 20b2, 995b, sigradi2015_1.288c1, a913, 1de2, ecaade2014_153e37, 2491, 6063, a22c, 5398, 96a5, ecaade2015_297f65, 793b, ecaade2015_92m18, 248a, ea56, ec8e, ecaade2016_118c32, 5e31, d3d4, 6aa0, 2aba, ijac201614204y9, 5dd2, sigradi2016_817i, 5048, ecaade2015_303z66, 7930, 52e7, ecaade2015_37d7, 23dc, acadia16_424i25, ijac201412405o8, 5f6f, bf9b, 9caa, acadia14_33ag, ae55, 110d, ceae, 8504, sigradi2013_387f, bf9a, e806, 6731, 85c4, c484, 4776, a2e9, ca6c, bf48, 799a, 54c0, 1d0b, caadria2015_126o20, 2f6b, f1bc, bb59, 9efb, 598c, 297c, 11f8, 5239, f4e0, acadia14_627e, 10f9, ijac201412304s1, 4a9b, e1e8, ijac201614102y1, 3091, a717, acadia15_483n21, 3341, ad8f, f077, eadc, b9ea, 362f, 56f7, ecaade2015_227y50, 1604, 41b5, afe9, ee36, 9304, 06fd, 6744, ijac201614403m2, 6de8, e121, ecaade2016_094t25, 54bf, da8e, d531, 9249, 75e5, d2f2, 7226, 0562, f6a5, b922, 4799, acadia15_469m20, caadria2015_054n6, ecaade2015_143s30, 159d, d20a, d986, 2032, 2335, caadria2017_081p24, sigradi2013_315z, d779, ecae, ascaad2014_011x5, fca9, 9021, a699, f2b2, 8ecd, a5f0, 90fa, 84bc, 1a65, 1f5d, 8161, 451a, 1e51, 9969, fbfc, 674a, c3ce, 132c, ijac201614208m13, 2c51, e1ea, 83ef, 2f9c, 0e38, d3be, 43fc, 3d85, 0614, 0d09, 4533, ea45, b7f6, d117, 6b10, 7f4a, ecaade2015_293z63, caadria2017_158y39, acadia14_579f, 95ef, b0f4, caadria2015_208v31, 6c61, 0cfc, 4491, ef59, 9fe0, 5ca4, 7c72, 8c73, 0fa8, acadia14_23ab, 2ee8, 2864, 0521, 07e7, e8e2, cce6, 46ce, 3c01, 0f92, caadria2017_110j29, ecaade2015_152s31, acadia14_435ak, e8f9, f803, 7259, 6222, fb5e, ecaade2016_241f64, cce8, ecaade2014_163g40, 3901, 72da, 7cfa, 2de5, acadia14_219d, 3546, 7905, 5073, ea31, ecaade2016_119z32, 90b4, 66c7, acadia15_263b11, e12b, 0d84, ecaade2015_138v27, 19e7, e15d, acadia14_579e, ecaade2015_286x62, 6a45, 11ff, 0c3d, 3dbc, 6b4e, a793, ce9f, 4c96, caadria2015_213d33, 135e, 73d7, 8a64, b972, 7776, dbbf, 00c1, 099e, 68f8, be38, acadia14_463u, db31, 3ddd, a04d, 1e70, ac37, 1d15, d13c, d820, 9f10, dcc2, a543, 0f13, 21e1, ecaade2015_64m13, 0732, caadria2016_755m32, fce5, db09, 2901, 1018, acadia16_470g27, 4376, e4e2, d74e, 199f, 6fbd, ascaad2014_001i1, 1648, e069, 4606, f4ac, caadria2016_383n16, 3cd4, 735d, e521, acadia14_101af, 0bb6, ecaade2014_133s29, 8278, 4415, 9285, 5e01, 283f, ecaade2016_071i19, 0ea4, d479, 0e8d, 3ae2, 2df4, acadia15_323n13, ecaade2016_132g37, 113e, ca85, 2d93, 366e, 0b37, c2f9, sigradi2013_155, sigradi2016_400i, 5b27, b436, f7a9, 3adf, 0929, d467, 2b1c, 667c, ecaade2016_087v24, 552f, b5c4, sigradi2014_048s4, 3b2a, 8fec, f67e, ijac201614407t4, 51ac, 7abe, 3b79, fe57, 0e4c, 8d3e, ecaade2014_052d13, ecaade2014_100k23, d99f, ecaade2015_164x34, 7641, ce2e, cb6d, 6c99, 4524, 2a51, ecaade2015_240z54, acadia16_488a29, 541f, b090, 3a5a, e7fe, 6c52, 49e0, ecaade2015_303t66, ecaade2014_180j45, cf69, ad1d, d090, 9592, ascaad2014_007b4, f9b6, 776f, ascaad2016_011j5, acadia14projects_237ax, 338e, 675a, 5b60, 5201, 2fae, 78b3, acadia15_371i16, ac0d, acadia15_47m1, ijac201614301e1, f815, ecaade2014_018m4, da6d, 140f, 62c8, a8c4, caadria2015_064p7, 6ad1, cbed, 3491, edc8, 3064, fcd4, 2b06, acadia16_382p23, 093b, 1512, 1943, ecaade2014_120k27, 8703, ijac201412205t3, 48de, 6c42, da95, 3737, 7010, ecaade2014_080k19, 23ce, 80f9, ac9b, 878b, e7bc, d0e2, eef0, 364c, 555d, 743c, 14d5, b84d, 468f, 56c1, 8aa0, b83b, 6aa8, 1d64, 74d1, a42a, ijac201412404h8, 0280, 5526, 068d, 6ace, 1cd6, f83a, sigradi2014_313b6, ecb0, 3094, 3dd4, 1537, sigradi2014_082r7, d722, 8de3, cd79, ecaade2016_048b14, 159b, caadria2017_004v2, ff36, 0924, 053b, 9512, ijac201513205a8, d0b7, ijac201513206y8, ecaade2016_mrte66, 51b5, 8724, c628, c098, d777, ae9a, 875a, f49a, 372b, a068, ca1b, 9030, b102, e0ad, 89db, de38, bd77, 24d8, 4aa0, ad8c, 8988, d0bc, 2f81, 2216, f50e, 377a, ecaade2016_027x7, c1a8, caadria2016_579n24, acadia14projects_655aj, 217b, acadia16_140x9, 4203, d36d, 103a, acadia14projects_153ao, 6f30, 4039, 845d, 0d88, 1f85, d839, sigradi2013_54p, df59, 6d90, 95c0, 3756, 2ecc, 8c80, e507, caadria2016_755j32, caadria2017_145u37, caadria2016_529n22, ecaade2016_111n30, 9df7, 5ab3, d17e, f4bb, b6a0, ecaade2016_120n33, sigradi2013_407a, 8bcb, b9ee, caadria2015_139a23, 57c6, 986d, 100a, 93ad, e057, 47e0, 23b8, caadria2016_157p6, de8a, c7e2, 1f3d, c2b1, d87d, 56fe, 6e72, 3537, fe63, cbc1, sigradi2013_28j, 6d9a, daf2, ijac201513101k1, f5fa, 93c0, 0349, 65d1, d7b5, 8219, e5ca, bde3, b59c, ee20, b396, 3ac5, b1b1, cea8, e039, ascaad2014_025n6, 066a, ff77, 7119, 808b, ecaade2015_136s26, 46c6, 0b8f, 4e4b, ecaade2016_058w14, dc95, 385e, 86e0, acadia14projects_589b, 5507, 7320, 9e35, ecaade2014_185u46, ecaade2016_095d26, 8fbb, 4b7d, 658b, 5575, 435d, ecaade2015_235z53, 89e1, ecaade2016_074j21, caadria2017_067p21, ecaade2015_79l15, acadia14_409n, abaf, 80ee, 4190, acadia14_23aa, b820, 406a, 4a25, 963a, c3af, 38f2, af10, ijac201614309u6, ascaad2014_019g2, a311, c74e, c22f, 6030, 365f, 03ed, d499, e4ae, acadia14_135j, ecaade2016_102v27, 35a5, a4f1, fc4e, f7fa, a6ad, 1490, 6185, 801b, ascaad2016_042a17, 3969, 1341, 8f43, ecaade2013r_009t5, sigradi2013_243f, 6fcc, 5a50, 9d94, 6d7c, 131d, 47b7, d52f, f2f2, 9e9f, 8bf2, d5ca, af33, dc59, 74de, 5103, eb6b, 0e2d, caadria2015_208i31, 48cc, fa50, e4b9, a933, 4ee0, 18a3, 8ad2, 09a3, 376c, caadria2017_041v12, sigradi2014_291n4, 1e78, ecaade2015_114n22, 1fc9, 9ab5, d539, ijac201513104i3, c695, ecfa, 7c3f, a800, acadia16_154i11, 7aae, 8776, 3059, 8b94, e07b, e93b, 88de, 30ae, 9c1b, 05ba, 1635, ijac201614103t3, acadia14_427an, caadria2016_135a6, sigradi2016_517r, db2c, cc0d, caadria2017_182s43, 26d2, ascaad2014_033w9, 0632, 43da, 9e69, a57d, ascaad2016_039m15, e300, c2a1, 9bbe, caadria2016_787j33, 8bc9, 876d, d828, 00d0, 2a22, 6f58, d6e5, 48b2, cf08, 7d95, 61fe, 8873, 6052, 6fc9, da15, b814, 4ac3, 10bf, 1582, fdb4, 2c48, d44e, a49b, 3abb, a8d6, 52bb, b2c2, 9a37, 7561, caadria2015_213k33, 535a, fd27, 1be0, caadria2015_014o2, a969, 5d49, 8e71, ecaade2015_53g9, e41e, 568e, 255b, caadria2017_070h22, 4e64, 7476, 7865, a63a, 9aa5, ecaade2014_192f49, ae81, caadria2017_123m32, c0de, 87ab, sigradi2016_550o, ea7d, 75fc, 2c64, 39e2, 637c, 820d, ascaad2016_057k22, b1da, caadria2016_457e19, 6f85, 0b4b, bae4, sigradi2013_313s, 383e, c064, 76ec, 1d08, 1b3d, 5fe1, a639, b774, acadia15_263y10, 3403, f64a, acadia14_63ao, a8be, c36a, dfc2, sigradi2015_5.384m7, 43a3, b962, caadria2017_158b40, 8853, 8841, 877a, 4975, f3ac, sigradi2015_10.267n20, ecaade2015_73c14, 90d6, ecaade2016_208v53, c42b, ecaade2015_230g52, 01d9, c6ba, c278, 5b76, 945f, acadia14_247o, da61, 6267, 3670, 2f9e, 1a17, 8489, ab8b, 9436, caadria2015_073i10, ecaade2015_194e41, sigradi2016_686rr, 9236, 4b89, 912f, b151, c7d4, 5984, 1372, 164e, 7690, ecaade2016_110e30, c06e, 2946, 4570, 84f9, acadia14_153h, 02a9, c16b, sigradi2016_356f, c90d, fbd8, a5e0, 74be, ecaade2016_027f8, 0f1b, e88d, 7444, 6647, 9fb6, ascaad2014_016g9, 1257, ecaade2015_161j34, fb83, 6269, 8886, 44d5, 95ae, ecaade2016_068w17, 77fb, eaec, 252b, f443, sigradi2015_10.309r21, acadia14_317u, ac96, 4e2e, bdbd, 784a, 362a, 1f4e, acadia14_531y, 2524, ecaade2013r_003j2, b9e6, 07f8, c282, ecaade2015_138b27, acadia16_62h4, 4abc, 14df, 7f76, 0d04, 94c5, ijac201513305n12, 316e, 2f70, 6d9c, b601, ecaade2016_077z22, acadia16_184t12, c945, acadia14projects_609av, b412, 41ad, f81d, 19f1, 4e11, sigradi2016_777bb, 0b55, 4634, a2c3, 4a72, cc18, 879c, acadia14projects_189an, a4b2, 7c80, eefe, sigradi2013_267d, e01a, daef, ecaade2015_138i27, 7d64, ecaade2014_173t42, 978e, 34ee, 4e47, 7b78, 8316, b6d1, d69d, e48c, caadria2017_182z43, edd2, acadia14_719l, ecaade2015_180m38, c56e, f82f, caadria2016_539y22, 515f, 4175, 36a9, 27c8, f922, da9e, cfcb, 6c82, 5d53, 8bc2, c6e7, 6435, 866a, eea5, f1b1, ecf7, ffc6, acadia14projects_339aw, 5a94, 3327, 31dd, ecaade2014_108c24, 525c, 8d99, sigradi2016_732r, 63b8, bce4, 08d6, 7ebb, 0ec2, acadia14projects_291an, 5d70, ecaade2015_155f32, ecaade2016_bkor65, 241f, eaf0, 2af3, 93a5, 12ee, sigradi2016_450ww, 09b4, b6b4, e6a1, b9e9, 6192, 44a2, ecaade2016_095y25, acadia14_291e, 41bd, ee51, aec7, 3999, 2ae2, 3572, cd9a, 3da8, ecaade2014_139d31, a083, acadia15_513v22, sigradi2014_339c8, affa, c816, 7f08, 8c00, ec59, ecaade2015_180t38, ijac201412407b1, 007d, c85a, 412f, ascaad2014_030b9, 6eae, acadia15_343c15, 3ec1, a8c7, 423e, b3e0, 870e, 4414, ecaade2015_273e60, 1247, 43e3, 0c9a, sigradi2015_8.186v12, dff2, bd76, 0031, ijac201513203o7, acadia15_483a21, 971f, ecaade2016_080a24, 1eba, 6c44, 912d, acadia14projects_473aj, acadia16_12e2, af82, 69f4, 1ef3, 32d0, 96ec, 72e6, 9a6a, e14a, 8f36, c766, e472, b9fe, caadria2017_189d45, 7aab, acadia16_318n19, c7e6, 04e3, caadria2015_087a14, 7906, 2929, caadria2017_134z35, 32b6, b490, 460f, 14b2, dd1a, c130, 4814, b6e1, a8d4, acadia14projects_199ab, 8c1d, 6ed9, a2d9, bf8e, ac17, ecaade2015_195g41, d3ea, 1641, sigradi2013_275d, ec43, 2877, 63be, ec8c, d93c, 27a7, 6f96, ef78, f47a, 03c2, 745f, 902d, 390e, f253, 5e61, af37, dc8f, 49ef, ecaade2016_102i28, 478a, 35df, caadria2015_203e29, 7174, 6fdb, dc0e, e220, ecaade2014_100e23, ba3a, e3d7, 5acd, d928, ddbc, 13bd, 597e, ecaade2013r_005n4, 4fea, acadia14_301aw, aac2, sigradi2015_11.165r25, acadia14projects_301d, 99a9, 9169, 1e41, 0127, ecaade2014_044k11, 9f8d, 5a67, 5c28, acadia14_247t, sigradi2013_112e, 38ea, e6a0, 772c, 85e9, 33a0, 2dd2, acadia14_473am, 8157, caadria2017_042v13, 20fe, f34e, 5dfa, ec7f, 24cf, ijac201513105w4, 5724, cb19, 4774, cf8c, acadia16_12f2, 5bee, dc2e, ecaade2014_065g15, 9e7a, caadria2017_074k23, ff96, 8377, 80a5, ce34, 5089, f931, sigradi2016_690b, a254, ee32, 9621, 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c1ad, acadia14projects_627an, b2ad, ecaade2016_084h24, 340d, 0654, acadia14_365ao, sigradi2015_8.189o13, abbb, b2f9, ecaade2016_057p14, fbf8, 035f, acadia16_280u17, 54f7, 59b6, d5dd, 72e0, 2361, acadia14projects_445ai, 0604, 8a4e, 9311, 33de, c6cf, 792e, e0a8, acadia14projects_339ai, bcc4, 7e9c, 32bb, 2010, ecaade2016_222r57, e708, 4517, 814c, acadia15_232o9, ca0a, 1795, d0ea, ecaade2014_176i44, 14d3, 10f1, d051, 5135, acadia14projects_339av, acadia14_565aj, 5920, 562e, a433, fa0a, ascaad2014_035p1, 6b51, 1013, 9400, 39ac, 3b13, 28fe, acadia14_43ac, 64f0, 0881, cbe1, 9548, a6b7, 961c, 753d, fa96, 8bcd, 5640, sigradi2013_260, fd50, 4905, ecaade2016_170w48, 1e8a, 9723, c383, 92be, 8336, sigradi2013_46, sigradi2014_172w4, 6e3c, ecaade2016_078n23, 6993, 64d3, b25c, c033, f747, 1f29, ecaade2016_208z53, 6b6f, d86a, acadia14_247k, 1940, 7424, a9e4, caadria2015_246a36, d007, d0bf, 2634, c2a4, 93da, 2ae8, caadria2016_651z27, c7b9, 0ac0, ijac201614102v2, sigradi2013_222h, 0747, ijac201513102e2, ecaade2015_287s63, 8c51, 0f09, 6f04, sigradi2015_10.7d18, 8f7f, b506, 156e, 22b3, 4497, 7a56, sigradi2016_414hh, acadia14projects_145ak, 9730, ijac201614207k12, e87c, 7035, sigradi2015_3.9b2, 1cfa, 44a5, aa85, a68b, ijac201412304m1, e8d4, c3ae, 2522, d498, f008, 1865, ba73, 9648, sigradi2016_467m, ecaade2015_180v38, ab73, 20c7, ab05, 5ec8, df42, 4715, 5ffd, bb65, 8c14, e2cb, 2c5e, 317e, 476b, 5594, 3ca5, b656, caadria2015_102y15, sigradi2016_407v, 2365, 3ae0, 8309, e106, aa04, 3f9d, fa7e, 7cd8, 25f6, 0192, 6162, 03ad, 670e, a52d, ijac201614405g3, 79d2, 5b89, 3c5a, 5974, d78a, 2a35, 5862, 5369, 619f, 58d1, 8118, acadia14projects_479u, 707a, 9ec5, 9c2c, 8973, 2297, e54a, 5b8e, sigradi2013_359l, d26f, 90fd, c763, ijac201614105m5, 98e1, b8f5, 50f2, af23, 24a2, a7e0, 5e8a, 7acb, 07c1, 6523, 10d6, 1ecb, 2e83, 6b5d, dcd5, 7b71, 9e0a, e855, 44f7, ijac201412401z3, 15f7, e453, 9221, a8b4, 6964, 5830, 617d, 7edc, sigradi2013_138t, 09e2, aa15, cbce, 2df0, 838d, b361, 3e44, 48f1, bb3a, fc1d, ae91, fe22, f44d, 3a1b, 38f9, ac27, ascaad2014_010o5, 2904, 1f0c, f277, 9a65, sigradi2014_137m2, 73c2, bd4b, 702f, cc42, ec20, 5c17, ed69, ecaade2016_183s49, 58b0, f5cd, caadria2016_343l15, 62a7, 6bfb, 6f9f, caadria2017_094a26, 783b, ecaade2016_040x10, 3bf8, c418, 0453, 830f, 2f73, ecaade2015_177b38, adf7, da43, ecaade2015_53k9, a388, sigradi2016_393ww, ecaade2014_084s19, 48c5, cf03, d044, caadria2017_016o6, a59c, 467c, 9423, 18b4, 4e94, f6d4, 873b, ee17, 2e32, af34, 2113, 68f4, caadria2015_208z31, d80c, 6491, 3c11, acadia14_463d, ecaade2015_195l41, sigradi2013_381k, 0d29, fa17, 8f37, 63fe, 2171, 9271, be0f, 0afb, sigradi2015_3.65u2, 41fd, 27af, caadria2016_095m4, a0f5, 8199, a3bc, 0ba7, 0007, f707, a54e, f8b9, sigradi2016_710ee, 82bf, e934, 422d, ed03, e8fd, 4ac4, ascaad2014_031e9, 39c7, ae03, 6307, 4367, caadria2016_579u24, 8ef0, 4b1b, 34d0, 77a4, ijac201412402w4, 0481, a7b9, acadia16_54a4, cf09, 77cb, sigradi2013_313t, f0ff, acadia14_145n, 14f7, 65e1, 9c8c, 152a, f926, a833, 0617, 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acadia14_375k, acadia14_549r, 32d6, acadia15_95f3, f372, 9a3c, e5fc, f929, 04c4, caadria2015_202x28, 12c6, 4093, bb48, ef74, 9e22, d267, e2e4, acadia16_260j16, sigradi2016_590i, 27b1, e862, 7c8c, ecaade2015_287u63, 7947, a329, 5454, 68c5, fc2c, 04fe, 5806, 6b7f, 1da7, b581, ecaade2016_026t7, 8531, c904, 2df1, caadria2017_127d34, 8d10, 1021, e9d7, e4b8, f411, ad6a, f95e, acadia16_88x6, d083, 293a, 8096, 1a42, a42f, 74b8, 5d2e, 0472, 11c8, 5c67, sigradi2016_470x, 5214, 4b71, 4932, ecaade2016_043x11, e7d6, 8df0, acadia14_125r, 646c, ijac201614302t1, 176f, e6e3, 0c8e, bb72, d8c1, 2723, 0eac, ecaade2016_037u9, caadria2016_095u4, 7e71, 4c7e, 1134, 3196, acadia14_291az, 6847, 115d, 36bd, dd15, 4349, 42fa, ascaad2014_012g6, ijac201412202u1, ed8f, ecaade2014_149d35, ecaade2016_154b42, 9dc6, 7f89, 0ef8, d012, 8a08, ecaade2015_138e29, fdad, ecaade2015_103k20, b84b, 8ba8, 86a1, 4cbb, d55b, 2694, badc, sigradi2015_3.201z3, 3928, 2788, sigradi2016_659n, sigradi2014_282o3, 6229, 510e, c3a9, ac3d, 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