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

authors Miranda, Pablo and Coates, Paul
year 2000
title Swarm modelling. The use of Swarm Intelligence to generate architectural form
source 4th International Conference on Generative Art, Politecnico di Milano University, Milan, Italy
summary In general the paper discusses the morphogenetic properties of swarm behaviour, and presents an example of mapping trajectories in the space of forms onto 3d flocking boids. This allows the construction of a kind of analogue to the string writing genetic algorithms and Genetic programming that are more familiar, and which have been reported by CECA. Earlier work with autonomous agents at CECA were concerned with the behaviour of agents embedded in an environment, and interactions between perceptive agents and their surrounding form. As elaborated below, the work covered in this paper is a refinement and abstraction of those experiments. This places the swarm back where perhaps it should have belonged, into the realms of abstract computation, where the emergent behaviours (the familiar flocking effect, and other observable morphologies) are used to control any number of alternative lower level morphological parameters, and to search the space of all possible variants in a directed and parallel way.
keywords Swarm Intelligence; Autonomous agents; Enactive Perception; Structural Coupling; Sensory-motor Perception; Stigmergy
series other
email pablom@interactiveinstitute.se
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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ecaade2016_067o16, 2318, 45ba, e120, 91d7, 9401, eda4, 2ec5, a218, 57f3, bb5c, 8876, f264, ascaad2016_005y2, 75fb, 4182, 4469, fbd3, b3dc, 3a9d, 635a, 6446, 8697, 2670, 6340, ijac201412403k6, ecaade2016_mrtk66, 30a8, 9c90, 42b6, 28f1, b6b1, ecaade2014_194d50, 0742, 0ca8, caadria2017_175e43, acadia15_431n18, f484, 9adb, a450, ecaade2015_53u8, 4b79, ecaade2015_170o35, 5994, a086, 105e, 494b, aa85, 06fb, 271e, da80, ecaade2014_022x5, 94bb, ab10, b7d2, 61cb, 0614, 0e22, 18b6, b8da, f146, dc28, f19f, afb8, ecaade2015_336f73, a28c, 7138, 01cb, e0f1, 9cde, de9b, b236, f4bc, caadria2017_155n39, 9360, 4210, acadia14_627h, 47be, bc3d, f774, ijac201513203c7, 6c90, 4ad2, c08e, 8cbf, 6d4f, sigradi2016_673hh, 92f3, 3b87, sigradi2015_9.168e17, 3f56, 238d, sigradi2015_3.268d5, d7bd, d214, 6c3b, 2a0b, 535b, 615c, 9ae3, 70c9, 4bf3, cc69, bcfd, fcce, acadia14_339af, sigradi2014_140p2, sigradi2013_347s, 002e, 2675, ec89, e097, d3b5, 405e, caadria2017_057p19, caadria2015_139r22, f66b, 26b9, 0f8f, e122, 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1207, fc2c, f129, ecaade2015_207k46, 0198, b0dc, 7fb7, a5bb, 6af4, 7eeb, 7d23, 4f4f, c36f, 94f4, e7dd, da73, 33bc, f6b4, 00cf, caadria2016_105b5, 5fa2, sigradi2015_4.52j6, 749d, ebed, eb13, ecaade2014_049x11, fb26, 776c, daef, 46be, 6173, 03aa, 5508, ff49, 3514, 53a1, bedc, f8e5, 1e91, 9ea4, a7cc, b9ef, ascaad2014_001i1, 8d75, e88b, 97bf, 11a0, b34a, 9789, d990, c1d0, ee1d, 7b67, f4ff, 2e97, f6c6, adf3, 5df5, 062c, acadia16_308u18, bfd0, 5cb5, 4e63, 42b0, ascaad2016_025p10, 8b86, e01f, 71f9, caadria2016_839m35, 2d6c, 3031, e63b, ecaade2015_169d35, 714e, ecaade2015_273g60, caadria2016_673b29, 3112, 5a4f, ecaade2015_248o56, 240a, caadria2015_108s16, 9fc8, f7fa, a0a0, a78c, ecaade2016_057s14, 5e83, e5b3, 15e0, caadria2016_477x19, 5497, 4606, a91c, 03bd, ecaade2013r_004t3, d37f, ff69, f174, caadria2017_072d23, 5b40, ecaade2016_098b27, 8a2a, 3151, sigradi2016_778nn, ce24, acadia15_81t2, 8aa9, 0d4c, 4ee1, 9e79, 3fdf, ascaad2014_004p2, aadc, e738, b0e0, efd6, 2f2e, 9796, 7b7d, 7718, 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8b2b, ijac201412403y5, ecaade2014_016g4, d244, acadia14projects_117c, 0a9e, acadia14_111i, ijac201513104r3, 6afe, d6b2, 2bc1, b765, acadia14projects_375j, 4cd0, 0003, 35cf, 0c99, ascaad2016_049u20, ee18, 9b96, de37, fe51, f8f4, d727, ecaade2014_168l41, 3abe, eaae, 6008, 8e3b, 4a82, ecaade2013r_004u3, 44b9, 97cb, 81e9, 4e15, ecaade2014_042s10, ijac201412401e4, 1da2, f73e, f9dc, e1d3, b527, 9664, a065, sigradi2014_099r8, 7473, 2c24, caadria2015_004o1, 0f9c, 9f4b, d3db, 70ec, aeb5, c5e7, 2203, 576b, b141, c51b, ecaade2013r_003m2, 311f, ca5f, aa8f, 5d53, 099f, 89af, e2fa, 3c71, acadia14projects_435d, ijac201412205d4, ecaade2015_185r39, 131a, 3ba5, 31ed, 94a5, 7173, ce9c, aa94, e666, ec9c, 2e87, 2928, 30fa, fae1, c548, bd33, 5cea, ab7e, 36bf, 8648, ijac201513303v11, cad8, ecaade2016_tkor66, 34be, 8854, e31e, 021a, 4d75, c76f, b976, caadria2015_010x1, c5c3, 9feb, a7f3, b65d, 8b90, 4924, caadria2016_301r13, sigradi2016_695y, 5bd8, 4dac, 7365, 5846, ascaad2016_007n3, cf80, 99b5, d20b, ecaade2016_027x7, f36a, 5d68, 124d, 0d57, c064, fea7, 24aa, 71e1, 138b, 1e4f, 7fa1, 7eb2, fec7, caadria2015_126c21, f1cd, 610c, b695, 127b, 6d17, 1d40, 4b5f, 4687, ecaade2013r_015s8, ecaade2014_224o57, sigradi2016_815u, fa24, 2a3e, ecaade2014_009b1, 3484, bbbf, 8b74, 0047, 6af5, 0dc2, 8946, 543e, b381, caadria2017_052s17, 5ce4, caadria2017_134z35, ecaade2014_169k42, 5ff8, 808d, 17c5, c540, f1dc, 1b4a, ecaade2016_073h21, ef9e, ecaade2016_074j21, 7f61, e7a6, 3bd0, 03e8, 947c, acadia14projects_75c, c4d5, 9aea, 36ea, adde, 3962, 36cf, 8907, ecaade2016_168f48, cddb, 998d, 21af, ecaade2013r_002h2, 48ea, ea8d, a955, c96b, 149a, 17a3, 5083, d025, cb07, ecaade2016_tkox66, ebcb, fabd, dfa2, acadia15_443c19, 80cd, 3c6c, 344d, a488, 2dc7, 545b, ecaade2015_53t9, caadria2016_353y15, 0685, sigradi2013_234g, sigradi2014_045f4, acadia14_101ae, 2c33, 10b4, ecaade2015_152a32, 3ed5, 4f3b, e2a2, acadia14projects_43ar, acadia15_323r12, a50f, 6f88, d0b5, 4295, 54f8, caadria2017_023e9, e264, 101b, 0f09, ecaade2015_138l28, acadia15_203n8, ijac201513306w12, c8a6, fa2e, 5b0a, 2a70, 5b1e, 3d8e, 277e, acadia14_145ah, 7e33, 865d, 5041, 402e, 8ddb, acadia14_601ag, 4314, 9325, aa3c, caadria2017_086m25, bac2, ec86, 938c, ecaade2015_318n69, acadia14_699c, 0ef2, 89c0, 7041, d5d8, ecaade2016_215z54, bc66, 6df2, 1ca4, f7d5, dd0b, 0e7e, 124b, ecaade2016_118h32, 71d1, 8f64, bcca, b1c9, 2081, 4e54, 2d77, 79c2, ecaade2015_215e47, d740, ecaade2014_153c37, 2652, ecaade2015_199z42, sigradi2014_189n6, be21, 298b, ecaade2016_203h53, ecaade2015_110e21, 1f0f, 17cf, e3b6, caadria2017_183m44, ecaade2015_155l32, f376, 6e8f, 3446, 1bd5, c4af, 0753, a0a6, 3070, 16a8, 080b, 0e2b, 9023, f580, ad02, 34dc, sigradi2014_307o5, 4d1e, d0ec, ace9, 3113, 5534, 06d1, bb21, dc2f, sigradi2015_12.19x26, 6b45, cf84, 6bd2, ebaf, 2d0e, 2738, a928, b424, 2809, 23c7, 5c49, a4f4, c349, f395, caadria2017_158d40, 0c95, ecaade2016_198h52, acadia14_145ag, 9b8f, a97c, caadria2017_035u11, 7380, acadia16_62u4, 6713, d96e, 2d78, 495f, ecaade2016_042i11, f60c, f7c4, 0983, ecaade2016_073w20, ffab, ijac201412306d3, sigradi2015_11.71i24, f79c, b271, b311, acadia15_211t8, 50b6, 01a0, 7ee9, c6c2, sigradi2014_213t7, 8b9a, aee0, 0b9f, ce8b, 0b68, acadia14projects_75e, 3599, ijac201614201m6, ecaade2016_191j51, dbef, acadia16_362o22, 377d, caadria2016_467r19, 0df4, b7e1, 77e7, ecaade2014_159p39, 6ef4, ecaade2014_149u34, acadia16_382v23, e874, 0d81, 7c3f, cbfc, sigradi2016_724zz, 7306, sigradi2015_6.329x8, ecaade2014_044g11, 6e47, 375b, ecaade2015_21t3, 9e98, sigradi2013_41r, 6840, ecaade2015_144f31, d994, caadria2015_064v7, 04e2, c250, sigradi2015_10.138y18, 9f0c, c45c, ae13, bbf5, c950, 8ecc, caadria2016_095n4, ecaade2015_206m45, acadia15_95b3, 5b3f, e19f, 6d91, 7e61, 2415, 0b7d, 866c, 94f0, 30d9, 4493, 7813, 6b32, cc61, 4921, 3e5d, 1e81, caadria2017_081t24, caadria2015_208u30, ascaad2014_003r1, ijac201614208r12, 8f1d, 8cd3, f013, 1689, ecfb, 8407, 2e1a, fbb9, 1dcb, d6dd, 5c29, 47d1, 7f46, 3e4f, d2c5, 3253, 6803, acadia15_274m11, 33f2, 8f05, ecaade2016_123l34, acadia14_291ak, 48a3, 4fc9, e663, 66a7, 5d1a, ecaade2015_319e70, d3e4, bc93, e56c, 1d32, db29, 43b7, 1d72, c637, 39b1, 0e92, 2498, 5f47, 87c3, f290, ef24, bcd6, ascaad2016_003r1, 7978, 7b34, 6e6b, f3c6, 8b1f, ad8f, 9a72, d045, 3e4b, 6f8d, 1e42, 67c5, 3498, 3267, ecaade2014_149e35, de85, aab0, 7ea9, 9d07, sigradi2016_817f, 560f, 0c88, 0c7c, 9aab, 2720, 8110, 0c2d, 1fd0, 4c35, 74be, sigradi2015_3.209y3, f91f, sigradi2014_144a3, cf21, f48d, a244, 95d0, 030b, ijac201614202s7, 3b9e, 25a0, 7899, ecaade2015_48x7, 9832, 7765, 1a6e, 7adc, f204, 8b27, 0b2a, 7e9a, f301, 0478, 6001, 93f9, c141, acadia16_88i6, 5a1a, 9053, 8e3f, sigradi2016_595cc, 25d9, a5eb, d00e, 2ef5, b1ff, deb5, a7d0, 7a89, caadria2016_559y23, 4dc1, 23be, 9fc5, 906e, 6218, caadria2016_797x33, 282f, 2340, ebc0, d131, 98bd, 9872, 6d06, 74b9, aa11, 001f, 168b, e5e6, 732a, ecaade2015_250i57, 2554, b10a, d231, caadria2015_220g34, c012, f372, fe22, b838, 146f, ecaade2016_216g55, 0c2b, acadia16_344i21, 9994, 7fba, 64ed, 93e6, b766, dbb7, 4f5e, be90, d1d3, 2e55, 4b8f, sigradi2015_9.347m17, ce1b, ecde, ecaade2014_070t16, 5a3c, 88f9, 1c38, ecaade2016_230n62, 919a, ecaade2014_168u41, 810c, 3997, 92b1, cf4d, acadia15_343t14, 3c55, acadia14_375az, sigradi2016_467p, 2f65, f10e, 93d5, 14f7, cb0b, 8502, df2f, sigradi2016_449ll, caadria2017_132v35, 4105, 6ad7, c114, 3d80, b508, 02d1, 737a, acadia14projects_145z, 535e, 81a4, 9640, 0e88, 3c69, sigradi2016_602i, caadria2016_641s27, e381, f06e, e161, 159f, f4e5, a2f0, caadria2017_029t10, b8cc, 13ba, 3859, e79a, cc0b, e9fa, 5664, caadria2017_129x34, df96, 6834, a770, 4a10, ecaade2015_320k70, 288c, 95a8, a0f1, ecaade2016_033g9, 1992, 7cfc, 8f6d, 2f85, d1b9, dbcd, ba30, d62e, 2c15, ijac201412204d3, ad41, 4b53, 9788, 209d, caadria2016_881y37, 4bcf, 4b25, 38d4, f245, 8def, 25e9, 860a, 48fb, b057, acadia14_435aa, 08c3, 1dd8, cb4a, 900b, 8341, 0616, 28a6, acadia14_463o, 3674, b3cf, dadd, acadia16_362k22, 0426, 4289, acadia16_78s5, 5f49, caadria2016_343e15, 9952, f71c, acadia14_601v, 6ea6, b404, ecaade2015_215i47, sigradi2016_443zz, caadria2017_132j35, c604, ijac201614208l14, 2cc2, e8c1, 0416, 3fc4, a453, 442e, sigradi2015_9.347w17, bc6c, 2ecb, 022b, b65c, 3fac, 14c1, 64be, de03, 2fec, fdd3, 37a6, 5bc6, ab17, f216, a768, e399, ddbe, 0ad9, ecaade2016_067g17, 9903, f9f6, acadia14projects_473an, 4f83, 0eae, 7dc2, 2a1e, cf18, 60ee, adec, b335, ecaade2014_139a31, 6118, cae1, 8b8a, 4bb1, a0e8, 129a, 50d2, 45fd, 05ec, acadia14_453h, decc, sigradi2013_212o, 3ff0, ecaade2015_173g37, acadia15_483b22, ecaade2016_243z64, afd7, 069f, 6885, caadria2016_735p31, 4f8d, 532a, e209, a433, cd38, 0b2f, 22bf, ascaad2016_044z17, 8140, 8601, 5c75, acadia14_347au, 86d3, 4eb5, 1c48, 8bc7, 30eb, 34f0, 5204, 8ca2, c522, f97c, caadria2016_373f16, 0a7b, ecaade2015_301b66, 69bd, 788c, 1716, 8790, a59e, 55b1, ab8a, ff6b, 6018, 9ff0, d2cb, ee49, baec, 2f75, 764f, acadia14_479ap, 2575, 7d98, ijac201614208t13, 0829, 075b, 976c, 4e6c, 6fef, 8c3a, b327, 33b7, d84d, 072b, ijac201412303w8, 5d02, ecaade2016_228j61, 5efc, d70b, 0dfb, cb9b, bf05, c38f, a80d, sigradi2013_400p, d0a7, caadria2016_167f7, 2971, aad3, 954b, caadria2016_003i1, cf95, c3c2, 39ef, cfe7, c822, ecaade2016_047h13, 42d4, e3c9, 5e02, 5fb5, cc40, caadria2017_043d14, 255e, 9ddc, caadria2015_172h26, b0ef, acadia14projects_619as, sigradi2016_777mm, 6add, 53e4, 239f, ecaade2014_186w47, f72d, 13ae, 392c, 958e, acadia14_125z, acadia16_308v18, 65be, ead1, c5ac, 92d2, e108, ascaad2014_012m6, b2b1, caadria2017_109c29, 2029, ecaade2016_217h55, 55bc, 7398, ijac201614207a12, acadia14_301j, 29a4, 5b78, caadria2017_135i36, 1c50, 7d11, f3d1, ascaad2014_031f9, sigradi2016_544e, 1f6e, 65ba, 2e90, 9280, 98cd, f5aa, 6ba7, 353c, c911, sigradi2014_186a6, ee82, 41a9, 3c98, d2c8, sigradi2013_155m, 0472, e63e, c7fc, 88f5, 884c, 5e11, df98, 74b3, 461e, d3c8, 8a6b, d7c3, 0253, 5a5a, caadria2016_157r6, 2c09, 8bde, 51b8, 5c82, a3a6, 3f82, 5f64, df5f, caadria2016_085f4, caadria2015_048o5, 28e8, acadia16_54a4, 6c54, 2ec3, 6160, afed, 7349, ffef, caadria2017_023z8, 43e8, 4b60, f903, 22d5, 164a, d3e9, 125f, de8a, aba3, 569e, 4367, 6283, bb73, 4101, b9bd, 8f76, affd, f65a, 78bf, d9d8, sigradi2016_764h, 9a8d, 6ffd, 490a, bd94, f06f, b7c0, 272f, b493, 46c3, 9070, 7ded, f6a1, 8b17, 24cd, 427c, ascaad2014_036f2, ascaad2014_026s6, eee7, acadia16_308d19, ecaade2014_239w61, caadria2017_113b30, 6943, cf58, 771f, 4b86, 76ce, acadia14projects_43ac, b59f, fdd7, 57f6, 6db0, 916e, 1fd3, dca7, ad96, ab68, bcc3, acadia14projects_167ab, ecaade2016_042k11, sigradi2014_021u1, 4de6, d3c9, 0032, 6945, caadria2015_060p6, d28e, acb2, b02e, 5780, 4555, acadia16_344m20, acadia14projects_177y, sigradi2014_265x1, c5a0, 0a16, fedb, acadia15_451f19, 6499, 9024, ecaade2015_173f37, bf8d, 0605, e7ba, 2fc6, 6158, caadria2016_713y30, ecaade2016_099j27, acde, 5e7b, 0e53, 574d, bbb1, 8b93, 0f1f, b8f2, 3860, db2c, 43f0, 4564, e192, d5e1, 4f34, d94c, 0ec5, 3ce8, e950, dc48, 9633, ecaade2015_336d73, 5ab5, 1d57, af84, 95f2, ecaade2014_088b21, 1714, caadria2016_115l5, ecaade2014_201c52, c445, 096e, dffb, 8e33, b6f7, ce04, a622, ecaade2014_016j4, 4b40, 7c0c, e6e9, 883b, ascaad2014_026f7, ed6b, d6be, 8f5a, dbbf, 0d84, 248c, a27f, 3a58, ea32, 5779, d44a, caadria2016_703i30, 5b03, 1c90, 8dff, ece0, 75be, 5f29, 8de8, 90b8, 1031, a0b6, 994c, 1463, 4a2f, 7ba0, sigradi2014_045e4, 68ed, 38b8, 8394, b80a, caadria2015_073y9, f560, bd32, acadia14projects_507ad, 2955, 168e, c795, 7fb6, 6902, 7b87, 654c, 5dd2, sigradi2014_128a1, 9910, caadria2015_067m8, 3133, eb09, caadria2016_755n32, c692, fb29, c428, 97a6, 9d87, 6995, ascaad2014_024z5, 821b, 4b66, dd50, ad0e, 2939, f6b9, 6b8f, caadria2016_353u15, 6de5, 41c7, f8d8, b6cc, b4d2, f09d, 38ab, 506f, 2de2, 126f, 8df2, 26fe, 5cce, db67, c5bb, caadria2015_031r4, ecaade2016_123i34, 55c8, 5d50, 8ac0, 769a, ascaad2016_038r14, 606c, cc48, 803c, 7ac1, 0dec, d89c, 31eb, 53c2, ecaade2016_063p15, ecaade2016_025c7, 7c9b, 3d16, b9d2, 51cb, ba05, ecaade2014_086w20, 05f2, 454e, 5894, 29b4, 8c6d, 2ac7, e12b, ijac201614208c13, acadia16_164u11, caadria2017_105g28, sigradi2013_158s, e8bc, 55eb, 325f, caadria2017_051s16, ecaade2014_044b11, daa2, c84b, 0f44, ascaad2016_021k8, a2d4, 5b9f, ba2f, 36b3, sigradi2014_084z7, 4175, 265c, 4165, sigradi2015_6.42x7, 2eeb, 9e00, 8a7e, a653, bda4, 42c8, b84a, 3ad1, 816e, caadria2017_017o7, d8d6, bfe2, ecaade2016_ws-dleadf68, 55a1, 5d83, cdd9, 3dd6, caadria2017_008d4, 000d, b4b7, 2eca, ascaad2014_032s9, sigradi2015_4.219g7, a3eb, 3bef, 12bc, sigradi2016_815pp, 7c92, 8882, 7228, ae4c, 0b6a, 7461, b444, 3b65, 84fa, 380a, b51d, ecaade2014_094i22, caadria2016_819t34, 81d7, 661f, 52fa, 93b0, 0cec, 7792, 94be, bba2, sigradi2014_047p4, 96a4, 5bfa, d80a, e1a1, 0b79, 60fb, a6fd, 9a20, d943, 3ca6, ee19, ijac201412204x2, b604, efc9, 1eeb, 5691, a469, 3acf, cb4e, 6521, 571c, 31aa, 9dc6, 534f, 7d04, 5781, 2539, 610a, 838d, bc0e, 300f, sigradi2013_189r, bc4d, 7ede, 58f1, 71de, 10ee, 1df4, 3237, ecaade2015_248u56, 6892, 5f83, c1d8, 06ef, d368, 25fa, c227, ascaad2014_019t2, 25c9, 2749, 8c6e, a577, 1afd, 1d2f, 2df6, 701e, 3d93, d669, caadria2017_067i21, 58b9, 3949, ce1f, 1bf7, 5e0a, c30e, c654, 6c83, ijac201614405f3, d436, acadia15_251l10, 9a00, 4028, ecaade2015_317p68, ijac201513303z11, 0c1f, 81d4, 5b00, ae7f, f07c, 753e, 4efd, d962, 2bb0, 88ab, 0024, 8650, 88c0, f108, 3b24, 7687, 491d, 50ff, a479, 79bf, cc7a, 78fc, 8f3c, 80df, b1db, sigradi2013_112e, 0a62, 7f7f, 3779, 36d3, 1583, 4c1c, 27c6, 8bb0, 0f97, 2ee0, 4d31, 9f2d, 524a, 5a8c, 47a7, 4e7a, c2cf, 5040, 6fc9, a470, 2496, ecaade2014_240t62, e012, 68be, 9900, a818, 91b4, ba9d, caadria2016_601m25, 5203, 9071, cf09, d103, 01af, caadria2017_008a4, a631, c1c3, ecaade2014_146s33, 7fc4, f729, 6706, cdf9, d8d5, d31b, 6ff0, af2e, ijac201412305r2, f86e, 66e5, 641e, 12e3, a356, dc6b, 1acc, f490, f85e, f767, 89f1, 300b, 6cd0, 7ceb, 6780, a8cf, 4438, 6200, 22ad, caadria2017_168b42, 3df6, a0e4, 2eaf, d109, 9d39, 5a44, 8c02, 832d, 2621, e759, 54b7, bf08, d127, 7b7b, ea8c, 2501, f16b, 9c7a, 37ae, sigradi2015_sp_12.402x31, 3fe7, ac5f, 07d4, 3f86, abcf, e4e4, caadria2015_208x30, ecaade2014_010e1, 7073, 4242, ae49, a95f, bec6, d74a, 0e17, 0ad6, bfcd, 6774, ijac201513206o9, caadria2015_012i2, 546b, ffb4, 5bc2, b901, bbec, acadia16_196c13, cb46, 5d64, ascaad2016_023r9, dc20, 8c32, 2740, a4aa, 6d6e, 02ad, 38ac, d4cf, 2b91, e6e0, c86b, 2d63, 92d8, 75f8, 2cd6, cfff, sigradi2013_74, 0ab7, ecaade2016_171d49, 6e99, 154d, 0b3c, 5b43, 8bd6, 6e18, 723b, 4a7e, ecaade2015_196o42, caadria2015_124f20, 836c, b846, 3f6f, d459, 649d, d2cf, 3e86, caadria2016_579m24, ecaade2014_071e17, 4672, 3817, a85d, 348d, ecaade2014_023t6, acadia14_409m, 2e3c, c229, d024, 724d, ca72, 8ef2, 590d, 06b4, 4703, ijac201412304p9, 7b63, 773b, fb88, 2836, sigradi2015_9.347i17, 3609, 95a2, 1421, 6c60, db45, a9ac, 2354, ecaade2016_237d63, 6f10, ijac201614405w3, 01d0, d23f, 95a6, e98d, b87a, 11dc, 6a0d, a204, d3ec, 8f29, 3d53, d34b, sigradi2015_4.219x6, 82c5, df7a, dd77, c928, cffc, b20f, ijac201513205o8, cd83, 0534, ascaad2014_023c5, caadria2017_005h3, f6d1, 0bfd, caadria2017_016w6, 30b5, c4b3, ec94, sigradi2014_070w5, a149, 1055, ecaade2014_108l24, 415d, acadia14_101ac, c161, sigradi2014_239c9, 66a8, 8349, 7462, 4770, 9bad, 6181, 4f90, bf2f, be51, 9591, ecaade2015_221r48, sigradi2013_311k, caadria2015_164c25, 6146, 9a5a, 46ca, d8a1, 65f2, c58c, e8f5, 9f32, ijac201513104x3, fb6d, 74dc, caadria2017_048g16, e494, a947, 62d6, 891b, bb59, 5db7, 4914, c007, 4424, d33c, 6785, 03e0, 3f30, 90b5, sigradi2016_561ee, sigradi2015_2.213v1, 157e, 287b, 2da6, c7d7, a3aa, 6a4a, 3688, f72a, 2d51, 4e72, 9315, 1786, 743e, 0375, ecaade2016_074v21, a8f1, caadria2017_136l36, a5a5, 1841, 05e6, 38ee, 00ac, ascaad2016_045h18, b37a, 2fe0, dcf3, ijac201412303k9, 6791, bb4a, d9c0, d858, caadria2015_030g4, 3256, caadria2017_096w26, faf0, 4651, 41a3, 0927, e725, 8c76, fc0a, caadria2016_045c3, 2791, d8db, f5ba, 8324, ascaad2016_007t3, 5297, ecaade2016_tkos66, 7750, 0152, ecaade2014_127m28, caadria2017_051m16, b388, 7a11, 217e, acadia14_291b, 7162, caadria2016_673z28, sigradi2014_347t10, 450c, d1c4, 3704, caadria2017_048v15, acadia14projects_189aj, caadria2016_725h31, sigradi2016_805hh, 2009, b4f1, 1ee6, eefb, ijac201614102m1, a9f9, ecaade2016_099h27, 728b, caadria2016_477u19, 437f, 04c7, 3e3a, c2d2, ecaade2015_48m8, ecaade2014_132h29, e38a, ecaade2014_024c7, afc6, c190, caadria2015_122n19, 7d40, fc25, 6746, ee55, 0bd4, 06f1, 473b, f1d3, 9310, 3734, 12ea, ffc6, ecaade2014_168u40, 5733, e8ad, 3bca, a297, ecaade2013r_007e5, 8243, 0d49, ecaade2013r_004p3, caadria2016_559a24, ba11, a289, a17a, af5d, sigradi2016_415ii, ecaade2015_100l19, 8550, 2eed, ecaade2014_239a62, b337, 4179, 9991, ecaade2015_215m47, f130, acadia16_372c23, 67cc, c8ca, ba3f, acadia16_280w17, ecaade2016_120h33, c6cd, 8248, caadria2015_181d27, c090, bc3a, ecaade2015_227f50, 4944, ce2d, 106c, caadria2016_725l31, 22a0, 4bcd, 992a, babc, caadria2016_353x15, b9da, d823, 9886, 027c, 916d, ecaade2015_129t25, caadria2016_343m15, 2d90, f322, 9522, df06, c4e2, fc8b, f6d7, a558, b1e2, 19cc, acadia14projects_291aj, b574, df19, b050, 6c5e, 9b5d, 6c17, d511, b79d, 9491, e660, 8303, 7c64, 7850, b18b, 4796, f445, baac, cf97, 8060, 04f6, ecaade2015_59n11, 12e0, caadria2016_861i37, fdc8, 3873, 903f, ecaade2015_241t55, 2899, 1228, efe3, sigradi2013_386g, 4dc5, 1f20, caadria2016_435t18, ecaade2014_214j54, acadia16_298j18, sigradi2013_327v, ecaade2016_013l3, 18a8, ecaade2016_193o51, 53da, 8d70, 7c18, e942, 71cd, da74, ecaade2013r_018l9, acadia14projects_145l, 8369, 46a4, dd9c, dbf2, c507, sigradi2016_690ww, sigradi2016_510zz, sigradi2015_8.264i14, c17d, 6e64, 5032, caadria2015_119x18, 115b, ijac201412303i9, 59b6, 8070, 61d9, 078f, 2ca9, 9799, b532, 4699, sigradi2015_11.222s26, 77ec, ad58, 5b5e, 43f3, acadia14_135ac, fd37, 0d2f, 84dd, 8bf6, a213, 8dcb, c5ad, 221d, 1a2c, 7280, 1087, e309, ecaade2014_176a44, 7f8b, 34a6, ecaade2016_114i31, 45e3, f9be, 4353, 43cc, ffc1, e6e3, 5e79, 4675, 25ff, 3862, 29cc, fc7d, d65d, sigradi2014_136e2, 027f, 5d49, caadria2015_139e23, 15a9, 1352, 5155, ascaad2016_045b19, sigradi2015_11.8k23, caadria2016_703l30, e7a1, ecaade2014_186h47, 24d0, acadia14projects_145k, 0441, 791e, b512, c99e, ecaade2014_195p50, d450, 06f3, 2acc, sigradi2016_737y, c42d, 65a8, bef0, 4db9, sigradi2015_3.111b3, 0f87, ascaad2014_014s8, acadia14_609ae, 1887, caadria2017_016u6, c12f, 2fcd, b042, e7f9, 4e5c, 33b9, 7271, fabf, ijac201412408o2, sigradi2015_12.215l27, d1fe, 5f34, 9275, 39de, dae8, e096, dc67, f2a1, 8929, acadia14_189aw, ecaade2014_168g41, caadria2015_226n34, 1f52, 3410, 003d, 1579, ac4b, cd9e, 073a, caadria2017_002l1, d7e4, 20f0, acadia16_298o18, sigradi2015_11.136l24, 9ff6, dd56, 0565, fdf1, 9604, cd26, caadria2015_084d13, e463, acadia15_284v11, 9d77, 98d4, dc5b, acadia14_145o, acadia15_161g6, b818, 717c, 406b, 5658, de60, acadia14_507ad, 2127, caadria2015_087w13, ecaade2014_169m42, 9405, 76fe, 92a6, 5e10, fede, b893, 2634, 4910, ad7a, 048b, a0b0, 96f7, f4d5, 986c, b499, 1fee, bb9e, acadia14projects_365ao, b32a, 8ebe, f8c3, d87f, 3420, 7a4b, ijac201614403r2, 5f84, 883c, 813b, caadria2017_048i16, ecaade2016_068u17, 62d0, ecaade2015_61j12, aa4a, 696c, 267b, d144, 305e, d7dd, ecaade2014_168n41, acadia16_432u25, 3458, 9afd, 3b37, ecaade2015_278o60, 278c, 8e20, 8f89, 7481, e77c, ecaade2015_100p19, 66e2, 8dbb, ascaad2016_017e7, acadia15_417g18, ascaad2014_033c1, c1b1, 1d9c, e43c, b669, 075c, ecaade2014_140a32, 730c, f9f8, 026f, acadia14_627au, 70bf, ecaade2016_185c50, ecaade2016_170w48, acadia14projects_43as, 6fe9, d5ac, dfa8, ijac201513101g1, 3f5f, 5e04, 62eb, 416c, bfd1, 3c7c, f4e8, e9f6, caadria2017_016b7, 616a, a152, bfbe, 506b, ecaade2016_188l50, caadria2017_047d15, d7d8, 21bc, be0d, ijac201513201a6, ecaade2013r_003j2, 4ca8, a8ec, 29e6, 5aed, fff6, 0bd5, a1f4, 4fbc, ecaade2014_186p47, d896, 27ef, fde5, f9f9, 0785, 7926, f6f7, ecaade2014_173i43, ecaade2015_171f36, 29a2, ascaad2016_036b14, 59e1, 9b27, 8eaf, 83c9, 79b5, 92bd, 317f, c662, fcd4, 29a1, a4fd, b2a4, 546d, 3d75, 8846, 0b41, 2cb7, caadria2017_069w21, 8bc4, aa51, 4082, 438a, 9592, 7fe5, ecaade2015_294j64, 7d06, f551, c5de, 93b8, acadia14projects_267h, 9a46, c501, aab3, 050b, a341, ascaad2016_002i1, b04d, 22fa, de34, 2c31, 9895, 25f1, 4490, dd8d, 885c, 60fc, 4dfb, caadria2017_104x27, 0b1d, 8c8e, 3228, 5190, sigradi2015_8.81t11, 51ec, 1533, fe30, caadria2016_321h14, c1a7, a8f5, 9e81, 245a, ea13, 489c, acadia15_431r18, caadria2017_175k43, 12c1, 1d92, ijac201412405v8, 3232, sigradi2014_282o3, 8a44, 71fd, 6d88, 8240, 302f, aad2, 63d3, 7553, 35e3, ba94, 4cc7, ed29, 44c6, 1190, a9ef, deac, 8c8b, b228, 82d5, 9ff5, ceef, 9e88, 3464, 574c, 231b, f043, 0a92, eac5, 4ecb, d80e, f5a3, 00e7, 5eed, 0f6f, aec3, 97bc, 2c84, acadia15_47f1, 01e8, 80d5, 908a, add6, 0fc2, 414e, a4ed, 08a8, 137f, 99e7, 67e0, db05, ded0, 75e4, ijac201513104h3, 4764, f40c, 69af, acadia14projects_167x, b37d, ecaade2016_193r51, ecaade2014_186v47, 9968, 9272, 84a7, ad24, 6d12, a7ae, ee74, 3535, c79a, e7fd, 8e86, 0295, 9e10, 0fd5, ee5b, 05b7, 0da7, ecaade2014_084y19, 3874, caadria2015_081s11, c9dc, e99c, 45a7, 3e09, ascaad2014_010j5, 145a, 749f, ascaad2014_020s3, d961, 276b, d941, ecaade2015_227v49, 0077, ascaad2016_030d12, d467, ef4b, 9453, b8a2, ba47, 502b, 4a89, 0427, ecaade2015_17z2, 88f3, 500d, 0ae9, acadia14_389e, afba, 748b, 81c7, acadia16_88t6, ascaad2016_054d22, b01b, 231a, f79e, b5e1, 751d, ecaade2015_170s35, c7c0, c456, 7657, 1746, c76c, b00b, 332c, fad3, afa5, 0173, 2e0b, 6c51, 26b4, 83a8, caadria2017_113z29, 9852, ca86, ecaade2015_171p36, 6caf, a674, ac9c, ea39, 3923, 8e75, 5bcb, 0aef, 40d2, 6d3a, sigradi2016_641hh, 3e8f, 7f65, 515a, 0830, e5e5, 0067, 9793, f64c, 93a4, 9fdf, 2b4b, ba78, e5cd, dc56, sigradi2016_585qq, a2de, e7df, 424c, 0f96, 2b36, 35e2, 4100, sigradi2016_695n, 31c8, 210c, 9973, 8806, 4011, b982, 261a, 4e07, 7966, 8b1a, eca3, 5f02, 0ba7, sigradi2014_289h4, a441, 1dcd, ecaade2015_79h15, 3235, ijac201412203h2, ecaade2014_018l4, f5db, caadria2016_055m3, 4eb0, 0ed0, 3a56, 892e, 8ab9, c6d4, ecaade2015_177y37, 4816, ijac201614105d5, eac9, b966, d58e, sigradi2016_483jj, 00e8, ecaade2014_055a14, 9de5, 8a8d, afa1, f2c3, acadia16_12p1, 0312, a483, c7c4, 34bf, acadia16_280x17, 4d7b, f3a2, ecef, ijac201513302i10, 3492, ijac201614104f4, 4dd5, sigradi2014_099s8, acadia16_244t15, e668, 7009, 5cec, 6403, caadria2016_013e2, ijac201412407e1, 005a, 05e3, 7539, sigradi2015_3.111g3, 23d4, e50a, caadria2016_259t11, be66, 1974, aec8, 83fd, 9c89, 91f7, 0b9d, 3109, 059c, 07a0, f65b, 36de, 24e2, 4301, bd40, acadia14_91s, fa97, f02a, be57, acadia14_579a, 6c4c, acadia14projects_579m, 7076, e6df, a1bf, 76e7, 60b0, 59f9, sigradi2016_360t, c5af, acadia16_12r1, 1ea4, d58a, 0fc7, 3f49, ecaade2015_92u18, 0eca, d3d8, 3f21, acadia14_655x, d679, feb9, 1a4a, c8e6, cb61, 30dd, 06dd, d064, 4a29, ascaad2016_044s17, f274, 8c2d, 1bad, d120, 82c4, sigradi2013_393z, b14e, 8c9e, 79b3, 1c28, a58c, 10a1, 31e0, 20af, 5501, 69d4, c545, 14e6, 1b03, 0898, 5ad5, 0d75, ecaade2016_224a60, 4be8, 085f, f8c4, 74bc, 2e93, ijac201614202r7, sigradi2013_347, d3f6, acadia14projects_661m, ecaade2014_204d53, 3ad0, d7f6, 7119, 301b, ecaade2014_173l43, f300, d58b, 0e99, acadia14projects_153j, 6c1d, ecaade2016_164l46, 27dc, 09ae, 1490, 5ca3, e3fd, 1608, ecaade2015_21w3, 954a, aee9, 4ac1, 8d27, ijac201513201o5, 165f, af46, 28da, 7325, acadia14_565m, acadia16_184i12, 65d4, 978a, 3a96, caadria2016_881c38, 8644, 1aa5, db7f, 4be3, caadria2017_005j3, ecaade2015_138l27, 26d7, cd4b, 0878, 0559, 22a4, 89ff, 9232, d926, 15f4, 42c4, eb88, a8e2, ecaade2016_040o10, d9b7, 1fb0, 20c3, 121e, 542f, bb34, 669b, 29b7, ecaade2016_154f42, 72dd, caadria2016_601n25, e427, a01a, sigradi2013_28i, ac9a, 321d, 6a36, 9168, f660, 4334, 99dc, acadia14projects_53n, 60f9, caadria2015_226s34, 599a, c6bf, 2420, 4407, 9448, d09b, 6346, acadia16_62o4, 5870, sigradi2014_313u5, 90b6, ijac201513201r5, be3a, 3186, ecaade2015_100v19, caadria2015_014w2, ecaade2015_129i25, 7b28, acadia14projects_479z, acadia14_267n, 7f2c, db6c, 8595, bc63, 1fd9, 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fa5d, sigradi2016_724vv, c1dc, 377c, 3eac, 9388, 4320, c254, 03c4, 5695, 92e5, 81ef, sigradi2014_185z5, 3930, 493d, dd87, ecaade2015_152u31, 567a, 13e1, ae00, c25a, ecfd, 87c4, 9779, acadia16_72c5, ea49, aa87, 1e95, 6ed2, 4e4e, 9cd3, 6901, 74e6, 66ae, abfb, 0d68, abb4, a81d, ff6e, 545c, c08f, 9328, 6d53, f222, bdb2, a435, eb2c, c75b, f277, 2f1c, f531, ijac201614203s8, be76, 3177, 7a76, 254f, 2552, a93e, eafa, 29b1, 02ea, 9a6e, b137, ecaade2015_279y60, ceb3, fe86, 9444, ecaade2015_229d51, ecaade2015_196w41, e787, 5b23, 3e0d, 9f00, 4713, 7cca, sigradi2014_032e2, b272, 2072, bf89, 9ad7, 4bb8, 02bc, 6193, 6ce2, caadria2015_014p2, acadia15_407v17, ascaad2016_028t11, 67ea, ijac201614202j8, 4394, ecaade2014_024f7, bb7a, 27f9, 20c5, 0a99, 5c9e, c2e0, dfc7, 24dc, b706, 64d2, 4b04, a6a5, 08dc, 217f, c255, b7de, 4dbc, 8fad, d34a, 9040, 2402, d475, a619, 16e5, sigradi2014_114n9, 6695, caadria2017_027l9, 57da, ecaade2014_086v20, c846, 5936, f0f8, 5253, caadria2015_210i32, sigradi2013_343k, 7d88, ijac201614104l4, 7d2f, fa94, c79d, fa42, 99f1, 81f6, 5bf5, ce93, eafb, a1c0, ijac201614305l3, 2a91, ecaade2014_180m45, baf6, 03b5, 2f52, ecaade2016_046a13, 3412, ijac201412401u3, d720, 4736, 05cf, 2499, b18f, ecaade2014_140u31, 8981, cb71, a164, 6839, 3cfc, 92a4, 63b6, d136, ijac201412407f1, caadria2017_174k42, 96f9, d319, e8c4, b7b0, ascaad2016_007u3, 8868, 1dff, acadia16_382b24, 3e51, ae10, 5fdb, 1e3a, 9548, 6f5a, 6252, 8a61, ecaade2015_138u27, 88b0, 7300, 38f6, f6e7, acadia14projects_229f, 0777, e7c4, sigradi2013_414d, ea57, 121a, 197d, 4ab1, 4eca, 78d1, a2c1, acadia16_432t25, acadia14projects_111m, c3df, 8630, 6280, 57c9, f38a, 7f5e, 2c47, 5dd1, ee9a, 3557, 8847, acadia16_116r8, 7ce2, 83ce, 8227, 3bc8, 657a, ecaade2016_224d60, a31b, ecaade2014_065b15, 9de0, ecaade2015_138x28, b761, ijac201614207c12, 1ecf, b05d, e644, 1b4d, c267, ijac201513206n9, d9e9, cb23, 5015, e94a, sigradi2013_414v, 08cd, 770d, 4ae0, dd4f, ecaade2016_152u41, 3357, 0694, 3926, 9fed, f1e7, cd05, 621d, 0d5a, 3598, 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9178, ascaad2014_012i6, b586, 407b, fcdd, 18ba, 9b59, 2956, f045, 8e26, 7d58, bbe9, 5b36, acadia16_98b7, 78e7, 67ef, ijac201614101k1, 5b7d, 71fc, 47a9, 8429, 9813, caadria2016_819z34, cd49, e394, caadria2017_046s14, ijac201614308o5, d07e, 9ab9, 47cd, 1faf, ascaad2016_007s3, d9e3, ede0, 4d71, ed5e, sigradi2015_7.203e10, ae8c, acadia15_333y13, d538, 0381, 2c18, 5718, 1e24, acadia15_469j20, ijac201614202w7, 5081, 5d2a, 1ed1, 64ae, 30e8, caadria2015_061g7, 4fdb, 23f5, df1a, 787a, 3384, 7544, a474, 5ee0, df4d, b5a9, acadia14projects_135u, edfc, d5fb, e06c, 72ee, 4d05, acadia14_565af, c764, 6f2c, 0477, 88de, 3ea7, 0a27, ecaade2015_91f18, d292, 6ddf, acadia14_435d, acadia14_627ax, ab51, a902, 3c9f, 1650, 1b07, 1923, f626, acadia14_671t, a2ca, 908c, 47aa, d357, 6449, 82b2, b20c, b029, ecaade2013r_017a9, 491b, ef49, 2347, 25cc, 4650, 82c6, eb82, 72e3, 2fa7, 70bc, 5711, 9798, 2a8a, cecb, 2a7d, 1adf, f3f9, 95be, acadia16_318i19, d5d3, ascaad2014_005c3, 17e8, a13d, sigradi2013_138o, 99a2, 83e2, acadia15_232u9, 04c6, ijac201614302p1, 4131, 0ea5, 01e3, 0347, ecaade2015_72v13, 3e68, c16c, acadia16_318m19, 2838, e8fc, ecaade2015_21k3, 1d13, 9ef1, acadia14_463b, 4a35, 356b, e2f1, b1ae, f4d0, d065, 260e, 5df4, 83a7, e3f4, 51b5, fa84, c65f, acadia14projects_463aw, ascaad2016_037f14, 2713, 2cbe, acadia16_54w3, ea4e, a5de, 9045, 2451, 7ab2, 262e, b7b7, a7b4, 5229, sigradi2013_183r, dca4, ecaade2015_285r62, 18ff, 1ddd, ijac201614103k3, 061e, 55f4, 4183, ecaade2014_240k62, caadria2015_030f4, bcb5, acadia15_407u17, dbaf, d6f6, 1ea6, 6651, 0f35, 854d, ecaade2015_17u2, 97ac, caadria2015_015d3, e259, d8c7, c844, de00, a0a7, 17ba, 95b3, 8751, 2f36, 996b, caadria2017_104z27, acadia16_124b9, caadria2017_002k1, 9e2d, 93bf, dfbb, 8208, 1128, c0e4, 317b, 371e, d35d, sigradi2014_284c4, 0c13, caadria2016_631e27, ecaade2016_198s52, c6f8, e796, 1505, 7434, 5cd1, 2364, 98c9, 8444, 3db1, 8eb0, ecaade2015_251l57, 3f8d, 94ee, d82c, 2200, ea9b, 6887, e551, 3e45, be01, ascaad2016_029y11, e927, 8318, 855c, 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