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 Krause, Jeffrey
year 1997
title Agent Generated Architecture
source Design and Representation [ACADIA ‘97 Conference Proceedings / ISBN 1-880250-06-3] Cincinatti, Ohio (USA) 3-5 October 1997, pp. 63-70
summary This paper will describe a behavior based artificial intelligence experiment in computer generated architectural design and will explain the internal representations and procedures of an agent based autonomous system. This is a departure from traditional (AI and architectural) top-down approaches, allowing hundreds of agents to work simultaneously—building, manipulating, and dismantling their environment. Individual agents work in collaboration, in disjunction or autonomously.

Architectural design is perhaps most commonly described by the architect as consisting of the ability to see the whole picture, to organize, to collect, to juggle, to manage, and to maintain multiple conflicting goals and values. Architecture by the preceding definition is hierarchical and top-down in nature. The agent based experiment in this paper presents an alternative design process, involving multiple autonomous agents acting distributively. The agents (objects) move through the design landscape, simultaneously collaborating, building, degenerating, and transforming their world.

series ACADIA
email jeffrey@blacksquare.com
full text file.pdf (825,659 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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sigradi2013_10e, 2aac, 49aa, 0166, b05e, 3fb5, 819b, 655b, 7428, 8dc2, ascaad2014_003y1, c1b7, 4690, 2a33, 8c55, 324b, ijac201513305o12, caadria2016_095t4, 9bdb, 72d8, acadia15_395a17, 5cd7, ijac201513202j6, 3635, acadia16_450m26, fd9b, 815a, 6d5a, 779e, ecaade2016_243o64, 99e7, 460a, 08ed, 3d1b, ba94, 5f2f, caadria2015_126l20, 5d69, bb08, 2a0d, 6980, f42f, 1a21, df1a, a1ae, 596b, 6131, 87d4, 374a, acadia15_284u11, 314f, d76e, 1615, e110, 1e33, 0c6f, 102e, 528d, ecaade2015_100o19, 41a0, 4d64, ascaad2016_058h23, b802, 22d0, 9567, ae2f, ijac201513103r2, 70c8, 72eb, 16c2, 2531, 3747, 7c80, e98b, 8646, 36e6, b5ef, d118, 3efb, 9050, acadia14_627ay, 5d5b, d3da, f4e6, c21d, 5b72, 80fb, 4c9e, 0f3f, sigradi2013_194z, 2eb6, 8c26, ef70, 69c5, 16ae, 58f1, acaf, e33c, 55ae, 380a, ecaade2016_118y31, d2ef, bda0, 44d5, f737, ecaade2016_193o51, caadria2016_045e3, 185c, caadria2016_135z5, 35d7, ac6e, f682, c7b0, a887, eed1, 732d, 9d9c, e389, 3aa2, 42c1, ecaade2015_170r35, acadia15_343b15, b530, 72da, 0cee, acadia14projects_189ak, 4a61, 4518, 9aa3, 2708, ascaad2014_027l7, acadia14projects_531l, 5c64, af07, 70b1, 4231, 986c, sigradi2016_752ss, 7465, e065, acadia14projects_487e, b6ae, ecaade2015_298m65, 5c6c, ecaade2015_217k48, ac10, caadria2015_208u30, 4413, 3090, 0ea0, caadria2016_851z35, 0b62, caadria2016_611c26, 78b4, 617c, 0d87, ecaade2016_163f46, caadria2017_018z7, 2979, sigradi2013_407e, acadia14_63ah, ecaade2014_140k31, 82c4, bd0a, a915, b6b4, 0cc2, a30c, 008f, acadia15_223k9, 17de, acadia14_647at, bb83, 31ec, 3f46, ed28, sigradi2013_238, fd6b, ascaad2016_021i8, b721, 99ce, 266a, acadia14_479k, 7a58, cd11, 2d3f, sigradi2016_364nn, 735c, 6ba7, 990d, caadria2017_132o35, 6537, 901c, 6411, 3acc, dbd3, 21b7, 9d94, 4a07, 57ab, 706c, fb0a, caadria2017_185y44, 7849, d265, 53b0, ecaade2014_112z25, fb36, ecaade2016_067r16, 0a1a, dff8, 7e35, 51b3, 1c3c, ac90, acadia14_339am, ecaade2014_120j27, aa86, f021, 8a9d, ea2e, dfca, 57ce, 9eba, 2f44, 16cb, 0afe, ab93, acadia16_130j9, 1552, acadia14_135p, 2f45, 9b57, 1671, 4b4d, ecaade2014_019f5, 7690, bd62, d948, f5eb, 5676, acadia14projects_177ab, 66a2, 7220, ecaade2013r_009o6, fa7a, 115b, 62b5, sigradi2014_197b7, 95e2, 0ee4, 0746, 514f, 27e1, 2ac8, f0f1, ecaade2015_217a48, d325, 9c54, 2fd3, caadria2015_072v9, d4ee, d758, caadria2015_064p7, caadria2016_333w14, 0819, 268a, 92d6, 52f8, a4c6, 443f, ijac201513103b3, ascaad2016_023x9, cf04, sigradi2016_490ii, c1c1, 0c20, acadia14_671y, caadria2017_142m37, bfaa, ab70, ijac201412203i2, d1f8, 655c, sigradi2015_8.81x11, 5f61, 5e94, acadia14_487g, b671, adec, f81d, acadia16_488y28, 4e56, sigradi2016_450rr, 06b3, fda9, 1c86, 0a2d, bfcf, a216, 1ea0, acadia16_184n12, ecaade2014_035b9, ecaade2014_233c60, ecaade2014_070m16, 8049, efe9, 237a, a07a, b4a2, fe5f, ecaade2016_111r30, ce8b, ecaade2013r_018e9, ca90, 5271, eab1, 0044, 8402, acadia15_137n5, 57e8, 6ea8, acadia14projects_199ao, d3ff, 07f3, ecaade2014_089v21, e455, sigradi2016_737bb, a833, ijac201513105w4, cdf7, 1af6, f966, c625, 9500, b725, 1cc3, sigradi2015_1.320g1, 72fe, 2add, eb66, b8ef, 088a, b9c2, 0947, eff9, fbae, 7717, b149, 670a, sigradi2013_364p, d1bf, ijac201513102l2, 99cb, 7864, 2d15, 87df, 061d, 00f1, ab55, 1171, caadria2017_069d22, 7acd, ijac201412408b3, ea66, d23e, 76fb, 9aff, d817, 7f5b, dcf4, c8d2, 70de, 7a2a, c1ef, ecaade2015_138x27, 7d56, acadia16_344o21, ascaad2014_033g1, acadia14projects_357ar, c14e, eabf, 8538, 6e90, 578d, ascaad2014_017h1, 7895, 940a, f097, acadia14projects_153at, 0901, e0fe, bdef, dd92, 43ba, 71ec, 2a37, 3003, ecaade2014_072i18, 5387, 48ba, fae2, sigradi2016_546g, sigradi2013_30i, 3edf, b36e, 9b6a, a409, c5e6, 959d, 960f, 4f7a, acadia14_311s, 1698, f713, 7210, ecaade2016_006w1, 5c5e, 3da9, 0a3f, 3990, 64c4, e985, ecaade2015_59u11, 6369, 8059, a558, a9d2, 4a91, f0d6, a14f, a60f, 3892, 4e77, 48b8, 1eb6, 9d62, ecaade2015_205v44, b26f, ff04, d866, caadria2015_030d4, 672b, 67f9, 8cf8, 6b59, 0801, bd31, 8384, 1ed9, 1790, ded1, 7354, acadia16_308v18, acadia14projects_247z, b40f, 1a71, b90f, 0a5d, 36de, c5b0, ijac201513306w12, fb40, a183, ffda, bbee, sigradi2013_194u, 254e, da5d, 7162, 9663, c685, bb55, efab, 2515, ecaade2015_48w7, 8084, 937c, 0804, acadia14projects_699d, 7f3b, f4f7, 3576, 8e24, sigradi2015_9.152x16, 14e3, b494, 6811, 19e5, db2c, c795, c4ec, 758b, 61fc, 20f6, fecf, acadia14_479x, 709c, a874, e94b, 67ea, 50b6, ca78, f730, 6578, 916f, 8990, 6817, 5ef8, acadia14_63aj, 39f1, d846, 9bd5, 45a3, 2723, caadria2015_190n28, ijac201614403o2, 5eba, a933, 9174, 0023, fc6d, acadia16_78v5, 597c, caadria2015_108s16, 922b, 1630, cb98, 564a, ijac201614207e11, acadia16_164r11, 4b60, a978, 696e, 84c8, 2390, 1343, ascaad2016_045g19, caadria2017_094w25, c6e7, ecaade2014_055y13, bc69, 609a, sigradi2013_138p, f4dd, a00d, 2387, a926, 0631, 6073, d842, a5e0, 3ce5, 7ace, 014b, 8621, 9ab2, 3db5, ca0a, 20bd, 7fb5, c537, 283c, aae6, 92d1, sigradi2015_3.345v5, bb91, 7f1b, 32bf, 4952, 1bd5, abc8, 497a, acadia14_463b, acadia14projects_517o, d752, f8d5, 336b, acadia15_343j14, ecaade2014_240j62, ascaad2016_050w20, sigradi2015_10.378a23, 5cd0, 94b1, 39d4, 94bc, 2846, 77e0, 78e9, ecaade2016_006t1, ffe6, dce3, 8762, 72de, 094a, f5ad, sigradi2014_032m2, acadia14projects_167ab, caadria2017_051r16, ijac201412407x9, ecaade2016_140m39, 59d7, acadia14_609ad, 3245, c0cf, acadia15_431h18, 047e, 8a2a, d09e, de94, eea6, 1fed, 5c93, sigradi2013_414c, 2aec, a1a9, e157, 972e, c96d, 0402, caadria2016_187w8, 170a, 6ce1, e345, b2f4, ascaad2014_029e8, 9964, 5802, ee1d, 63ca, 7ae7, f414, ed3e, ascaad2014_036d2, ecaade2016_162t44, 7677, 20b3, d997, 7981, a01a, 4d72, 6ac4, 9bcc, aa68, 33e3, 8448, 3383, 1aa1, c1dc, c732, 2d26, a11d, 8171, 6e35, d6bd, ascaad2014_008k4, 94a3, e846, 1882, f943, c3b1, 02db, a326, c3fb, 3c0a, 9c19, 822d, f5d5, 3d64, 9289, c880, 3b3b, e365, ecaade2015_296p64, ecaade2016_118e32, ecaade2014_023e6, 9ecd, ecaade2014_104v23, 6607, 3200, b51f, e26d, acadia14projects_479n, b520, 3d52, 958a, sigradi2015_12.215m27, sigradi2016_815dd, ec13, 884c, c22e, df4b, 1a1c, be89, c789, eb1e, 3cef, 6ace, 75b2, acadia16_214k14, c19e, sigradi2016_625gg, 80f0, sigradi2014_345d10, 5dce, 736c, 1512, be72, 63e4, ecaade2016_073h21, d213, ijac201513101b1, a21e, 72c3, 6e06, 41b0, 84a9, 48bc, ijac201614302t1, 943e, 032d, 5370, 25b9, ascaad2016_038h14, 4a9c, c5e8, dcc8, ijac201614207r11, sigradi2016_695t, ab18, 2c38, acadia14_43ak, ijac201412205a4, sigradi2016_483ii, ecaade2014_225s58, 2047, 1513, ce11, 8ed5, ecaade2016_114f31, acadia15_232o9, 3b1c, 8d0a, ecaade2016_167v47, acadia15_57u1, 310d, 0dbf, ef53, bcbf, 7e9e, dbe8, dc06, acadia16_72j5, ijac201614204x9, 8913, acadia14_719d, ijac201614104k4, 14f9, a4ae, e568, caadria2016_167j7, 7339, 11d7, ec72, 50bf, sigradi2013_217, 5ceb, 3e87, ae8b, 81bd, 7ec5, acadia16_308w18, ijac201614104b4, c097, 4982, ecaade2016_151j41, dd81, 4e06, fe6d, acadia14projects_497s, 14ea, 5965, 9005, 6214, 9002, 73b0, 7348, ijac201412204f3, 5dba, 486b, 9e79, 1379, 4507, ae3e, 7cc9, 12b8, sigradi2015_9.152n16, 8275, sigradi2015_10.377t22, 42a5, bed1, sigradi2016_756c, 2255, b402, 853a, sigradi2015_10.317p22, 1578, acadia15_251g10, 20a7, 9b2d, caadria2017_021i8, 0d2d, 137f, 2ecb, c4e6, ead4, f584, sigradi2013_366c, 3137, 437b, f4e5, 25a0, fa94, f345, a30b, db8b, eb23, 73ca, 0326, 16af, 99f2, 6ed2, c066, 41c3, 9626, 8e38, b470, caadria2016_477e20, 91e9, fd59, 13f3, df97, b20c, 9653, sigradi2013_208, acfe, 58e0, 1729, b5b9, 3901, 59ea, ac98, badf, c665, 3428, 0f7a, eca5, 69bb, 1685, e9a0, ijac201513201g5, 9d8b, sigradi2016_357k, 8f87, e26f, 07b7, e5ad, 283f, 0abe, 18a7, d1b6, ascaad2016_022p8, 1d12, affd, 921b, acadia14_167aa, e48e, 93fc, c3a1, 36f5, 1b96, d87a, acadia15_284v11, 1a60, acadia14_33an, caadria2016_239f11, 7783, 7f52, 46c5, 2730, 175c, 2b1b, f86a, caadria2015_032a5, d92f, 52a6, ascaad2016_045r18, caadria2015_048u5, c8a7, e6d9, caadria2016_745y31, d332, f1d1, 9493, d2c2, sigradi2016_544e, sigradi2015_7.203g10, e755, ca00, 08c7, d08d, 59a2, 63ec, be59, ijac201513206s9, 82bb, 082b, 9133, ecaade2015_35v6, c3a0, 41d0, a443, 28f5, 9b6d, a2eb, 7ee8, b311, d198, ecaade2014_149m35, e5fa, 3651, 2645, 8d08, sigradi2013_238o, sigradi2016_443uu, caadria2017_096k26, 6994, 623d, 4531, 9de6, 7327, e5c2, 8371, ecaade2016_033e9, f552, b219, cc43, acadia16_460x26, 6ce4, 22c4, d359, 97a4, sigradi2015_12.167k27, fb4c, 5099, acadia14_145af, 891d, 07b4, 165c, 16ea, 6719, 4f20, ecaade2014_167m40, ce65, 9d65, 5300, ee93, 350e, b9e0, 0923, sigradi2014_049n5, 186d, caadria2016_105g5, f876, 6db2, ae30, caadria2015_064m7, acadia14_101x, 8fde, 5f3c, sigradi2016_428j, 3776, 99a8, acadia15_243y9, ijac201614208j13, 4bf8, ascaad2014_033y9, 9d37, 997d, ecaade2016_223x58, dda9, 72fa, 7b3a, 84c4, 1807, ecaade2016_040p10, 668b, ecaade2015_199y42, ad80, d7dd, 60ab, 0eb5, acadia15_483d22, 38fb, sigradi2013_295d, ece2, 113c, acadia14projects_117az, ecaade2014_146t33, 4bd9, ecaade2014_214p54, 25c6, 43ea, 227a, sigradi2014_109j9, 8a7a, b364, 7cc3, 8326, acadia16_152c11, ascaad2016_033d13, a54d, c3e1, 2d24, 5e49, b2ca, acadia14_153as, ijac201412205t3, 93ea, caadria2016_343f15, 0205, acadia14_555k, 245f, acadia15_81u2, d50f, b27f, ace4, a287, sigradi2014_074j6, caadria2016_517x21, 7861, 9417, ecaade2016_096o26, 3484, 0b66, sigradi2013_189j, 938b, acadia14_661, 82af, 23a1, 78a3, ecaade2016_119o32, 9f37, 1fdf, ef4b, 936c, f487, a9f1, caadria2017_115k30, 64c2, 0dda, 1215, fb65, b0d0, 57bd, 9be0, 2d7f, sigradi2016_428l, 6827, 6b75, dd9f, caadria2016_631i27, c424, sigradi2015_10.140s19, b7ce, 8a2d, 41db, ecaade2014_221n56, 5426, 4b10, 25d4, ijac201614103g3, 1d99, 518d, 0895, 8493, a362, 2a2e, f94a, 1604, ecaade2016_241e64, bf26, caadria2017_109c29, a74e, c7dd, c8cd, sigradi2016_441ii, 3875, 7ad3, 466f, 0aa4, fe89, ascaad2016_023p9, 596d, acadia14projects_565s, 5955, ecaade2014_215b55, bc25, ecaade2015_138y28, 4db6, 6665, fa96, 3ef9, 498d, 347c, 3ceb, efc0, c4d7, 9f95, 3a9e, acadia14projects_709ao, sigradi2013_389j, 3771, acadia14projects_627av, ecaade2016_058a15, sigradi2015_3.65o2, 005e, 06b4, c88b, 338c, 0bb2, caadria2017_009r4, c9dd, caea, 85fe, a4e8, f4f4, caadria2017_051c17, sigradi2016_448x, 74fd, 9d53, bab7, sigradi2016_625b, 3a8f, cede, e4d7, fc93, 4b0f, e760, ea44, 71bc, 9e13, 5fcb, 284c, 8c03, cd69, 2469, 5fe3, b511, ecaade2015_144w30, caadria2017_129a35, sigradi2016_484b, caadria2017_175f43, c9eb, 0828, be22, caadria2016_435r18, 60b4, ecaade2014_052h12, f4b2, 306f, 3aba, 00db, b2ae, 8e4f, 48d0, acadia15_431u18, f8e5, cecf, 03e6, d11c, aa81, 0da7, 4abd, sigradi2015_8.328j15, 7843, fac2, 15bf, c12e, 6ca2, 0ae1, 7071, a817, sigradi2015_10.220h20, 458f, 9104, 161a, 5ea4, 18cc, 95d8, 30f7, db5a, 06d7, 3f00, da92, cd01, ecaade2016_073v20, 4a1b, 56dd, ffbf, adca, 323d, 5ace, 7c74, c7e2, 7d29, 0d95, 07a6, fb68, 3f6e, 22d6, 6a2e, 4655, dc32, e0a4, 4440, 1f57, 864f, d6b8, 3f7d, eb09, ecaade2015_271w59, 99ef, 17b3, c99b, 49e2, ecaade2014_111v25, c8b2, 3bb8, b35c, 2c67, f32e, 41b7, c42f, 11da, ffdb, dfc0, 0fac, 3f06, 4298, 86d3, acadia15_195d8, f9cf, 79b7, 3f49, 9516, fddd, 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sigradi2016_654uu, fc63, ecaade2016_071i19, 6d00, 366e, f258, 8ef1, 7790, 9b61, 4aa7, caadria2016_167m7, f24b, cd87, caadria2015_096l15, sigradi2014_341e8, 424c, bfd1, 8637, 2a04, acadia14projects_435ah, 36f7, 7e15, acadia16_184l12, d338, fb44, ad5d, 8afb, 7062, sigradi2014_330g7, 1bdd, a08a, 4d90, 7af3, 406c, 8687, caadria2015_054m6, 341f, ascaad2016_013y5, 86e5, e942, 176b, a036, 45a5, 4d76, 8db9, ijac201614402w1, 49f9, 7fde, 382a, 2768, 90a7, 21f2, acadia14_655x, 7347, fd25, ecaade2015_72v13, 5054, 82b9, acadia15_407y17, 66fe, 4910, ecaade2016_068y17, ijac201513203p7, ecaade2015_79g15, 5f68, ecaade2016_168i48, 5360, ecaade2014_100i23, dbfd, ijac201513205y7, ac0d, caadria2017_046s14, 258a, 4fd3, 0981, 6cac, ecaade2016_tkow66, 0fc0, d9e1, fa12, 617a, ecaade2013r_010x6, sigradi2015_11.142a25, 4eaf, 0455, 3a62, 10e7, 43c7, 44ed, 7ce2, ecaade2015_217m48, 62d2, ecaade2016_129p35, ba5d, 2235, caadria2016_301n13, 9738, 8962, bc29, 3a83, 16ad, 3ba8, 24d5, 4b3b, 6cd8, caadria2015_078n11, fc23, 89d8, caadria2016_819r34, 4490, c9be, acadia14projects_247l, 65bd, 2bb5, b9b0, 6deb, 5005, 07d4, ee8c, f581, d8d9, ecaade2016_130s36, sigradi2016_817o, 0c84, b89a, 99fe, 0bdb, 06c3, e7ea, 3ce0, 9b17, 61d3, 1f08, acadia14_125af, 1cb4, 83d4, ecaade2016_163k45, 3fbd, 8a96, ecaade2015_15x1, d7ac, fb4e, 05fd, ecaade2013r_005l4, df27, 8f2a, 4b95, e80c, ijac201412401r3, 6016, 2f87, caadria2016_663l28, d549, d8c4, 5007, f994, bb0f, 6ac9, acadia14projects_63ad, 2ce8, 9709, b61c, 8020, acadia14projects_427al, 5339, b8de, c90b, e3ed, 9c06, 0cdf, caadria2016_487r20, aa0e, ascaad2014_015v8, e19f, d090, ecaade2016_062c15, cb56, 2c36, 5614, 4fb3, caadria2017_046j14, f697, c182, 2641, dca7, 9d45, 7915, d0fc, 4b2c, ecaade2016_238o63, 1b15, de0e, f8c1, caadria2015_081l12, 9062, 438d, 831f, sigradi2016_534ii, b921, c08b, 7b90, sigradi2015_3.385c6, 202d, ecaade2016_037b10, faaf, 0976, 4d09, 7846, ijac201412404u7, acadia16_174h12, 80f9, 96d6, 3c02, 5cff, 77e4, ecaade2015_227x49, 3335, ab54, 26af, sigradi2015_sp_10.311k31, 002d, d69d, c5db, 7c82, 6f7e, 6fa3, ecaade2015_143s30, 8747, 29c6, 55ec, 5b85, acadia14projects_435ar, c9cc, ecaade2014_024t7, ac31, 2cef, 0699, 4526, ebc5, 1a98, acadia14projects_671r, 7043, ecaade2014_224v57, caadria2017_047g15, aec2, bb68, d6e2, 428e, c958, d59a, cbdc, 3368, bb2b, ijac201412401n3, ecaade2016_182r49, 2e28, adef, 987a, dc35, 82c0, dfb4, sigradi2013_234, acadia14projects_409n, 609e, ijac201412304z9, d0a2, f8ec, afcc, cf3a, 181e, ecaade2015_139v29, 7c73, 2538, ed81, 783a, 2b13, 3e95, 8215, 047c, 8f30, 6731, 1b20, 5d67, 9b0c, e6e0, 4c2b, d87d, 3ad5, ce01, sigradi2016_490x, 738a, e996, dae4, 6982, 8804, 4209, f901, 453f, 7b36, d821, 2347, 8eb2, bcb9, acadia16_106n8, ea01, 82b8, ijac201412302g7, ce58, 4584, 329b, c57c, 997b, ijac201412303w7, 8f7b, a2c2, 9dcb, caadria2016_683r29, ecaade2016_190r50, 1990, 8122, fbe9, caadria2017_023v8, ijac201412402z4, ecaade2013r_019c10, caadria2015_108p16, 3c56, ecaade2016_077p22, acadia14_219ax, 71e6, cd50, 3787, d962, sigradi2015_10.138y18, 8729, 957b, c7bf, c55f, ecaade2016_223g59, sigradi2013_200c, 6be5, ecaade2015_17g2, 43b8, a4e4, b7c7, caadria2017_081p24, 1bc8, 4171, 889a, ijac201614407j4, f969, 7e8c, 9c1e, acadia14projects_589d, dc66, 0918, ecaade2016_057r14, 7a2f, 9b45, 9487, f2f5, 4772, 333d, a502, 15b4, 70e0, 76d1, 3767, sigradi2015_10.307n21, 29e5, d976, a62b, 69a4, 1e24, 86ed, 55af, e175, sigradi2016_484a, fcf5, c1ca, e35c, 95c5, f78a, 4ea6, d9c4, 4728, sigradi2014_074c6, 96da, caf9, 58e1, 1c78, 7dbd, ecaade2014_225r58, 6ae1, a201, ijac201513101l1, caadria2016_229c11, 5f72, ef8a, ea0c, fd2f, d17e, d03e, b025, 6816, b7a8, acadia14projects_479az, 3e10, 3b28, 0ea4, 230e, f1d0, sigradi2016_430m, b432, ijac201513206c9, 4f55, f311, 3a2d, af8f, 398a, 9086, acadia16_44o3, fb49, fe94, 642c, ecaade2015_114z21, sigradi2015_10.267p20, 194e, a10e, 54f5, 9a6d, 2805, f5d8, d224, ascaad2016_054s21, 0b96, da60, 00cb, 2081, ecaade2014_218k55, 4c5e, ecaade2014_138e30, 9acc, 7058, 4769, sigradi2016_507vv, fdcb, 2978, fc5e, ca74, 05af, a1d4, f8d0, c154, 42fc, 5dc7, 61e2, a934, 46e2, sigradi2015_10.309e22, 59ec, e8c0, 1cf5, ecaade2014_152g36, f703, ascaad2014_021y3, 03b8, e9b5, 9052, a82a, ecaade2016_071k19, 185d, 1890, 9f17, b04f, e5e4, f1e3, d32d, ecaade2016_040m10, 0cbd, caadria2017_069u21, 3c03, 9ecb, ascaad2016_040w15, 6c73, 93e1, cf1b, 2b77, cfdb, fbfd, 1f5a, b932, 40f9, ijac201513102i2, ijac201412304o9, 91a2, 310a, 4dbe, ce3c, 0898, 18bb, caadria2015_142k23, 08dd, 3a26, ab4b, dcbd, 56a7, 3ce7, df8c, acadia14projects_627at, 1995, 8ca7, cbe6, acadia14_507ae, 534a, 9b92, 20ad, 24b0, ecaade2014_224o57, 5ea5, a35a, 6c4a, 1208, 06a8, f975, b3be, 6049, 7d91, f2de, 0ae8, 016b, a2cc, cb09, acadia15_497f22, acadia14projects_389f, 1c02, caadria2017_030d11, caadria2016_435t18, ecaade2015_301z65, d278, b04c, c047, 22b9, ecaade2015_196u42, 6f5b, acadia16_106v7, sigradi2015_2.213z1, 9e6d, c530, acadia14projects_135m, a901, 7cb4, 2dea, b055, 5a44, 608d, 6cdb, 4eb1, 1d1c, a1ca, 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acadia14_709ar, 3834, e254, 7e46, 4168, f4d8, 9e56, caadria2015_124a20, sigradi2016_484mm, ascaad2014_022h4, 8de8, b547, 1ab8, 5b2c, ecaade2016_169m48, a361, ascaad2014_019r2, caadria2017_035z11, 8150, 9ae3, 007e, c26f, caadria2017_094b26, 5165, 907d, 43db, 6566, 198e, a2f8, 9d58, 33e8, f9b5, d9ae, d8e3, 9187, ecaade2014_185v46, 8679, caadria2015_164c25, 493b, dde7, 9e9f, acadia14projects_637ag, 5650, 278b, bbfb, 69a0, 09fd, 5df9, 80bb, 056a, 6b6e, d026, caadria2015_142l23, 5d20, ecaade2014_023s6, 967d, sigradi2013_343c, 469d, 2c20, 7adf, 039c, sigradi2015_11.222v26, acadia16_344z20, ecaade2014_044b11, db70, sigradi2014_299c5, 2b2c, 9595, 2d27, sigradi2016_752xx, fd06, 0c88, 73e1, 70a5, 25dc, caadria2016_209y9, b362, 9b05, 342a, 264e, a03a, sigradi2013_285e, 32af, 8670, 07fd, ecaade2014_029a8, 5c60, c858, 2db2, caadria2016_321i14, caadria2017_054a18, e0eb, 978b, 83a1, 54b8, 2f9b, dc5c, acadia15_497n22, 4c1e, 2d5f, e721, b841, 94ab, 4bb5, f578, 79d7, 5960, 3f0f, 42a2, e227, 2ba4, a460, 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f760, f50e, caadria2015_070z8, f30c, f11d, 5be7, b4dc, c790, ecaade2013r_009a6, 19d3, 43c6, f495, c0da, df9a, cee2, ijac201412305m2, c476, da1d, ff4a, 5de5, 5d03, 2dff, 817f, 6f8e, caadria2016_157t6, caadria2017_113e30, 2a96, 656b, f8f8, 6dca, 6b52, 96f1, 02b2, fa36, 988f, a319, ded6, ecaade2015_87a18, c5d7, acadia14projects_301d, 37c0, 7627, f90c, ecaade2015_144v30, ecaade2015_138p27, 11a1, d113, sigradi2016_560dd, ecaade2013r_004f4, ff33, 6c09, 42c5, c29a, efb5, 2b3a, 957a, acadia14_627ap, 0295, 8a88, acadia14_637af, 3f26, 08ac, d5c8, c52c, a528, 667b, ijac201513301z9, 223d, 7589, 23e0, 2593, acadia14_177ae, cb20, fb09, caadria2016_641v27, e5d8, 8701, ijac201614202b8, 4cad, f0af, caadria2016_187v8, 27b5, sigradi2013_393n, 5c27, sigradi2015_8.186k13, 8251, 4b5f, ecaade2016_108r29, 571e, ea5a, c35f, f427, 60af, a822, 0af1, b86c, b1d0, 0d40, f075, 27e9, ed32, 05df, f80f, 1d04, 8c7f, a28b, 0c11, d0e5, 8acc, 7caa, e485, 802f, 171f, 03ea, 8c0c, 5ae1, caadria2015_114c18, ecaade2014_149l34, c7ab, caadria2015_124x19, b0b2, 9c2f, 6d21, ecaade2015_158x33, ijac201412207e5, 2195, d193, 4c12, caadria2015_067l8, f205, 46fc, acadia16_54s3, ab66, 8a36, ascaad2014_016e9, a99d, b31e, 46ef, d2da, 10b2, caadria2015_203g29, a1cb, a1db, 6951, 09ef, 0691, e348, 8624, 53d8, acadia14projects_427am, e37f, 7601, d6e5, d686, d372, 2856, 8aa8, ijac201412201m1, cc6a, ascaad2016_010d5, 9bb4, d2c5, 56e7, 70dd, 1e0b, 2c4d, e0f5, 7704, ijac201513303x10, 51a8, caadria2016_187e9, 001b, 5125, 91ab, 69fe, 12eb, f8f1, 9753, 3f4a, 1675, bb1f, caadria2017_145g38, 18f4, 8306, 8fd7, 3328, caadria2015_170p25, e4a3, ijac201513303h11, 4650, 65e5, ijac201513206g9, 3dca, 9676, 72a7, 026d, e5e2, 583b, ijac201513104o3, 8a84, ecaade2014_149g35, acadia14_473ak, 7fab, acadia15_431j18, 262d, 64e9, aa01, e4da, ecaade2015_48z7, 1f64, 26bf, 7e0f, 4ba3, 909e, c680, 4e17, 7640, fb59, 6a99, 86a9, ecaade2015_256b58, 5b17, 4b80, ed2e, 26c2, 9231, b576, ecaade2014_186v47, df0b, acadia14_267m, dac0, caadria2015_081o12, 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acadia16_478g28, 4f84, 7051, 467b, 064a, 4318, 6e5e, 4600, aabb, 8ab3, c221, 40d4, ebe3, 26bd, 089c, 582e, ecc1, 5d2c, acadia16_254e16, 6d0b, 0aab, ecaade2014_010j1, caadria2016_819z34, 263a, 3efc, 8865, caadria2016_529m22, 39c0, ascaad2014_017t9, 81ab, bf31, 49db, 4de5, caadria2016_095r4, d72f, de39, f85d, ed39, 84e8, 5a74, cd2e, d8c3, f8b4, 3300, 27fe, e2e2, b6de, 7455, 8476, 3a6c, caadria2017_004v2, 2c98, 9e84, sigradi2016_479bb, 51d1, adbd, 63e6, a656, f19e, ecaade2016_241d64, e420, d0ad, fe63, ecaade2014_065e15, acadia14_699b, ecaade2015_248v56, caadria2017_129n34, c68a, 49b0, 6f70, ecaade2015_318o69, 33b8, ebac, 0522, sigradi2014_137i2, a59a, ijac201412408t2, f9cb, c60c, 62e8, 0ab8, sigradi2014_345s8, fbdb, cfda, 5747, 1b6a, 4d94, sigradi2014_345z9, a78d, d151, ecaade2016_162c45, f289, 3dfe, 943a, 8b19, 4a97, 6a9f, 4864, b220, 5e53, 82e6, c9bf, 84e6, b6a2, 810e, sigradi2016_599pp, ijac201513102z1, e5c1, a924, 7cc1, 647a, 53be, cd8a, 5daa, 2d4f, db47, ecaade2014_149b34, a717, 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acadia15_497i22, 9932, d8b3, d0d7, de32, 5ff9, 65e2, 3d16, 42ed, sigradi2013_267t, a987, d656, 1754, 89df, 6536, bf44, 9a73, acadia16_372y22, 227d, 370f, 57ea, sigradi2016_381r, ecaade2016_118v31, eb3f, caadria2017_109a29, sigradi2015_8.41c11, 70bc, 684b, 9957, 5ba7, caadria2015_213n32, 19ac, acadia14projects_453e, 48cf, 1724, 2dfc, ijac201513203x6, 98df, 6269, 6b48, f59b, 9fd4, caadria2016_353x15, ecaade2015_61g12, 481d, 9424, ijac201614102z1, ad2d, ecaade2016_075c22, 328f, 4a66, 0242, 7431, 3e80, ijac201614404b3, 4ed7, sigradi2013_117k, 5d42, f047, 4e5e, df87, b1bb, feaf, 174b, 6df7, 39f6, d262, 6652, ed62, caadria2017_107s28, c857, a71c, sigradi2015_11.165p25, 7777, 8aa3, 0e46, 1b0f, 5113, caadria2016_321m14, 4e19, db2b, sigradi2013_30h, 87da, 94b3, d49f, 1dcb, 93f3, 7cfd, caae, 2cca, 3593, caadria2017_008v3, 9797, c48b, 5256, caadria2016_291y12, 94fc, ecaade2015_202h44, 337c, cd1c, 5df6, 6708, b654, 0df5, ecaade2015_64w12, 10ec, ecaade2014_029c8, 2f62, caadria2017_122r31, 5834, 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