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 caadria2015_181
authors Pantic, Igor and Soomeen Hahm
year 2015
title Isomorphic Agency
source Emerging Experience in Past, Present and Future of Digital Architecture, Proceedings of the 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 2015) / Daegu 20-22 May 2015, pp. 179-188
summary This paper deals with the topic of agent based design systems and their application in the process of generative design, with the goal of creating a series of volumetric arrangements of varying surface qualities. To test this approach, we created a custom made tool for Agent Based Modelling - Isomorphic Agency - whose design and functionality are described in this paper. Furthermore, we conduct a series of design exercises which combine different parameters, examining the resulting geometries and underlying organizational principles.
keywords multi agent systems; generative design; design research
series CAADRIA
email targat144@gmail.com
full text file.pdf (1,765,400 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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sigradi2014_345d9, ecaade2015_284v61, 5f91, e6d8, ecaade2014_240r62, 68cc, faf2, edd3, b6a6, 9f29, 2ef0, 6778, 14cd, 7e7b, 3986, ijac201614307e4, 5d70, 373c, 4dc7, acadia14projects_145ad, 4670, 3201, 2c8c, bc54, a870, 2e3e, caadria2015_156g24, ijac201513206m9, 72d6, 8d7e, 9d27, 02d3, ecaade2015_240u54, 701d, 82b0, 15ef, 693c, sigradi2016_611n, 5ecb, 9261, 2a10, 3457, 5d89, 30ea, e7d2, sigradi2015_8.264n14, ecaade2016_197w51, 2f4c, fc87, sigradi2016_816ss, ecaade2015_173h37, 5ef7, 25f7, 2761, 6e45, 6c53, c046, ecaade2014_204b53, 9699, f574, e59a, acadia15_469l20, b3f0, b407, acadia14_589l, 4bf9, 5b5f, 546a, 27b9, c462, 9911, 72f1, acadia14projects_247m, caadria2017_016u6, cadd, sigradi2014_075e7, 82b4, 3c8e, 632a, 71bc, 2fc3, 82d3, b122, 687a, 0ce6, e296, c09d, 1dbd, sigradi2016_490ll, ecaade2015_116i23, ee5b, bc7f, 92f6, e814, 6308, 481e, a10f, 3856, aa5e, 6881, 9620, eb85, ef14, b352, 9071, 0021, dc04, c6a2, ecaade2015_194v40, 7af7, 9976, c881, 8505, 32e8, cab9, fcd3, caadria2015_145t23, d787, c1e1, 3b5a, 9f7f, 6e4a, 325d, 4b30, 1a2f, ecaade2014_140w31, 398a, 8d52, 5dc4, 96a3, de05, e365, 222e, 018c, 4307, caadria2015_111h17, 8ec8, acadia14projects_153ak, b137, b42c, acadia14projects_609an, e11d, 82f8, bda5, 1788, cb4f, ecaade2016_077v22, b548, 691f, 9107, ad4c, 60f4, d11d, bb62, acadia14projects_33ak, 00ad, caadria2015_077x10, 0692, acadia16_12p1, ecb0, c606, ec3f, b05c, 1aec, 1ca1, ecaade2014_016f4, acadia14projects_573aj, ijac201614302l1, 8010, f123, c3cc, 8464, 5a83, sigradi2016_592s, 67d0, ecaade2016_067i16, 583f, 8406, 63af, 099a, 6f9a, 120a, d4f4, b880, b504, 7d30, b9c9, 00ea, 3336, ce36, 8cb3, f4cb, ijac201614405d4, 7be2, 7472, 25e2, 7500, 3fbe, 25bf, ecaade2014_109s24, c640, f10d, 02a1, acadia14_101z, a18f, 1c4f, 7cf4, 9414, ascaad2016_015p6, bc9f, ecaade2014_146r33, 7bb3, 6075, 6385, 3f11, ecaade2014_186b47, becf, c901, 2d9a, c294, caadria2017_142y36, sigradi2015_9.347l17, 2869, cda2, cca5, 1619, 45df, sigradi2015_10.267s20, df82, ascaad2014_003t1, e03b, e9c7, f8ad, 49b4, 209b, 8f4d, 3fe2, ac48, 2031, 051e, f31e, c50b, 89e3, b4af, f458, 5cb0, sigradi2014_289k4, c703, 622c, 9341, 40e3, 8393, b25d, 1cb6, df5f, 7cbf, 4a17, 46a7, 1393, d773, sigradi2013_243s, 988d, 7fdd, ca24, 2be7, e5c9, 9258, 51c5, 9bff, 89c5, 3ddd, 1aa0, c8c0, e0ec, 29a4, ecaade2014_014a3, 3d82, 66dd, 1e89, 38a3, sigradi2013_100, ecaade2013r_004y3, 901b, 2ad1, sigradi2014_329x6, fce9, 5b9c, a574, acadia16_382a24, b919, 5265, 7c46, sigradi2016_625d, 4071, ecaade2015_248h56, 00bd, 219d, c682, d878, 5870, 209c, b299, 53dd, b77f, ecaade2014_057f14, 8922, 646d, 523a, ca2f, 6ffd, e04b, 581a, cf17, 9ac2, a5aa, 3077, b0a1, 631f, 4025, 688e, 77ea, caadria2017_016t6, 3629, ascaad2014_014d7, caadria2016_301m13, fff7, 6306, e663, 80db, 259b, 93c8, cc4b, 8652, 5dca, f422, ecaade2016_129v35, 080a, c351, 3d05, 9058, 243a, 4335, a500, a29c, caadria2016_477z19, 48cf, d044, 73d5, d5bd, 9cf7, ascaad2014_015z8, b3c9, 7467, 3e6d, caadria2016_713u30, ecaade2015_235k53, 1fbf, sigradi2014_263f1, sigradi2016_807ll, ijac201614204k9, d09e, f64d, 75fb, a287, caadria2016_229r10, 9757, ecaade2015_18w2, 1f3d, d872, f9a0, 55a3, 6636, 57fb, c313, b008, 6dae, 5897, f5a4, 19df, 56be, 3b11, 1384, sigradi2014_232z8, caadria2015_049g6, 17f9, caadria2015_124s19, f2e1, 99a7, 5460, 738a, 9dc0, f9ed, 78aa, f37b, 9f37, 0ad9, ecaade2015_199a43, 9991, 9864, 8540, 63d4, 2c1f, acadia14projects_619y, 1947, 683a, 9466, ecaade2016_067e17, efa2, ecaade2016_230p61, f5e1, sigradi2016_484oo, 7478, 6872, caadria2015_203b29, sigradi2013_390c, e1c7, 061e, acadia14_125ab, 9944, sigradi2016_724tt, 34db, 0636, 0cf2, bf64, b37b, a19c, 6d83, 37df, ea20, ce1f, 6655, sigradi2013_189j, 12c6, 1075, ijac201513102c2, 07df, ecaade2016_185x49, b9a3, d96e, f0ed, 6289, f438, cd4f, ijac201614207h11, f441, e1db, 4dc9, 5198, 8915, ce3d, 36eb, 7cff, 3298, 49de, 343b, 4c99, da4c, a045, caadria2015_139h23, 6e5e, 9967, 3cf5, 35ce, e8b6, 650a, 704f, 380c, 853b, 28ed, a59e, e5a9, 7068, de87, 17cb, 0dfa, cf68, 6410, 7b6b, 65fc, 1d24, sigradi2015_10.140k19, ecaade2016_046c13, ea0b, c931, a363, sigradi2014_345i10, 2a3e, e7b8, 345f, 8b7e, 2b45, 00c2, 9aab, ecaade2015_221s48, aeca, da84, 4c63, b21f, 61cd, 13c1, f57a, sigradi2013_117o, f282, 4b2e, 6d01, 792b, f2c7, d383, ascaad2014_017o9, bf53, caadria2016_851u35, fe40, d19a, feb2, 1127, ee36, 082c, fa8d, caadria2015_060v6, 57f4, 5e0a, 2dee, 36fd, ecaade2014_130w28, sigradi2013_393t, sigradi2015_3.268l5, 48d4, 9f8f, 1193, 77aa, 54d1, 1734, 34cb, d81e, c7dc, 8272, c0bf, f200, 7a9b, 3ab0, d82c, 14f7, d97b, 170b, caadria2015_203h29, f59b, 1f10, be8d, cc5c, d8bf, 32c4, 3cc2, 0982, 7aa5, 4878, 090f, 6c2c, caadria2017_163h41, 76f2, 6caf, 98d7, ecaade2016_237g63, 271e, ecaade2014_029x7, ea58, 17ac, 1252, 3eaf, 9f82, 17cd, 4d47, 1036, acadia14_177ai, ecaade2016_075j22, a8c1, 410f, 1af8, ascaad2016_042c17, ee6e, 7d4d, sigradi2015_8.264s14, a7e2, caadria2016_601d25, 755a, e33e, 926e, 861d, 94a7, 5f7c, a121, 11e3, 131b, d1a9, 17e7, ijac201513203k7, ecaade2016_127f35, 7d6f, 63e6, 42e1, acadia15_451y19, f0dc, 1be8, f5fe, 1194, 06b4, 048a, c194, 70c5, 7633, 2935, c5bd, 0bb8, 2d41, afb3, cc26, c3ae, ecaade2016_068b18, e351, cda1, ecaade2016_120d33, acadia14projects_463u, 1ff7, f31f, ae8e, c125, ecaade2014_112w25, 4a05, 68a6, acadia14projects_479s, 9acb, 931b, 859c, 2dc0, 0c74, a4cd, 054b, 1902, 39af, d1de, 7fe4, 5942, fdd0, caadria2015_150y23, d90c, 04b3, 3870, 3acc, 1885, b086, 5a1b, acadia16_432r25, 3834, 9cc9, 8f1d, sigradi2014_132k1, 06c6, 1b17, b87a, sigradi2014_339z7, 7c78, 93c5, 1e2a, 20b5, 55c7, 4757, sigradi2013_30j, 3e68, c286, 06fe, 8cdf, d8c8, 9f39, 4830, 8c78, a1c8, af81, 2900, ecaade2013r_005p4, 8692, d8fe, 15fc, 5c16, 9d90, fd5f, 5e63, ad6f, ecaade2014_029e8, acadia14projects_539d, ba00, ecaade2014_029b8, f04e, 2bd9, ijac201513104s3, 6954, 4e9e, acadia14_681an, f80e, c754, 6658, 8f2b, 4e68, acadia14projects_145v, 6b51, e926, d585, ad6d, 1bfd, 5dc0, sigradi2015_3.370y5, ecaade2016_199c53, 424a, aadd, sigradi2014_335t7, c09a, b2c7, db2c, 16a8, acadia14_609ag, sigradi2015_8.41w10, e7ad, bdd2, 8448, 7717, f344, fe49, sigradi2016_647ss, a2bd, 1297, 1542, 6b93, 5301, acadia14projects_463j, 8f11, 1119, fb82, f246, 8a58, sigradi2013_215e, 90ce, 87bc, aadf, acadia16_478x27, 6cbd, 6fcd, acadia14projects_579ay, 7219, b93f, 12c2, cdfd, 8620, ecaade2016_098f27, acadia14projects_627ar, 725c, f6b0, a369, 04e6, e4e7, 7bcb, sigradi2013_194, ecaade2016_013o3, 44fc, 2060, d1e6, 3d30, 3dd7, 6510, fabb, c262, caadria2016_529s22, bd67, acadia14_517p, 3a69, 43fa, afba, 99e3, 8423, 9aea, sigradi2016_602ww, 1244, 9216, 2326, sigradi2013_101l, 4fbe, b50a, 5673, 9806, 1e4f, ae3b, ea02, 771a, 7751, sigradi2016_420tt, ijac201412201l1, c52d, d8e5, b1da, 6999, fef9, acadia14_427an, ijac201614208w12, 6d8f, 497e, 1bcb, 564e, e9d3, a965, bd05, 7005, b2f9, ff8c, caadria2016_559a24, faed, 438b, acca, fab1, acadia14_145z, da11, a698, ef30, 65d1, 515d, acadia14projects_627ak, 29c0, 040b, caadria2015_109w16, ea99, 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ecaade2015_130g26, acadia16_106n8, 3b8e, acadia14projects_655z, 7886, 794f, 3343, d311, 505f, 035c, 148d, b04e, daf1, acadia16_214b14, 1dea, 77cc, 8fe2, 6276, b5fe, ijac201412201a1, 51d5, 2e9c, 29f9, 3cc8, 0cc2, ecaade2014_162s39, 771b, acadia14_463u, 204b, 76f7, a17f, daef, c25d, bb80, c975, 9b95, e51e, 93d1, ecaade2014_173e43, d54f, ijac201513202k6, 1115, bd01, ecaade2016_198r52, e771, b90e, 22dc, a866, 1da2, 5a9b, f70a, c42a, ecaade2016_217z55, f8ba, 4795, acadia15_311h12, 287d, e490, sigradi2013_303j, a895, d8f1, 5ad2, ecaade2013r_009b6, 6a00, 2a23, 5608, 98aa, 2953, ecaade2015_55g10, 5e30, 0dcb, d110, 065d, 2b7d, de20, 7488, caadria2017_074s23, f780, acadia15_95d3, acadia14projects_339aw, 13ce, 8167, sigradi2015_4.219w6, acadia16_24v2, a6f5, a1b5, 9593, a821, 9c9c, 9bfe, dfc4, acadia14projects_153f, ecaade2016_113b31, 384c, ijac201412408e3, 0195, acadia14projects_699i, b520, a250, 62ff, 8001, b7bd, 5738, 6c41, 8845, c1b5, 46e1, 78bd, acadia15_223g9, eba9, caadria2016_125r5, sigradi2014_128c1, 9896, acadia14projects_479p, 5991, 9d70, 54c2, e40d, 4fde, ab91, 330f, f044, f485, 42a4, b6a5, 334c, acadia14_409m, 9178, 19c1, ddb7, 6dd5, ada2, 992f, caadria2015_209d32, 4f42, 94f7, 770b, e379, db8a, 2530, caadria2016_383s16, 0204, 1407, bf5e, 5857, b71f, b560, 26a1, 5791, f356, c9ed, f755, ijac201412404e8, bca5, cb7d, ijac201614405l3, 388a, f49b, 52dc, ijac201513206y8, e3c6, sigradi2015_9.152b17, d77f, 278e, ecaade2015_138x27, 50d0, 29d8, d481, 34f2, 3e64, 4b77, 5c3d, f0b4, a796, 997b, 4822, b306, d56b, 6272, 8bf6, bb6e, ijac201614101a1, 8271, 9adb, 47dd, 5270, c431, acadia16_106b8, 8a77, acadia14projects_43ah, 096b, a680, 9d7b, 2fb7, caadria2017_055j18, 3abc, ecaade2016_mrti66, ed53, d613, b81b, 7fea, 1047, de90, b62e, acadia15_323n13, cb34, 3c59, acadia14_101ag, ef8d, ecaade2015_230n52, f913, a2ae, e271, 5109, 6f78, ecaade2015_144a31, 277c, fcfc, 3497, 1c33, 04c1, d5fd, 29d6, 5f1a, 6a2e, 3c50, acadia16_318g19, 4663, 494a, 27c6, 2b05, 1e67, d9d3, e2fe, 1b04, 2015, da89, 7e21, acadia14projects_655ag, b85e, 8d0e, 778f, 330e, ecaade2016_136j38, ecaade2016_062d15, ecaade2016_228k61, caadria2017_067o21, 7337, ffe6, dc48, 06ac, 950b, ef5c, 98a2, 968e, 795a, 3a0e, 5f35, 7efb, 3e98, ascaad2016_042a17, 2912, d12b, affc, c521, sigradi2014_084c8, 18ae, c359, a962, 7b00, 84e2, d1fd, sigradi2016_815oo, 92ee, sigradi2014_136c2, c87b, dbcf, 551a, ef61, sigradi2015_13.181t28, a1ee, fb1f, 0e34, 9b69, 8494, 38a8, d421, c45c, b17b, 6f93, 8b36, 86e0, sigradi2016_659l, sigradi2016_522y, 6c59, acadia14projects_479z, 7e93, acadia14projects_153at, 6711, ef36, 9382, e656, f339, f3a2, 3b33, 62ea, 4e35, 0811, 3d4b, e3af, acadia14_43ap, ae7e, sigradi2013_274v, 05a4, 9592, 6a72, eb67, ecaade2016_065e16, 0d7c, f4c1, caadria2017_035w11, 7ee3, c468, sigradi2013_158s, c200, ijac201513203y6, 80f5, 7520, b15d, acadia15_451u19, cf19, 5c22, a7cc, a966, af77, ecaade2015_284k61, 2350, d0ad, 2adf, ecaade2014_079w18, dffd, d78d, ded1, 9c74, fd53, 584a, 5916, 6ff2, 7c05, 8d19, be90, 19dd, c0eb, 47e9, 0b5b, 5741, 264c, caadria2015_004g1, 75ad, sigradi2014_136f2, 117d, 300a, 6a8f, 6d18, 34a7, 09c1, ed45, 9d60, f935, a156, ef41, caadria2017_115l30, 7f37, b392, sigradi2016_467n, sigradi2013_117s, f0b0, 4273, 5b56, 3e17, ascaad2014_026h7, 5c2f, 7fee, 069a, 39a8, ee3b, ecaade2015_180g39, cf6b, ecaade2014_038u9, ea63, caadria2016_819v34, sigradi2014_132u1, 6937, 33fc, caadria2017_057b20, 74a4, ecaade2014_186m47, 4a84, f2da, 5318, e2e4, 7b82, d71c, 3789, 8598, 5024, caadria2017_104z27, c1b8, 493e, 99b0, sigradi2015_3.268o5, f2fc, d0c3, acadia14projects_435aa, f53e, 8551, ascaad2016_035r13, 69c0, b8fb, acadia14_327b, caadria2016_013h2, ijac201614407j4, caadria2016_373h16, df6f, sigradi2016_595mm, 2cca, 3c05, 421d, fbf8, b1e9, 685c, ijac201614203w8, sigradi2016_752ss, 7f1a, 7aa6, ascaad2016_044x17, c7d9, 49a9, 6769, 464c, acadia14_479b, 3848, ascaad2016_038b15, dd08, 415e, 75b4, 80e7, 7061, 1e26, 0b82, c84d, 6e5b, ecaade2016_102a28, 3ec9, b994, 2882, df6e, 94e7, f0a4, 1499, 2ece, ecaade2016_228j61, f6c1, 37d8, acadia16_260s16, sigradi2013_30, 1f8d, d3ac, ea6c, 31be, 1380, 93c7, bf6b, 1d67, 77bd, 5cf8, ijac201412205r3, 341c, 906c, 068f, 6f88, eaf9, 35cf, 2cf1, a0bf, 9b7d, 601e, 70a0, 2121, f07d, 47aa, sigradi2014_155z3, 9765, caadria2015_012i2, 4e6f, 8c59, e9f5, bfd5, 69ee, a653, f3aa, 2e05, ed19, c512, acadia14projects_63au, 1def, bc61, 5017, ff29, 0fc7, f38c, ecaade2015_307n67, 1177, ecaade2016_217j55, f92a, 3c0a, 8199, 7c74, acadia14projects_555g, d402, 7c01, 0c86, caadria2017_145l38, b5ad, 1d95, ecaade2015_206k45, 53ac, sigradi2015_6.366c9, 3550, 6abb, sigradi2013_390t, caadria2017_051c17, 3788, f8f8, e939, c3ab, caec, caadria2016_395z16, ecaade2016_203i53, 4e8a, a1ab, 12a6, f56f, d3e1, 5550, 508e, sigradi2014_213s7, 0b96, 6ea1, 09ad, cc0f, b059, 083b, 8fae, 55c6, ecaade2014_100i23, 9e42, ascaad2014_014o7, caadria2017_145o38, 01c8, sigradi2013_100d, ecaade2014_226a59, 037d, 5d9f, 6568, 5757, 5b2d, sigradi2015_13.316w28, c8f1, c716, 9047, d9ae, 59d8, ascaad2014_003v1, 8fa6, 3636, 822d, c571, 4b0c, 2171, 226d, 17e9, caadria2015_023u3, ce4e, a262, 7378, caadria2017_127d34, f074, 5871, 1b97, d46c, 1b03, 8bb0, ecaade2014_111m25, 6fe5, 7108, 479d, df0f, 34d9, 9db1, 548c, ecaade2016_071t19, 2e9d, 8c41, 2ab0, 56db, 5e7a, eae3, sigradi2013_30z, 3dd4, 2bc9, ecaade2016_119s32, 5732, fd3b, ecaade2015_103k20, 241d, acadia14projects_479l, 3447, ascaad2016_004n2, f9da, e9d2, ecaade2016_118s31, 3d13, 85dc, 7a7c, acadia15_274n11, 702d, f478, 4a14, 2a9c, 25fc, acadia14projects_463k, b7ca, e8a6, 5cf1, 3420, 89c7, 6e82, e65f, bb13, 440a, 8210, sigradi2015_10.267r20, caadria2015_164d25, 2284, d7e5, ffad, sigradi2013_387t, 490c, dfd5, caadria2017_041z12, e774, ijac201513206k9, 6476, da38, 66fe, b754, eacf, c90b, sigradi2016_515e, ef68, ascaad2016_041f16, 49dc, caadria2015_114x17, b393, 3017, acadia14projects_63ah, c196, 8acb, acadia14_135i, 4397, 07a1, 36cb, 0590, ecaade2015_332r71, 9ebe, f630, sigradi2016_448q, 075e, e5ff, acadia15_381r16, 0732, 2346, 9ffe, ijac201513306x12, 4182, e229, 44ba, a06c, 27ed, f194, 7b61, sigradi2015_3.65s2, 518a, d6b6, 94f4, 369a, acadia14_473am, aca8, ecaade2015_138r27, 1efa, 6225, 72d8, f5ef, e1e5, 2d25, 429e, ecaade2016_006p1, d642, 5ee0, 6701, 8196, fc40, ef0b, ascaad2016_033e13, 8408, a24f, 9878, ab8d, f5f2, 018a, e75e, f309, ffd3, cb87, e99f, 7a6f, ijac201614405k3, fc7c, 34bf, d4a8, sigradi2016_695o, 7fec, d41c, ascaad2014_024h5, 17e4, 616d, acadia14_531k, f580, f694, e2e1, 9bef, 6460, acadia15_274i11, 4c45, 1d20, 8524, 7325, a059, 8500, 8a7e, 48d8, ascaad2014_031k9, acadia14projects_219d, acadia15_185m7, sigradi2016_654tt, caadria2015_181w26, e851, 4e1a, 9ff5, 27a6, 9833, ecaade2014_052f13, 1ab3, caadria2015_072r9, b30f, 43d8, e465, cf0d, 3274, 63f6, ff2c, 5544, a412, 171f, 575f, 5d7d, 118c, a253, b12f, ecaade2015_306h67, ecaade2016_167z47, 7d31, caadria2017_079w23, ee89, 77fd, 2aa0, 3952, 291b, 01c5, add5, c801, 5538, 1b9f, c5fc, 0ee0, 9575, f394, 79aa, 6b50, a5ad, e157, 0b80, sigradi2013_259, 00d9, 5878, 48b0, 93ca, 902e, 477e, 6d5b, 2b1f, 903d, sigradi2015_2.162n1, caadria2016_539x22, 5ffb, 15c4, a5f3, 14b1, 5d36, 85fd, 96d8, sigradi2015_12.297o28, ijac201513103o2, a749, 2114, 4bbe, caadria2016_851d36, 89f0, cbb0, 93cb, 6d7b, 0c3e, acadia14projects_555h, sigradi2016_356c, fbe4, e129, d479, 25ec, 31e6, sigradi2016_817g, 89eb, 3033, 119e, 6246, 75ca, 0566, sigradi2015_8.189o13, 3d59, 78ce, bbea, 7675, sigradi2016_443vv, caadria2015_023v3, sigradi2013_425n, 1f1e, 6043, sigradi2016_382aa, acadia16_124b9, 1314, acadia14_101as, 4615, a236, a446, 6d7f, 4215, b377, sigradi2015_3.190o3, 935e, 8fa9, 27d5, b65b, 80f8, b770, ecaade2016_239a64, caadria2017_051p16, ecaade2014_208a54, 2a87, f051, 90fd, fabd, 801b, a9e4, ecaade2016_047p13, 4937, 6c0e, 3ee9, acadia15_57z1, acadia14projects_101as, d304, ecaade2014_208y53, sigradi2014_345h9, 9f89, dced, 245a, 99f5, f725, 2b6a, caadria2015_237p35, ascaad2014_037o2, 636f, 8dce, 9fe1, a4e2, f469, 90be, 53cc, 43b0, 9dd8, bafa, 6067, a6fa, f9c9, ee65, sigradi2016_817e, 217f, 7227, ecaade2014_095t22, 76d7, 51a5, d91f, 42c2, ecaade2016_225b61, f5d9, 78c1, 8ffd, acadia14_219ax, cb31, ecaade2016_047i13, 1dc0, f12a, b4e2, 41f5, 5304, 7208, 43be, 60dd, ecaade2015_158a33, caadria2017_163u40, 2e74, 6a22, 78d1, ec0f, 3e65, caadria2015_210h32, ecaade2016_158n43, 22b5, 2708, 18d6, f560, 347a, 3fb2, cb83, 9cda, 3ab5, fb04, ca20, 1ea2, d934, ijac201513206x8, fbe7, f248, ascaad2014_026v6, e25b, b25c, de55, 176d, ecaade2016_139e39, ecaade2015_130x25, e121, 1504, 8e60, 6a82, 76fc, b8c7, ascaad2016_049s20, 75ec, sigradi2016_815ii, be66, ca15, 0ef8, 81a9, 70e1, 10fd, 0626, a6ea, d983, 301c, acadia14projects_487e, 2481, ijac201614105b5, 56a1, a40f, 6c86, d734, 9a7e, 9a52, 52c0, ecaade2014_066s15, 8dd4, 3f27, 4d57, caadria2016_651a28, 185e, ijac201513103u2, 6ace, d719, ijac201412403d7, 579a, ecaade2016_028h8, caadria2015_181b27, b857, 9f73, 0220, caadria2017_057c20, f286, aba8, c0ba, 7d06, fc37, a6ff, 1dd7, df03, 3020, eeff, 5c64, 7a8f, defc, caadria2017_072a23, ijac201412202z1, caadria2015_033e5, caadria2016_291e13, 6c1b, d8dc, 85e2, 704b, 4ef2, fc59, 02c9, 3422, 34b0, 9d35, ec18, a261, 2add, c5d9, c7c7, 7dec, d9ee, ecaade2015_28y5, 7664, ascaad2014_012f6, 061d, a61c, 5a15, 20be, 49d8, caadria2015_084d13, acadia14projects_135s, sigradi2016_560x, e986, ecaade2016_217e56, d7da, e7d9, 85ff, 93d0, c1ec, acadia14_281w, 0a92, 1b43, a25f, sigradi2016_752oo, f457, 8b8a, 44a4, ecaade2015_207l46, acadia14_463az, de67, 8b3d, 5a8b, ecaade2014_072g18, 0941, 7a5e, sigradi2015_11.165v25, 3ced, 6979, 097e, 216f, 9fa7, 50f7, ac4b, 80fe, ascaad2016_022v8, e532, 9700, 5c8e, 6897, 2c0f, acadia14_655ac, 54e9, 2a93, fd81, a1d3, 3078, a637, bc34, acadia14_539a, d2d9, 2515, bcd6, 760e, 0072, acadia16_224c15, 45cb, caadria2017_158z39, 72b1, c263, 06cf, ecaade2016_023v6, efbd, 39b0, c5cb, d279, 6f22, 934b, ecaade2016_193s51, 92bc, d6db, 3f83, 0c3b, a83c, eae0, ecaade2014_224u57, acadia14_135w, 364c, 109d, 22e2, 3735, 860d, 92a5, 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8e92, sigradi2013_326d, 938a, e05b, sigradi2015_sp_8.6g30, 76ea, 6ca5, 1980, fb54, fe47, f39f, 19ea, 2643, c5ba, 1aab, d5d4, 4ea1, e3a2, 5d99, 83e8, ecaade2016_151i41, efe6, 009e, 5e05, 76cd, 0f4d, 7d0b, ca31, eef7, 2d7c, fa3a, b414, be83, ce7c, 78a9, dc96, ijac201412301n6, 6f84, 64d8, ec2e, 5a94, c2e2, db69, 7155, 6403, 04e3, 666d, ca64, bcd1, sigradi2013_30k, 37d1, 88d4, b0b9, 61d0, 2cb9, 975e, 9be8, caadria2017_018z7, b3ac, 6d29, 75aa, ascaad2016_045g19, 2325, b284, 2adc, e38d, dd0f, 7289, 9f03, ccd7, 4580, e119, d564, 23a5, a094, 4a5f, 091b, caadria2015_010t1, ecaade2016_110f30, sigradi2014_330j7, 80d2, 27ce, 4c94, 1e64, c73e, 850b, 77a7, 5728, d022, 2837, 8b34, d828, 610e, b388, 2dd5, 7691, 92fa, 5e17, caadria2015_023a4, aeaf, e0bc, dcdd, ecaade2013r_011b7, efec, c12a, e7c1, 9ff3, d93f, 41bb, 9c09, 93ae, b313, c254, d8fb, 4981, 2b49, 5ac7, 9d5c, 70ae, a5e9, 0341, b555, 0d5f, 8204, 8080, 4c19, 4ac8, a2e6, 16fb, 9661, 943e, 66ea, 03d1, ecaade2013r_009m6, ecaade2014_038m9, a504, 2122, 2389, 6209, ascaad2014_033f1, 42ff, acadia14_257ab, 7ae7, 9038, 03fd, 6076, 1441, 37a4, a4e1, f542, 1c29, d794, 81b8, 4854, 3417, 98c1, 420f, 0e58, 5434, 379d, 4c88, caadria2016_353u15, 1a8b, acadia14projects_333ax, acadia16_372g23, 94a1, 4715, c8bf, 7530, 5a88, acadia16_290e18, 4374, a518, 65ac, b8fc, 6684, 1567, ijac201412403v6, 40d7, e299, ae3e, ecaade2015_253v57, 2f28, b115, 8478, 0a7a, 6eee, acadia16_450l26, 082a, 7a1b, 8fca, f4e2, 1a36, a974, 731e, 27e9, 940d, acadia16_402m24, 7765, acadia15_110e4, sigradi2015_11.165u25, 8d9d, acadia14_153ar, bac7, da2a, c0a6, b897, 9a89, e849, 4427, caadria2016_539z22, 26b1, f9a8, bc20, 0fb0, c651, 6514, 9901, 77b2, dfce, ijac201614403n2, ijac201614207d12, 20b0, 8d2b, 2de8, 932b, 2bd1, 1ae7, acadia14projects_281w, 3152, 9815, 09f0, 9abc, 0007, cfa8, 52e1, sigradi2015_8.81w11, 2ce8, fd3f, 6fc1, b411, 5fcf, ecaade2015_298i65, ascaad2014_029h8, b3f4, ecaade2016_110d30, 7edf, bd62, 7023, 1e27, 1713, acadia16_470j27, 070d, 9335, 0953, a09e, ca91, 4031, 49a3, 4343, 70d7, d08d, b888, sigradi2013_261, b283, 07be, cf56, edd0, ijac201614308y4, 9898, 7201, 9616, afe7, b00c, 4a30, acadia16_318m19, acadia14_189av, 49c8, 4751, 5d2a, 1ee2, 6baa, acadia14_699f, d60a, acadia16_88u6, e84e, 7203, ee20, sigradi2014_109g9, 7150, ecaade2015_230k52, 78cd, af84, e281, 71a1, f57c, de45, 1394, 6808, acadia14_229i, 6c12, 239a, db3d, e4b0, 84dd, sigradi2016_430m, ff7a, acadia14projects_101au, 93ab, 3eac, da77, 8a1f, 9596, ecaade2014_199w51, 64e6, 36ef, acadia14_229m, ddec, 49fc, ecaade2014_214s54, 1aac, ecaade2015_118t23, c828, 2960, 19a3, 47d2, 2f97, a4ab, 44df, f969, ijac201412201h1, c83b, 2419, a1ff, acadia15_223d9, 4d87, 1745, af7c, 17fd, caadria2016_579r24, a768, c7ee, caadria2016_601c25, c939, d41d, ecaade2015_48y7, 29ac, 8b4c, 3984, 2af7, 0771, 7bb8, 1a9a, ecaade2015_171m36, sigradi2016_807kk, 34df, be65, 87b4, 1239, b686, 91b4, 38a4, e6b0, aa6f, 8c4c, f397, c582, sigradi2013_386m, 7c14, ijac201614208l13, 499f, 9f19, dd26, acadia16_270x16, 19d3, b6ae, ad8f, d9c9, 6fd6, abed, ecaade2014_065a15, ecaade2014_157f39, 10ff, caadria2015_092h15, 0a9e, 1e05, sigradi2013_205, d9af, 4c79, 2978, 6696, 71da, 63ac, 6de9, acadia16_54z3, 12a9, ijac201412303b8, 8166, a1a5, 9810, 7cb4, sigradi2013_303r, 6383, 6b4e, 6038, 0783, febb, 8d96, 1d89, f1df, ecaade2014_071v16, ae00, ecaade2016_230s62, c002, 0eae, 6077, 22f1, 0528, 4b72, 1074, 3c03, 1c76, acadia14projects_267m, 0084, acadia16_326t19, a805, acadia14projects_565h, 19c3, 3fbc, caadria2017_165s41, afd4, 567f, 9a45, eb91, 1f99, 414e, 5fbf, 39f5, c09b, 8bb1, cdbf, 2813, ecaade2015_317w68, 3e6f, 40e4, 491f, acadia16_72y4, 7dbe, 7018, ecaade2015_181k39, 03fc, b698, eb98, 8162, sigradi2014_284x3, 9924, 446f, eba8, 1d9c, e145, 7237, cdf1, 3b4f, 086c, 4425, 7f5d, 746c, 7f6e, e5db, 05f8, f873, 3ccd, 843f, 3ac1, 8a04, caadria2016_229y10, ecaade2016_161a44, b601, ecaade2015_158z33, 193f, 9f3e, ecaade2014_071x16, 1976, c23a, 929a, 127e, caadria2015_099u15, b07a, bcc7, acadia14_311u, ijac201614309o6, 5534, e7b1, b615, acadia14projects_719e, ba69, 7ba0, 2c82, ijac201513205z7, 53e1, ecaade2015_136u26, 5d61, acadia14projects_463r, 95c4, caadria2016_177t7, bf38, ad9a, 4ff7, 04a9, 7028, ijac201412204b3, 2486, 33d5, 1e0b, 3faa, 39e9, e838, 6926, e458, e0cd, aaf8, 58bd, dcc5, 5bb8, ascaad2016_013x5, b8e0, bad1, 6027, ae88, 2e08, caadria2017_009h4, 44c9, c885, 31f8, d1b7, sigradi2015_10.307h21, d207, fbf0, 8048, 5761, ce39, caadria2015_226n34, ea5c, 71e1, ef90, 745f, 3c6c, 14b7, 1a3e, d326, 47b6, e48d, bab9, 48ff, acadia14projects_199ad, cf29, 325f, ecaade2014_112b26, acd7, acadia16_318p19, 6781, 7c7d, ecaade2016_188l50, ba64, 49ac, abe5, 5da2, adb4, 97c3, ecaade2015_207o46, ae03, acadia14_719r, caadria2015_188a28, 0ba3, acadia14projects_671z, 69f6, 040e, ecaade2015_253r57, b841, 4e2f, 2748, 0b79, 4540, 3922, sigradi2015_12.19a27, ab21, e028, 496e, e064, b1c7, 53ba, c55d, dd7c, ff72, sigradi2015_3.221r4, 3c7f, e6e1, 8e6d, ecaade2014_198s51, 88d9, acadia14_43an, ascaad2016_048g20, 566f, 98db, ijac201614101g1, ascaad2014_036h2, ecaade2014_121r27, 09ee, aa8d, ijac201412301m6, 2e83, 2288, sigradi2015_1.320f1, 6015, 4847, acadia14_219g, fc96, 84aa, d750, c5f6, 002a, 8ece, 06e9, a157, 43a6, b9c2, 42fd, ascaad2014_022j4, 2871, 0c39, 3cb0, 8938, af0d, 4c68, 2a36, 18a1, b569, d7ca, 6e7a, ed1d, 101b, 1ede, 8ecb, 122e, 68db, ecaade2016_102m28, bb2c, d1c5, b151, 8e3a, 4ac2, 2a3b, 90e9, 969c, 5584, acadia16_106e8, 61df, 906d, 5473, 6262, sigradi2015_10.177a20, 22d8, a774, caadria2017_142p37, cb62, 585e, 1e60, acadia15_371n16, a47a, 5020, be8e, 7b68, f322, 1d57, 3932, a65b, 99ae, ffbc, acadia14projects_555d, ecaade2014_120l27, ijac201412202t1, 6591, ed96, 92fb, caadria2017_029m10, 587d, acadia15_81w2, a8b6, 627f, 73c4, d982, ecaade2016_mrtl66, 0da8, f0df, 8af7, 4e55, ecaade2013r_001d1, 478b, 99b6, 52c7, 1fcf, d1bb, cb15, 6e8e, 572b, c78e, 3373, e905, b488, 7779, ecaade2015_61k12, ecaade2014_198p51, 08fb, ijac201614302y1, sigradi2015_7.184d10, d1bd, a011, 5c73, 9300, 468d, 570f, 864d, d71b, ecaade2014_010v1, a3e5, d5b0, cbc4, b9de, ascaad2016_028t11, 1413, f738, b849, ecaade2016_154e42, acadia14projects_661e, 516c, 9690, 247d, acadia16_402u24, 00d1, ab99, 425e, b42f, d921, e29d, ecaade2015_196r42, 9a8f, e116, ijac201614405h3, sigradi2013_200, 9665, 1d16, acadia16_344o21, c425, 2711, 7010, e15c, 7146, 8be8, 8929, sigradi2015_sp_12.402t31, 2fbf, 1402, ijac201614103s3, acadia16_174g12, 5578, ascaad2016_010c5, 3628, 4a73, d952, ecaade2016_bkoo65, 35da, ecaade2015_228a51, f92c, f461, 2cac, 355a, 2cae, 7cf2, f8c6, f318, ecaade2016_048y13, 50f2, 7dd4, sigradi2016_515j, cce4, ijac201412304s9, 418b, 7cc3, sigradi2013_280i, a15e, e56f, df12, caadria2017_183k44, 3a51, acadia14_671m, 78ef, 9e01, 2018, ed7c, ecaade2016_007j2, 0a41, 20db, 5fd1, 51c6, d8be, caadria2017_043f14, d3ae, 2364, e513, 1f4e, 0118, 50f0, 9dca, 66c4, 19ec, cc46, d0cf, 596a, e0ff, ecaade2016_191d51, 09fc, 5922, bb03, d27e, sigradi2016_710ll, 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sigradi2015_8.41u10, e64b, 038a, 2320, 946b, f7e1, caadria2017_190l45, caadria2016_725k31, 5b2a, ecaade2014_186p47, 953d, sigradi2016_407o, 7cd4, 0cbf, de43, 17d5, 17d4, 91ec, 437f, caadria2017_190s45, 6391, d32c, e602, 605d, 56c4, d4c3, ecaade2014_182z45, 967a, ecaade2015_193a40, ecaade2015_33w5, 2500, d001, 5035, 5fcc, 1554, f064, ecaade2014_198k51, e699, d32d, sigradi2015_12.259w27, ascaad2016_027x10, 3283, 832c, f596, bc9d, d45b, 4a6f, a415, 816f, d6bf, 252f, 316a, ascaad2016_038p14, 33b3, 8b46, bbda, a8af, 38de, ascaad2014_019v2, 8172, 8d78, f084, 7809, ecd3, 9c1f, 5f48, ecaade2015_227x49, d477, 3115, af42, 3d8b, 9be2, 8682, acadia14projects_479j, 229e, 554c, c159, 220d, a511, 151d, sigradi2013_271s, 0867, caadria2017_035x11, 4272, d628, e2cb, acadia15_311j12, 40ca, 0858, acadia14_479ay, 633d, 8e83, ecaade2015_79h15, 00fb, sigradi2014_263x9, ecaade2016_045m12, ascaad2016_058h23, acadia14projects_199ae, acadia15_232s9, ca07, 7136, 8854, 9a39, caadria2017_005d3, b4f0, 025a, 5c92, 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