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 caadria2014_088
authors Puusepp, Renee
year 2014
title Spatial Agglomerates
source Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 585594
summary This paper reports on the computational modelling research investigating spatial organisations often associated with unplanned settlements. Such spatial agglomerates are composed of several co-located but autonomous units (agents) that share common facilities and infrastructure (e.g. circulation). Depending on the context, units in the agglomerate represent individual dwellings, apartments or abstract spatial geometry. The paper presents early prototype models that can be interpreted at various scale, and a computational model for generating organic settlement layouts. The originality of the research resides within a new multi-agent algorithm for creating spatial organisations. The agglomeration process benefits from two distinct generative design strategies self-organisation and adaptive development strategy. While the self-organisation accounts for the emergence of the global structure in the agglomeration, the adaptive development strategy ensures that the basic environmental and spatial requirements of each individual unit are satisfied.
keywords Generative design; agent based modelling; object oriented design; unplanned settlements
series CAADRIA
email renee.puusepp@artun.ee
full text file.pdf (3,241,655 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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caadria2017_155o39, 2123, 5e6d, acadia14_237ay, 4414, 65dc, d1d9, ecaade2015_27p5, 1340, 5c51, 5df7, ce30, b44d, 8cbe, ecaade2015_79i15, f493, c9c7, a8a6, acadia14projects_627ar, 5b4c, 2f4f, 0ecc, 3f9a, 74ec, 98a5, 3dcf, 446c, e239, 94f8, a64d, ascaad2016_012v5, 6bbf, a50f, a8a7, 5e3f, 63e7, 5864, fd45, 4fae, caadria2017_057a20, 0b91, 08dd, 5e7f, fc90, bad8, 0054, 69ff, 6a09, 2474, ad96, 41ab, 709d, a3f2, 3556, 95f0, 9998, 7c80, a920, 6482, 58fd, 6b68, ff25, 5d22, 6470, 093e, 0009, acadia15_263x10, db9a, 8641, e1d4, 532d, d661, 4021, ascaad2016_045l18, ecaade2016_162i44, 4786, caadria2017_118z30, ascaad2014_019s2, 0bae, 0b85, caadria2015_081j12, 4d4b, 14f9, b21e, ecaade2016_230z61, cc5a, 35e9, 713f, 0b61, sigradi2015_8.41r10, caadria2017_057b20, bafa, d509, sigradi2014_265u1, sigradi2015_10.138x18, 57b6, 0ef4, df97, 1a48, ecaade2015_229p51, 969b, ijac201412202s1, 7999, e4db, 6d23, c17a, ed1a, ce6f, 1e27, 9c5a, 8c1a, b618, sigradi2014_347l10, 5afe, e145, 848d, 3790, ff7b, 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3009, ce7c, f8fc, d7fd, c304, 787a, 0115, fd74, f159, be8d, caadria2015_150a24, 2401, 2857, ascaad2014_012k6, 83a8, fc28, 7742, c371, db4d, 71ee, 5015, acadia14projects_229g, 10a7, 40a7, 1897, 71e3, 0dec, acadia15_395x16, c404, da39, ae12, 3b44, cdea, 33ba, ee8f, 08bf, sigradi2013_62t, e3a9, 366f, 655a, b1c8, 37b5, e470, 156b, 08a8, 4a0d, f7b9, 4a18, d1f3, 9644, 3b3b, 21e1, 13fc, 4830, b308, e6f6, a89c, db0d, e6e4, 1fc7, 3a47, ecaade2015_113k21, 53c0, 4a5a, d477, 576b, acadia14_719h, e95b, sigradi2013_248e, ecaade2014_133v29, ascaad2016_007l3, c28e, b63d, d1a5, 5dec, 6cab, caadria2016_301v13, ecaade2015_178i38, f2e9, 1a09, 602d, 74c7, e8b4, 43ad, ecaade2014_123h28, 0150, 4c2e, ac5e, 5102, 83ae, d87c, a897, 8a1c, a817, e590, 14ef, 8d4f, acadia14projects_719j, 5f11, ecaade2016_118d32, ecaade2016_018i5, 723b, 3e48, e59f, bd64, e767, c2f6, 1876, 33b4, d70c, 50d1, 4189, 0ab8, 250f, 1482, 6fcb, ijac201614208x13, acadia14_111g, caadria2017_067p21, 5a58, d3ef, afd9, f7a4, d185, 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sigradi2016_655h, 9beb, 8e6d, ecaade2014_060x14, 745c, b0da, 02d7, 7ebd, sigradi2013_32, b685, b8d6, 0600, aefe, b5e5, e6df, 5a87, ce36, ee30, 97f3, 7ce1, 27c9, f6f9, 2b09, ecaade2014_104n23, sigradi2016_815bb, 2db4, 9389, acadia15_69n2, ecaade2016_bkop65, 6da4, 3ec7, 424c, ecaade2016_071g19, acadia15_274o11, 111a, 9b50, b743, bff4, ea43, 94be, a4c7, ijac201513103w2, 3ae3, 26b9, b99a, a310, ijac201513102c2, c183, caadria2017_069a22, f55f, a58f, f729, 4701, c3ef, 89ba, caadria2017_008z3, 2eaf, e1c9, b718, ijac201412206c5, caadria2017_031l11, bc54, caadria2016_797o33, dc2c, f588, dc3d, 90c7, cd40, fa04, 2ee8, ed97, 1659, 6a31, caadria2015_010a2, 3db3, a288, 5597, d867, a7ef, b0a3, 91f9, ba4d, 76f9, 668f, ed21, acadia15_311n12, 3f7f, caadria2017_009s4, caadria2015_220d34, 277a, d2b3, a1d5, cb10, caadria2016_861x36, e18b, 7c20, ddcc, 28ba, f6d1, df90, a382, 22ab, 9356, 7eb1, 5906, acadia15_333e14, 098c, ecaade2016_237e63, acdf, ecaade2015_301z65, 7e63, caadria2017_080f24, sigradi2014_189k6, d980, b175, 52ee, acadia14_517p, ecaade2016_075d22, ecaade2016_025g7, acadia16_24x2, 4a8c, c3e0, dc68, d270, 03a9, 2014, 4704, 8a9f, ecaade2015_92r18, a535, 8025, 67b4, 5652, ecaade2015_302k66, 18ef, eb49, 213d, abed, ba37, 2488, 7c74, 1e29, acadia14_517m, da53, c813, 4df7, sigradi2016_507ss, 5563, 49cc, 1500, ab4c, f7a5, 56ac, 8faa, 6625, caadria2017_132m35, f38a, acadia15_185o7, ecaade2015_180c39, 204e, abd1, b256, d587, 41b0, 02ae, aab0, 7736, e230, sigradi2015_10.220e20, ed80, ecaade2015_155y32, acadia16_12f2, a255, 12d1, d251, 05e1, ce3f, ecaade2016_190r50, 45db, 5280, 9db1, caadria2015_096k15, 9006, 2c2e, acadia14projects_333au, 356a, sigradi2016_448r, 35c3, db8c, cc4c, 3315, a29f, d6d6, 8be6, 8007, d9f4, 13e2, 4a8a, 710d, d006, ecaade2014_042k10, 8612, a5f6, ascaad2014_034j1, 4be5, ecaade2014_173n43, 1c2a, 72f3, 2c1f, d5a7, 887c, 9a5b, fecc, ijac201513304b12, 4e9d, ec29, 258f, ecad, 98a8, 27fb, e7af, 5ef5, a7f7, a3a2, sigradi2016_592w, 5399, 8c8b, acadia14_63b, d681, f3b4, acadia15_185k7, 656a, 6c6e, caadria2016_683t29, ecaade2013r_019b10, b77f, 21bc, df2c, a5fe, 7542, 1176, 5837, c523, 462c, 5c57, ecaade2013r_018r9, acadia16_44l3, 1c0c, f51c, 64bd, ba5b, 17b8, 8262, 7649, 5d82, ecaade2015_35c7, 0dc0, 7c06, b875, ecaade2014_151s35, 442a, 492f, adfd, acadia14_699i, 125f, e603, 31db, sigradi2013_342u, 2f64, f8e4, 969f, 3650, c8d3, 2d05, ecaade2016_175l49, e170, sigradi2013_347s, ff94, 672d, 19d9, 034f, fa78, 9148, caadria2017_183a44, 9375, sigradi2015_sp_2.112j29, c488, c21b, ascaad2014_033i1, ecaade2015_155v32, bd3e, a491, 7795, b5ed, 144d, b594, d57f, d17c, 615a, 923c, 7090, e72d, 76cf, acadia16_254d16, 4550, 7d92, acadia16_78p5, ecaade2014_153u37, 89dc, c0b7, 4915, 47aa, b581, dbc2, 25ef, 376b, a693, ac9b, 780c, sigradi2013_342l, a39e, c923, 8b28, d935, a129, d29f, cd7d, 3754, a004, fa00, 344e, 9d01, e325, db85, f410, d3e6, a13a, caadria2017_062x20, sigradi2013_343i, 856a, 8a0d, 86fe, d7f6, a0a9, ijac201614303d2, a930, affa, ecaade2014_044h11, 23d3, 9f0f, caadria2017_021n8, ef32, 5f2b, a0e7, c74f, 7eb0, d163, 759b, 6dd6, f82a, ijac201614302h1, 30fc, sigradi2013_381l, 4285, 2687, 7c2b, aed9, acadia14projects_167z, 9a84, 3ac7, 8906, 92ec, acadia16_206n13, dda7, b4a5, acadia14_75b, 3dbe, e187, c80f, f698, df1e, sigradi2013_342v, caadria2016_549u23, 66dc, fc1b, 9d7c, 37e3, fb34, 8beb, ijac201614309i6, 3407, sigradi2014_085i8, acadia14_627aw, ecaade2015_230j52, acadia16_196w12, 49ef, 3ce9, 9753, 966a, 1573, 29e5, caadria2015_073f10, 3519, f113, 3e8b, 295e, ae76, 3978, d04e, c13f, 3d52, 5ab0, ba51, 2b6b, c848, caadria2017_163u40, 37d3, acadia14projects_479y, 93ea, ecaade2015_297z64, caadria2017_080j24, b970, acadia14projects_199ai, 9f7a, 8abf, 88ef, 9815, acadia14projects_247p, 5251, 6d77, b2a1, 7655, b16a, 3a57, e7e1, cfa7, 41e5, 2061, ascaad2014_005h3, caadria2017_004p2, 8b33, 552e, e4c9, ijac201614408j5, 1106, 6e52, d3f3, 6882, b31d, 2b7a, 9f7b, 0a7d, 2988, bd50, 4012, 0908, 30b3, 4341, c424, acadia14_699o, e5b5, 61e5, 2350, c337, 22c4, 5bff, 0489, bb0d, cba4, ff42, 1948, ecaade2013r_011c7, c7d7, c37c, 0fc1, 6a6f, 6d2d, 73bd, 06da, 67c8, 24c1, 6c30, 0897, 8e14, 3808, ece5, sigradi2016_770r, caadria2016_777b33, ae2f, a6be, 59b3, 7e27, b406, acadia15_343u14, bd4b, 0946, 2de8, f4b9, ecaade2014_012u2, 83f3, sigradi2015_3.111i3, ecaade2016_097t26, sigradi2013_248, ijac201513303v10, ad9a, ca81, 5c17, 2c87, 87da, 2db3, 48ee, db8b, a786, 87b8, 4456, sigradi2016_399c, f2ef, caadria2016_797u33, 8386, 6977, caadria2016_497y20, 4b70, 9113, 2302, acadia14_637af, 28aa, 460d, acadia15_451g19, b76d, ecaade2015_122l24, 1c00, b0f0, 084d, ead2, 39e3, d77a, ecaade2015_196y41, ecaade2015_221a49, caadria2016_105x4, 172b, 9b48, df50, 0614, sigradi2013_364u, 7a3c, 9802, c317, caadria2016_115n5, 28b8, 0fde, 46d7, c184, 83fd, 227f, 4bf6, 2dc9, 0081, a689, b530, 9282, sigradi2014_281e3, 832a, 4611, 5a84, sigradi2016_448bb, 2c22, 390a, caadria2017_016f7, 41f1, 8046, 0ccd, 50a7, 7ba7, 4c8a, 6a43, 9941, c66f, ijac201412403e7, ascaad2014_005f3, 8bf9, e6c5, c5ed, sigradi2016_571rr, sigradi2014_032h2, 753e, 58cf, 7d50, 1191, sigradi2015_3.370w5, 5461, 6087, 9794, caadria2015_213v32, 9541, 6128, 1942, 8bb1, ijac201614407v4, 76f6, a4ac, b3c8, b881, 7dfa, c6ee, 8b19, sigradi2014_042n3, 0efb, bb26, 13bb, 0ccb, ijac201513101o1, b271, 97c0, 63cf, 2794, c5a0, aba0, 3728, caadria2016_333p14, 9014, b798, d585, 2d57, fead, e208, 67c7, ascaad2016_057v22, a780, 8e57, 31f7, ijac201412405n8, ijac201614102b3, d08b, f23e, 7161, 0944, bd8a, 333f, f53e, 5a46, d18f, a109, acaa, 612d, cea2, fb15, f9f8, ecaade2014_214v54, 90ef, 579b, 4541, 92f4, ce71, dcee, 8368, fb27, 5cfa, 01cc, 1878, 73b1, cbeb, fa0c, ecaade2016_223z58, cf29, 9c83, 648f, 5921, b04f, 59e0, 9202, 670c, 1ce0, 020b, f303, caadria2016_457f19, 7c02, 5592, 99f4, sigradi2014_030w1, 0087, f626, b475, 0fb2, 7151, 4eac, f601, ecaade2016_216c55, 2515, ecaade2014_221n56, 0aa6, f3f7, eec3, acadia14_247v, f0e2, 03fd, 6ea1, ascaad2014_005l3, 539b, 2695, caadria2017_113v29, 57bf, 43cb, 80fa, ecb7, 04a9, b0a1, 05ec, ecaade2015_86j17, ijac201513101k1, 4383, 31da, 9ccc, 45cf, 6a16, 0ff7, 0fb6, 3970, 0f26, 9217, f7fe, 2721, f821, 2f9f, 9468, sigradi2013_364t, ecaade2014_233l60, ba3f, 189b, b423, 7acd, dc6d, 057e, ijac201614207b12, ascaad2016_022y8, e48c, caadria2017_001e1, 2622, sigradi2016_364ss, 9db5, f7ed, b577, sigradi2016_534vv, acadia14projects_517o, 22fb, d50e, 5083, 52bc, ecaade2014_071x16, 9cfe, c285, 3ef1, 1e62, c94c, 7fbe, acadia15_161h6, e1d2, 96f3, 96f1, 282a, 8afb, eb92, ecaade2016_ws-dleadm68, c86e, 07c7, 96b0, 0b0e, 4d4d, ad1c, ecaade2015_87a18, ijac201412404c8, fd73, ecaade2014_240l62, bdac, c4fd, ecaade2014_140m31, 42b4, 0989, cdfe, 232d, bcc1, ecaade2014_121v27, 1e0e, f33e, 40ee, ecaade2014_240k62, 2d65, 21ce, 6a6a, caadria2016_861z36, 3c18, 0e08, a40c, 61ce, 9bd9, b001, ecaade2014_012l2, 728b, 2d63, af99, 40a9, f0a1, 1ecb, 04b3, 782f, e21a, caadria2017_017o7, sigradi2015_3.11d2, caadria2016_683k29, 6f94, 3b60, sigradi2013_111t, ascaad2014_017l9, ecaade2016_045n12, 727b, e5bb, f5cc, 343a, 2d76, 1fd8, 4f16, ef87, 756e, 4d17, a84f, 96a1, 97c9, ecaade2016_193r51, 7b54, caadria2016_177w7, ijac201513102v1, acadia14_189al, b50e, b1e5, 653a, f495, 6c8e, 68fd, 6ea6, a005, dbcb, e2e4, 997e, c219, dfa7, f812, b6a9, acadia15_251n10, bdad, 173e, 4fce, e45c, ecaade2014_188p48, acadia14projects_75e, 5865, 2386, caadria2017_031j11, 0f4c, da0a, c976, 2640, b26e, ea98, 0484, a49d, caadria2015_111k17, 3f99, 4c21, 2b9a, 5f17, 33e2, 05a9, caf0, 8bc2, 6028, 50f5, acadia14projects_23u, eb44, fba3, 647d, 90d5, e3fa, 12c6, d895, 9fc0, 20cb, 2b0a, ff1d, ascaad2016_047z19, acadia14projects_291i, 2d0c, 3814, 4ef4, 0807, 68b1, 2142, b14d, 9d8f, 3d20, a761, 3b38, 2041, 7ac6, 1ca5, b94f, acadia14projects_101s, cc90, caadria2017_070p22, c0a4, 5fcd, acadia16_72y4, 21cd, 5c35, c513, 16a7, acadia14projects_497ab, ecaade2014_147v33, e53b, cec8, 71be, acadia14projects_199am, 18b1, acadia16_372g23, sigradi2016_408dd, 8c04, eb06, 2fa1, be96, d453, 04b1, 12fb, a767, e12c, 3aa9, ascaad2014_005s3, 7384, sigradi2016_714pp, ijac201614201r6, 91c6, acadia14_473ad, 24f9, 7d2f, 3934, cbac, e3fc, aac7, 0b38, 5757, 2a9d, 1a76, ijac201412402t4, 7696, 5813, 2dd5, 49d3, a315, d90a, a0f5, ijac201412302g7, sigradi2015_11.142i25, 82bc, cd42, e189, d6f7, ecaade2015_332t71, aaca, ijac201614207v11, d4ff, 6612, cd8e, ecaade2015_83d16, 2c20, a82b, 74f2, abcc, 8b08, 79e0, 1466, fb5e, c9b4, 3c01, e4ab, 59eb, c0e5, 8f56, 5b27, ascaad2016_045m18, 28a6, acadia14_339ac, 264c, 76eb, 898d, 01e7, 1a03, bc72, daac, ecaade2016_154c42, 164a, a80a, ecaade2015_138x28, 01bf, 19f9, c9e4, 6e10, 2cbe, 02bd, 256f, 617f, 5d5f, 30d9, caadria2015_004k1, 351e, ecaade2016_241i64, 2713, e1a7, 67ce, e506, 9464, dc55, 829d, 5266, 7a4b, 7fdc, b90c, ecaade2015_200n43, 456a, e6de, sigradi2014_152v3, a8c3, ascaad2016_045d18, 73ea, 7a3d, eadf, 29e0, c270, 741f, d07b, cba8, ecaade2016_048w13, 1be7, 6b72, ecaade2014_010d1, f25b, a6f4, d931, acadia14projects_145p, 053f, fa9b, ecaade2016_068z17, caadria2017_029k10, 9108, ecaade2014_096w22, 5b02, 4c0d, caadria2017_051u16, ascaad2016_042x16, 8c5f, c6a7, 75b0, sigradi2013_386a, 5bf8, acadia14_681au, caadria2015_087w13, 20d2, ecaade2015_284v61, 231c, f0fb, 206d, ecaade2015_235o53, 6e28, 3724, bb06, 3919, caadria2017_081r24, 92ca, 3930, 3b56, 5582, 3aea, 0620, e084, 81e2, 2d9f, sigradi2014_047n4, 0a87, 39de, 0ade, 159e, 22bf, 87ab, fdc6, bec3, 5259, 4480, caadria2017_158d40, 55d0, 933a, 8e8a, 3685, 5a43, 010f, 1e89, 0ea4, 332d, 3875, b2b7, 34ff, 14cf, 8b54, 3d73, 95c4, 7872, ijac201614403m2, 573b, a384, 8ce8, 8a4a, 05bc, acadia14projects_463v, e44d, ascaad2016_038a15, 84f5, 520c, db80, 2aa1, ace4, f0bb, e154, d2e3, 4f6d, 2d12, eebe, 83ea, bea0, f577, ascaad2016_058d23, ab48, ecaade2015_79m15, fe83, 5a3c, 1cc7, 4869, 2abc, 6a0f, affc, sigradi2013_189f, sigradi2013_393, d98e, 74af, 6b14, 5426, abd2, ecaade2015_83r16, 9ebb, 3e9a, b667, 04de, a2f1, 76fb, dadf, b8d3, ab8b, sigradi2015_9.347c18, sigradi2016_449nn, 20c3, 480f, 1a25, fb60, 5119, sigradi2014_132n1, f14d, 032b, 3832, fc5b, 7d2e, acadia15_263v10, 43ce, e059, ecaade2014_120l27, 5402, 50c5, 3b92, 4569, fddc, 542b, 4e18, ecaade2016_136m38, 8d55, be6e, 0e7c, 9911, b0d5, a8c7, b284, 2859, 6de0, acadia15_323v12, 0d3c, 9f22, 32cf, c77e, acadia14_619av, 7400, d1ea, 03a8, 5443, 1a38, d7ac, acadia14_153d, ecaade2014_192h49, sigradi2016_815mm, acadia15_483r21, 547d, e6be, 67cf, e9d2, 6ee4, cf45, 661a, 40ed, ecaade2016_237b63, e494, c6e7, ecaade2015_55g10, b2ff, e085, 5f82, b592, c837, 5326, 8f45, 5632, 535d, 0e3c, c94f, caadria2016_549i23, a3d5, ecaade2016_062g15, sigradi2014_136f2, 20d6, 7f63, ecaade2016_046d13, c564, daa4, dcbf, 1a34, ecaade2015_48f8, acadia14projects_479s, ecaade2015_196k42, 38e9, bc35, e88f, e75b, 8a3e, ecaade2015_138t27, c89e, d342, 8cf6, acadia14projects_291e, 5c13, 5ea3, 0a36, eac8, ecaade2016_167r47, ecaade2014_232v59, 62a8, b332, 0382, 8071, a1ed, acadia14projects_229k, ecaade2015_314l68, b890, cd99, 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acadia14_479e, 8f91, e8d0, f951, 601d, 0c59, 181e, acadia16_344r20, 6f16, a126, 3bcf, 6af1, 1a1e, ijac201412302c7, 12eb, f0f1, 16fe, 5131, 4d66, e2b8, ascaad2014_028s7, 2c7d, ecaade2015_265t58, 53ef, 6eb9, 8f88, daaa, f1cc, ecaade2016_057m14, bb81, 8bde, 1498, 3d97, sigradi2013_397j, 1751, 765e, 5b76, d08d, 250b, 1636, sigradi2013_400u, 3ab8, acadia15_417a18, b05d, 9df9, 056a, 9120, caadria2017_072y22, 2b4c, ecaade2013r_012r7, 32a6, 2ae7, 3980, c3ab, d7b3, 4024, 504b, 0747, 64a2, f061, a984, 16e2, 44a4, a5c1, sigradi2015_8.186e13, 38fd, 518b, 3027, 149c, 44f6, sigradi2016_426i, 2915, 3dfe, 81ce, 2785, b2d9, ecaade2015_180z38, 08fa, caadria2016_291u12, 35d4, bb54, ce81, 19e0, d8d5, 63d0, a8c9, b00c, e11e, c734, e6b7, aa67, 0353, a1b3, ba1d, 4e21, 2010, sigradi2014_263z9, ecaade2014_157s38, b906, fab4, a12a, c358, 8534, 15c5, bace, df6c, ecaade2016_094u25, a0d8, b7fb, 406e, 2430, a5dc, 9587, b8c4, 85b4, 6762, 1a07, be52, 390d, d0ad, b6cf, a419, sigradi2015_8.81s11, 6a24, 55d1, acadia14projects_135j, b283, 17e4, 4ae5, 682f, 6ce1, f0d7, 3c78, 14e4, ec25, aa79, b424, ec38, 2f02, 32c1, 7276, 44a9, acadia14projects_301ax, 6fa3, 1857, c786, ascaad2014_019v2, f00f, baf4, caadria2017_056s18, 00e1, cb2a, e23f, 8e23, 49ba, 6182, 8f02, 88aa, 42a7, ecaade2013r_017z8, 6b69, 9ef5, 52c5, 0cbc, ecaade2016_071i19, 5324, a18a, acadia14_531x, bf57, acadia14_719g, 76c1, e1f7, 41ac, f45f, 2f84, 21ab, caadria2015_208m31, e285, 0749, 54db, 1da8, 6268, cbb3, c38b, ea84, 9bab, 2f90, ee61, 2716, f17c, caadria2015_064n7, a896, 9029, 1357, 80b5, b1ff, 4d23, 2ae4, 077b, ccb3, bd6f, 7278, f6a3, 6065, d8cd, ascaad2016_010s4, 48ad, d17d, eb3c, 711e, 4d5f, dd99, 7583, d527, 2902, cd3c, 8814, c438, 11e4, 63ea, 4d9f, caadria2016_187r8, 6ff3, 403a, acadia16_450p26, 4c63, caadria2016_569f24, 58b2, cfe7, 7a40, caadria2017_122y31, 1a30, a200, 6f65, 27c3, e56e, c4c6, 468b, acadia16_62u4, e225, 6bc8, 8e45, 34e3, c622, 82be, 3af3, 636d, efbb, 4c11, c24b, dde5, 413e, 5e37, 159a, 62a0, ijac201614105i5, 3c6e, acadia14_479m, 1caf, ff9d, c015, sigradi2016_816qq, a05d, f85b, 7eeb, sigradi2016_357m, 54c8, c389, 1936, 3272, 9324, 1a10, a34e, e046, ecaade2015_122n24, ecaade2014_089n21, 8d7d, 59f7, a47a, ascaad2016_042r16, 1fed, sigradi2013_414, acadia16_280n17, f19d, ijac201614102y2, 1f32, 3a5f, 0162, 6006, ijac201412204z2, 17ed, caadria2016_651a28, 49e3, c3bc, d5a5, 1d3a, 7f16, caadria2016_073a4, acadia14_23x, 405b, 0748, df49, b24d, fc09, 1689, sigradi2015_10.138b19, caadria2016_829c35, 4d25, acadia14_339au, 6906, 71bc, caadria2016_517g22, b2cf, 4bec, a706, 833f, caadria2015_172e26, 378e, ea87, d944, acadia14_487e, 0fb5, 318b, a978, 870e, 01ef, d34b, e8e6, f055, ecaade2015_206y45, b597, 9175, 6aa5, 8466, 7ca8, 7944, 66a8, c918, 9977, 6f22, ecaade2014_168x41, 5513, f48d, 65d1, 07f7, a031, a0e3, 40cd, f924, 5d21, 7bcd, 2035, f8d6, 2271, 058a, cefb, b6ea, ef00, 098a, 5bd0, 5e63, 631d, 31c8, acadia14projects_153ap, 7bf6, eb72, 786f, 9281, 73f7, b026, 381d, caadria2017_124p33, c310, d939, 664e, ecaade2014_162v39, 96b3, f070, e29f, fd34, ecaade2016_118a32, eb7e, ecaade2014_233k60, 33fd, 79d9, caadria2015_210i32, sigradi2015_8.264g14, a0c2, sigradi2015_3.201p3, acadia15_161a6, 4dc8, d0b4, sigradi2016_564kk, fb6e, 434a, 36c1, 71a2, acadia14_357an, d63b, acadia16_382f24, sigradi2016_647rr, b391, bac0, 3eaf, 20a1, 8396, d01d, 87e5, 32c6, 589e, 4da2, 5ee6, 6d49, 7664, a7ce, sigradi2016_450qq, sigradi2016_816vv, 80e2, caadria2016_229a11, 422a, aa3e, ecaade2014_085h20, ijac201513202j6, 99d3, sigradi2014_037w2, c0dd, 394f, 5437, 53ae, 4ab2, 21f8, a2ec, ba31, 4fe1, caadria2017_074e23, 79e1, ascaad2016_034h13, 0ed8, c0c1, 04cc, 9386, bf5d, 65a8, c6b8, 14df, 2517, ecaade2015_185n39, 33d1, ijac201614405n3, ecaade2015_278p60, ascaad2014_005i3, ijac201513201d6, 3f77, 6280, 0817, acadia14_347ai, acab, d83c, ffe3, c540, 836d, a2ce, ecaade2015_22z4, ecaade2013r_004o3, f0ef, 7204, b758, 57a1, 68ee, 4191, 8627, 82a8, 63d2, ecaade2015_130m26, 39b5, f67b, 3aa7, caadria2017_104f28, ecaade2014_088d21, 373f, c46f, 2f6a, ae8b, e4b7, ecaade2015_53w8, 74d1, 3c10, d754, a4c0, 0031, 322c, b3c1, 6465, 0f31, a96c, 31c0, 3a7d, f8e2, f5fc, 5744, ecaade2014_035c9, ascaad2016_045c18, ecaade2016_bkoh65, 24a5, 1114, 4e31, e27f, 3862, cb1e, dfaa, 9aa9, a7cb, 365e, 9ad0, 6e61, caadria2017_158z39, e4e5, 44ef, c2d4, adde, acadia15_274h11, da19, 32cd, sigradi2016_407t, acadia14projects_479av, 0901, 28d2, 13f5, 7524, ijac201412203c2, 5e79, 5cf4, 6d5e, afa3, b65b, sigradi2015_3.268d5, 544e, 52cb, 02db, 5af3, sigradi2015_9.152z16, 13de, 3905, 70fc, ecaade2014_066r15, caadria2016_683h29, da14, b721, 5a35, 4c87, ecaade2016_105c29, 8443, 15f6, bfd6, acadia14projects_435av, 33d2, 4048, a9f3, b094, acadia15_95o3, fcbc, 9857, ecaade2014_072u17, b641, 7f2c, bc28, 01a5, 8510, cba0, 7b6e, 61d0, f0ad, 3b7d, c275, c0a1, 042b, ecaade2016_105f29, 58ec, 236f, e7e3, aab3, 0c14, sigradi2014_347n10, caadria2017_174u42, f5f7, 1695, ad7f, 036e, sigradi2014_345i9, 49ca, 1045, d6a5, fac9, 31bb, d715, c381, 168d, sigradi2015_sp_10.16g31, 5388, 7a47, ecf9, f6fd, d093, caadria2017_051t16, 569b, ccc7, 4613, 9935, d3d7, 2f3b, 5d4c, e8a5, 616d, a3d9, e6d0, acadia15_311o12, 3ba1, 76b2, eb2f, 8a35, 91da, 7eb8, ecaade2014_109s24, 936d, 2941, 3d9a, 6d6d, a70a, 6105, 1227, 3a1b, 22a1, fec1, ecaade2016_094r25, b4b5, 93c1, 3eb2, ef92, 51ae, 6467, 8da7, 3228, ad75, 7c19, c26a, 2b41, 3169, ecaade2014_011g2, acadia16_98g7, ecaade2015_287t63, fe34, ascaad2016_036b14, 4940, ecaade2013r_019a10, 9636, 8a2a, caadria2015_077z10, acadia15_357v15, 1adb, 8b01, 884c, dbef, caadria2017_155t39, 9e2e, sigradi2014_339a8, bf8a, ascaad2014_017s1, db61, ecaade2016_170v48, 1610, ijac201614104u3, sigradi2014_341d8, b5a7, fb4a, a715, af8e, ijac201513105i4, c990, 0565, 3354, 3791, a265, caadria2017_051g17, a0f2, 3903, 2d7a, 8fe9, d4eb, 35fd, 6e78, 0491, a94d, bc18, 0f90, 2b7c, a131, 130d, 2ebc, caadria2017_142d37, 46f7, ecaade2015_303u66, 2021, e24f, 9a37, acadia14_619af, 81dc, dec5, d1cd, 6a5f, 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2f40, ijac201412408p1, da72, ecaade2015_235r53, ijac201513305s12, e249, 2848, 3b08, 455c, ecaade2015_127s24, 0540, ac97, f1aa, ecaade2014_084m19, 51fc, caadria2015_203i29, b735, f806, 448e, acadia14projects_479w, 1818, d874, ecaade2015_196b42, caadria2016_787i33, ijac201412301l6, 08ac, 6ac1, 1e79, b37f, 854f, acadia14projects_435ao, ecaade2016_ws-intelligentx68, 6988, 39d7, fccc, ecaade2014_031r8, 26dc, 630e, c617, ijac201412305f2, 0bdf, 8c22, 6628, fd06, caadria2016_003k1, be12, bdef, 37c3, 39d9, 3ffe, ecaade2014_194c50, 69e5, 05f1, ijac201412303e8, 3aa4, ijac201412303k9, 770a, ascaad2014_017h1, 5e60, 15ec, 4922, 6a85, sigradi2016_484e, 0a66, 70b1, 8fa4, 80ac, 2036, 52be, sigradi2016_431q, c906, c060, 99e3, sigradi2016_636l, 370e, 3e54, 356f, ecaade2016_164m46, ijac201412304t1, 303f, sigradi2014_232v8, d062, ed37, a781, 49f9, 0c78, dee5, 778c, 6000, e6d9, d6c0, 05cd, 3d06, caadria2016_167p7, 6ee6, 322e, 843b, 24b0, ce8f, 8126, caadria2016_013d2, acadia15_357n15, 788a, d0ce, 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caadria2015_061e7, 9f4e, 3c3e, fa65, b75a, ecaade2013r_019g10, 89ef, e2ad, 8eb8, 8320, 1361, 7e6b, 32a8, 69ee, a7ee, acadia14projects_445ak, 1182, ab74, 7229, fa4d, b996, 3d96, 839f, d02e, 7d17, 03bb, daf7, ijac201614105x4, 56c7, d144, 509e, 0c74, 0b57, caadria2015_170p25, 340b, 51d0, 71bf, be9f, 1175, b66c, 7621, sigradi2013_95s, ad19, 8e17, 5d72, ecaade2014_206o53, 1ff6, 1f74, ijac201614203v8, 2eac, c6d3, ecaade2016_136z38, bb00, 27e2, 00aa, ijac201614309f6, d6c8, 4bd6, b9df, 2b66, sigradi2016_360bb, 67da, 1507, 798f, 32e5, ecaade2016_062h15, acadia14_23v, ijac201614102z1, a37d, 7ec5, bab1, caadria2017_118d31, 34f6, 7633, dc01, e5c0, sigradi2014_345k8, 8af7, 1620, fa91, b1ef, 3705, 47ae, ecaade2014_139d31, ijac201412205w3, acadia14_681ah, f1af, 28a9, 7ce8, 1966, 3aba, 38cc, e803, acadia15_443y18, 1ae7, df05, 3c5d, a4f5, acadia15_251i10, 5522, 2c60, 4bb1, fad8, 5450, 4aa9, 054a, 7e53, 7962, ecaade2015_48g8, d1a6, 2f9a, 3101, 1708, acadia14_539c, 5dc5, 957d, add9, c524, 4881, 808f, aab5, 8705, 8dfa, 9640, ac4d, 9cdb, cebd, 1668, 6ab4, 703d, cc59, ecaade2015_171n36, 0656, sigradi2014_284b4, 3ad4, 58b0, c2ba, a5b9, 45e4, 7904, 4a8f, 56dc, 190d, 9016, b09a, fb80, 93bd, b179, a5f9, b471, 82d0, ijac201614208n13, 82d1, b249, dbc7, sigradi2016_448ff, acadia14_375e, d050, eb0a, 3aa3, 4ab9, 723d, sigradi2015_11.8n23, 2e2a, 2659, 40c7, 4316, 8721, sigradi2015_11.196g26, a155, acadia14projects_435as, ecaade2014_137b30, 48d9, deba, 8bd9, a0b5, ascaad2014_011x5, c3e1, ascaad2016_052f21, f3d0, bce7, caadria2016_383s16, c8cb, d340, e250, d78b, 34c1, dc93, sigradi2013_429z, 0afa, 3120, bca0, d82e, 2ab6, 8f29, a57e, 573d, 74d2, a24f, 3130, b7b9, 96d6, 4847, 4745, 51d8, 827f, def4, a6f3, caadria2016_641v27, 138e, acadia16_244w15, fa2a, b41b, 1c06, 07fa, bb66, c428, 2787, cb6c, 9a4a, 58a7, e5ab, ijac201614104y3, 3fac, 20d5, d2f5, ef4a, 3265, 78ee, ecaade2015_241s55, fba6, sigradi2016_686xx, acadia14_661k, sigradi2014_021v1, 642d, 5637, ea95, 1a69, 51cf, 5764, sigradi2013_429e, ad3e, 0541, 6239, b4e0, f3f6, 9daa, 840e, sigradi2015_8.328n15, e25e, acadia14_427al, 983c, acadia14_167t, ba17, 9f49, acadia14_681ar, a7e8, acadia15_232z9, ijac201513101h1, caadria2017_055r18, 6761, fde0, 9da6, 2480, caadria2017_027o9, d96c, acadia15_323e13, 2bc9, cfd5, ascaad2014_018d2, a5ee, acadia16_342e20, e85e, 740a, ijac201614105j5, 203f, 2b7b, 93c6, 8c94, 4d31, 1276, b2c2, 538a, 2557, 0fae, d86c, ce5e, 9e5d, 5e6c, 553b, aec9, 3794, 8b96, 973d, d8d3, d308, 9918, ccd5, 99b5, ascaad2016_051d21, 033c, ecaade2014_011i2, a571, sigradi2016_659l, cba7, 92f8, 9672, d6a6, 997f, 5594, 13be, 5574, ecaade2016_073z20, 55aa, caadria2015_099t15, caadria2017_047h15, 19bb, ijac201614309b6, 53e8, e700, caadria2016_301g13, 28bf, c510, 4af4, ecaade2014_146t33, acadia14_549p, 3c2d, 9208, 6430, acadia16_344j21, ecaade2016_215z54, e8cb, cf47, 61dd, 9782, ad10, ijac201614205g10, 905e, 2885, 2bf7, feea, db14, caadria2017_189i45, caadria2015_049d6, 199a, 0996, 5fbc, 8874, 6434, ecaade2016_099n27, 3bf2, f017, sigradi2014_347r10, 7433, 7f98, 837f, 33a4, 02d0, 55f2, a8c6, f754, be27, ascaad2016_012r5, sigradi2016_815oo, aafc, acadia14projects_347am, a814, 6e33, d894, ecb2, 7b75, adad, fbe6, caadria2016_683r29, ecaade2013r_005m4, 0d1c, 053a, 6755, 4e70, 906b, 1078, sigradi2013_280p, a782, ecaade2015_175s37, 85a7, 5411, caadria2017_122v31, 523a, 029f, bbe4, 70d9, 5e62, ijac201412408x2, 5af2, 60b9, 0424, 10ad, sigradi2016_443zz, 6807, ddfe, 8378, 5783, 7e8f, 6051, 6701, c8e1, 44c5, 32af, 50f3, ascaad2016_015o6, d1ae, d2f0, fbfc, d3d5, b2f3, ecaade2015_314i68, b66a, 7e14, 0804, ba3c, a157, ijac201412206v4, e645, 3531, c5f6, b5fe, 78dc, d571, ea78, bd91, 8ab1, 8b0e, d0c1, dd58, dbaa, 535c, caadria2016_621w26, fbfb, 87be, a742, 163d, caadria2017_055i18, 85e0, 0fec, ecaade2013r_009m6, 2d7b, ecaade2014_192b49, caadria2017_086o25, 1a00, f631, b0fc, f0a0, aecf, 4e71, 93e8, a4c1, 122c, sigradi2016_625xx, 7c59, 03b4, cf0f, 263d, afb9, 7739, 0e2f, 17af, b87d, ecaade2016_075w21, 0d9a, 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ecaade2015_122j24, ecaade2015_229j51, a311, 059c, ee75, db9b, 239b, 53bf, d9ef, 9fb8, fc10, caadria2015_087p13, f22f, c212, 9505, d565, e854, ijac201412203l2, sigradi2016_773x, a3e5, 9dcb, a78f, a1fa, eaad, 9f51, fe08, ecaade2016_036o9, 5886, 328a, be35, 2a10, 6148, 8fa8, 9b1b, 15bd, ascaad2014_016i9, acadia16_224d15, 31d9, 3310, 63ab, caadria2017_029s10, 81c0, fd7f, 0f51, caadria2015_226y34, 25c2, 7fe9, f356, eec6, 0305, acadia14_267k, 63c6, 298c, ae29, 9c26, 1074, f14a, 9dbe, 874c, acadia14_435aa, 991d, ecaade2016_036n9, 123d, 7853, 7163, 9a56, a133, f3ab, 1c8c, ecaade2016_118j32, ecaade2015_268h59, f07e, 54b8, 311e, 965c, ecaade2015_195l41, 5f00, ae1e, 8dd7, ecaade2016_162m44, 05af, 4266, 5bd8, 0b79, caadria2017_051w16, 1abd, ecaade2016_185b50, 4385, 7840, caadria2016_745e32, 702e, 0629, 4d02, 30f2, 92ff, 37f9, caadria2016_353u15, 4077, 91db, 9225, ecaade2015_217f48, acadia16_78n5, 9d6a, caadria2015_073y9, 3df5, ijac201614102p1, 2647, a323, 9e06, d0b6, caadria2015_226k34, c1d0, 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sigradi2016_694l, caadria2016_819w34, 15e5, 2c6d, 35d3, 2c85, def9, d379, acadia14projects_627as, 15fb, 1ecf, 6a6d, 5e26, 8ce0, c83b, d8b8, 55fd, 41c3, sigradi2014_330f7, 8fd8, e179, 26f2, 83d0, ecaade2015_92w18, 3b30, 6695, cf44, sigradi2013_286i, fd1f, 90b9, sigradi2016_421qq, 890e, 1289, 6be6, 08fd, c5bc, ab5f, 755a, 48ff, 9723, abe1, 9254, 778f, e09d, 39f1, 0ab0, c8ee, 9c99, 7dcb, acadia14_365ao, b07d, 3ddb, 9438, d90e, a65b, 8d5b, ad1d, caadria2015_162y24, 5e22, ebac, df9b, 15e3, caadria2017_069c22, 629d, 8b1c, 36bd, 7453, 1e04, 615d, f659, b183, 1190, d727, 28c0, 75a0, ecaade2016_243s64, 6959, 8d0d, sigradi2015_3.221v4, 7b3e, 6281, 2365, 1eec, 5c2a, 75ef, 545b, 700d, bf52, 153a, sigradi2013_429j, dcdc, 7886, 7b94, 7663, 08db, 4218, acadia15_323w12, 1d70, 2831, f280, c1c9, 2e36, 10fc, a52a, 572e, 9fca, sigradi2016_387vv, 9a78, c50c, f75e, acadia14projects_601y, 2745, sigradi2015_10.7g18, e2c3, 7527, f5ea, d4b8, 34d6, 0f27, 6bcd, ecaade2015_280w60, 593d, sigradi2013_327s, 9ce8, 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