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 ijac20097309
authors Ophir, Yaniv
year 2009
title Collective Intelligence: An Agent-Based Approach to Programmatic Organization in Architecture
source International Journal of Architectural Computing vol. 7 - no. 3, 479-499
summary Architectural programming is the research and decision-making process that identifies the scope of work to be designed. Programming is difficult because it involves identifying, collecting, analyzing and updating information from different sources such as engineers, clients, users, consultants, and others. In this paper I propose a computational model for programming and describe its implementation, a tool called PENA that allows a programming expert to represent different processes and people involved in a project using intelligent agents. By delegating responsibility to agents, a programming expert can better organize and manage project data as well as find creative solutions to conflicting issues through agent negotiation. As a proof-of-concept, I show how an agent, called the Arch-Learner, manages adjacencies of rooms in a simple program for a house by clustering them into public and private rooms. I conclude with a discussion of future work and development of PENA.
series journal
full text file.pdf (430,348 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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ecaade2015_196v42, caadria2017_005u3, 3ded, 3931, 9331, a0ba, 0a1c, d3fc, db26, c5ed, 4409, 9621, 97d3, ceb8, a8ce, 9335, 6706, 475d, 855a, 6aea, 2fdb, f38b, b840, 3cec, 6aff, 1fbc, 872a, 0d82, 507a, e1cb, ce32, ijac201513205x7, edb6, e86f, c6dd, 9d7b, a06c, 9b0f, a52f, b1a0, 8999, ecaade2014_072n18, 6afc, 2e2f, 0751, caadria2015_188s27, 689c, c0bd, b2d1, c7c0, cbd2, 88f0, ecaade2014_156d38, 48a3, d580, a46e, cf5e, cd89, 2467, caadria2017_018t7, 6665, b496, c666, 5099, fd26, 8d71, 4d7d, 2d4f, 1e20, 271a, fcb8, 2a5e, c526, e313, acadia16_12s1, acadia14projects_531w, 65ca, 33b6, acadia14projects_517r, ecaade2014_224v57, 326d, ascaad2014_009d5, 21d1, ea18, 14b0, 2f6b, c770, 62d6, d0ce, f2e2, a99a, sigradi2015_5.384m7, 0f20, ef21, 4863, be94, caadria2016_579m24, 9b96, sigradi2015_6.151h8, ec97, c18b, 1743, 4122, dd6f, d33d, be08, db5e, 66f0, 61c2, 5125, 14b6, e98d, 4137, 5fe1, ea1d, ascaad2016_042w16, bfda, 1076, da38, ba46, 5a9d, 1ca2, 7eac, d697, 7cda, bd8a, c73b, c093, sigradi2013_342o, 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c1f3, acadia14_627an, 9f70, 569a, 451c, e100, ed43, 2c28, 7c42, 0cd1, 2ae2, 4a80, sigradi2016_441ii, c241, 3643, sigradi2013_117l, 3a45, d983, f347, 0414, f037, ijac201412307h3, b95a, 747e, e5b2, 3ee3, 6351, ijac201412402m4, 21c6, f767, e77e, caadria2017_127e34, 60cc, acadia14_189au, e276, 755a, 6282, ecaade2013r_013a8, sigradi2014_313s5, e305, dc35, b248, e053, c337, e1b6, 2dfb, 17d3, fb8c, 5b17, ca4f, fcd7, sigradi2013_41p, d45d, 3238, 99cd, 66fa, ed53, 164f, 515c, 7067, 468b, 19f8, a65e, ecaade2015_256a58, ascaad2014_024e6, 3e04, 9f6e, 02dd, b5e8, 0202, acadia16_8e1, acadia16_432p25, ecaade2016_075c22, d1e3, 049c, f4a1, 4c7b, 9fd6, ed77, b407, 6142, 81fd, 2d85, 4338, 0479, 8595, b65a, c460, caadria2015_206g30, 6e08, 0823, 6437, 698e, sigradi2015_3.11f2, ecaade2016_123l34, d543, 6a3b, 2e09, 1aaa, caadria2016_291y12, b30f, a81d, ecaade2015_309s67, acadia14_719s, 774d, ecaade2015_144h31, 9292, sigradi2016_595mm, c541, 9893, e9f3, c6d4, 5484, a934, b952, 39a0, d7bf, ijac201513105x4, 2b94, 00a2, ijac201614103m3, sigradi2013_158t, 36ae, acadia14projects_43ag, 591a, df26, 6c6f, caadria2016_507p21, sigradi2013_400b, acc5, 9af3, 3fc8, ascaad2014_008k4, 40b7, 34e0, ccf5, 17bd, 4b4e, 4e61, sigradi2015_11.8n23, a968, d483, ecaade2015_297z64, 35d3, ijac201412405j8, 3f3d, ae54, caadria2015_130i22, 73b1, 2118, 8b9a, 22fc, 11af, 398c, d13f, a830, 5851, 3296, 067c, sigradi2015_6.183k8, bf21, d10b, f18b, ecaade2015_251o57, acadia14projects_317s, a59b, a58d, 2cea, ijac201412301n6, 7f3b, 150d, 5c97, a912, ecaade2015_196d42, 0016, 6524, ecaade2015_118x23, e6fa, 8715, 2450, sigradi2016_771s, acadia14projects_347ak, 3ea9, 3b4f, f59e, ecaade2014_233f60, 1a0a, ffac, f9a8, e38b, caadria2017_123f32, 3e05, 3e08, 7869, e92b, ecaade2014_120l27, 47ca, 22db, 9121, 0cd7, acadia16_432t25, 5297, 5414, b135, ecaade2014_153y36, 6701, 58a8, cf7e, f8c1, bbd0, d8cd, 6de2, cfa7, ac6f, ecaade2015_35w6, a43e, 788e, 2178, dbbd, 61f0, fe29, sigradi2013_194o, 7da0, f855, 0126, 20c4, 1de6, dd17, 5536, 0d7e, 0024, a0a4, b62b, 857a, 437e, ecaade2014_086t20, c055, 05f6, ca79, d3fd, 37e6, 6abc, 92c7, c179, 786d, 0c13, ijac201412304v1, acadia16_244x15, ecaade2016_230f62, 9fed, 58ed, 431f, 6a85, ccf8, 1de8, ecaade2016_ws-dleadl68, fcef, 9202, ecaade2015_297w64, 35c2, b8de, 8bda, 9c7e, sigradi2014_103x8, ecd5, 97f8, ecaade2015_48i8, 1592, 2009, cbcc, ijac201614202v7, e4d5, d0e1, 1a43, 2312, a566, 459f, ijac201614208e14, acadia14projects_291f, cb14, d744, e72f, ascaad2016_045p18, a325, a4ab, d8f8, 2195, ba7c, sigradi2013_304d, d657, 42c4, e44c, 5614, afc2, d2d9, ecaade2013r_005h4, sigradi2014_284e4, 8885, ijac201412402a5, acadia14projects_549t, 6fe1, 374b, 65fd, ecaade2015_286d63, f37c, 7210, c8ca, 53ec, 7f06, b67b, sigradi2014_232p8, ecaade2016_071t18, ijac201614202x7, ecaade2014_092a22, sigradi2015_10.307j21, 5609, a497, ecaade2016_007b2, f7bb, 25c3, d363, 9c46, 609a, b3ec, 84ec, acadia14_719f, 2ae8, 816c, a146, af56, 5c9e, a763, ecaade2016_127w34, caadria2016_271a12, caadria2017_094b26, 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caadria2017_086l25, 8d4f, ecaade2014_147a34, ed1b, ecaade2016_190r50, dcfb, 2152, f2c1, 5ba2, 14ad, 1b22, cf20, b575, 16fe, 59df, ecaade2014_044v10, 4a05, 5a76, 418b, sigradi2013_342t, d013, 1be2, b746, d292, fb73, 296c, 5223, ac36, 7922, b3a7, e388, 7054, e43f, 1f67, 6e45, 53a8, 6be8, beaa, a16e, ijac201412302g7, d7fe, ecaade2014_132g29, 763c, ecaade2015_222e49, a7e7, ecaade2015_114e22, 850e, ecaade2014_140l31, 6a7d, f46d, 7bb4, sigradi2015_13.181r28, sigradi2014_221h8, 67ca, 8775, ffc2, cbb6, f13f, sigradi2014_293a5, 6f6d, ece9, 12e6, 0b5d, 2782, caadria2016_055r3, ascaad2016_043h17, bdfb, 6e11, sigradi2015_11.222v26, ecaade2016_163t45, 867e, 9e6b, acadia14projects_267k, ijac201412408v1, 6e24, ecaade2016_047i13, e45b, sigradi2015_8.328n15, c0e9, 7f3d, c4db, c3bd, b93c, 0558, de59, dc65, 4253, ecaade2016_123c34, ba29, ed5b, 01cf, e328, 2f42, 9c81, e1aa, f18e, ff13, 8238, 1a35, 5a7c, bddb, cc40, a5d4, ecaade2015_77s14, d895, db10, 3ca7, 5dc8, e0fc, 08c8, fa08, sigradi2015_8.276x14, caac, 7a78, 21f8, c776, 9b0c, 4a67, 3552, sigradi2015_9.347s17, ecf1, 699f, 458c, 1499, sigradi2016_590e, 7c3f, acadia14projects_463e, d3d5, cb72, 3538, 0168, 2179, c3ca, cb2e, 315c, f107, 4667, aeea, acadia14projects_347at, sigradi2016_625b, acadia14_365ad, ijac201412403k6, 9468, 8e2a, sigradi2013_311i, c0e0, d22b, 8aee, 8b73, sigradi2013_158b, b0c9, 3216, 0690, 3f84, acadia14_347ai, 79b7, 4831, 9ba3, 614a, 371d, e26c, ecaade2013r_003f3, 7f66, ecaade2015_53e9, 4b97, f8fb, f8e6, 5b62, 9598, 34c2, 49a0, 6bcb, e58b, 619f, 7e99, 4cfb, 4fe7, acadia16_154e11, caadria2016_311x13, acadia14projects_177aa, d601, 5869, abf6, 370b, 6bf4, 1915, c1fd, acadia15_483z21, aa49, 1335, 0b18, 710c, 2e99, 8389, 6668, dc36, 8d6d, sigradi2015_11.392z26, 7b72, sigradi2014_128d1, 2c53, 232f, acadia16_44m3, acadia14projects_699g, da19, 9ae5, 0664, 90fa, 481c, 1418, ecaade2015_158n33, 643c, b92a, 196c, ecaade2015_48j8, acadia15_451i19, 748a, 9f59, b0bc, 0e4d, e176, 9df0, e199, aac2, d47a, 6f7b, caadria2015_030f4, 77de, 8290, e9ee, ecaade2016_045k12, a541, 7a74, ecaade2015_297a65, ecaade2016_162r44, caadria2016_851t36, f7d2, sigradi2015_sp_2.112n29, 5b77, 7e5a, 63e7, 7e2f, 4040, 3709, b300, d4a2, 43c5, 6c79, acadia14_409m, ce26, 1143, 9d39, 4f4a, acadia14_117aw, caadria2016_301o13, 7650, bfb5, ecaade2016_055j14, ascaad2016_043k17, cc60, 605c, 29f8, 372c, 0e8f, 381f, b099, 81ab, 1571, ef03, e061, c429, caadria2017_046u14, 67d2, 38e4, df2a, 28f1, a4b2, 9e66, 274b, ecaade2013r_011a7, 31a1, 16b1, acadia14_435aj, 32f6, 3571, ecaade2014_168c42, ce92, 42bc, 50e4, a816, 088a, caadria2015_070a9, ecaade2014_141g32, 6abd, 4249, 1f46, 0704, aaa8, dfc5, 3c74, c971, edce, 0c02, ascaad2016_037g14, d759, 064b, 830b, fdb2, 2faa, f3fa, acadia16_196c13, 55e3, b018, b926, ascaad2014_008o4, 49eb, 5648, 4da4, f498, a6a2, 079e, fb44, d0a8, 7e07, 5f66, 5b56, ijac201513101m1, c625, sigradi2016_507vv, 60f5, ijac201412205a4, 5c0f, d5cf, a40f, 641a, bb71, beec, 95ca, 0b37, a8ac, 199a, f63d, 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573d, f3f3, a72b, 7d4c, 5143, abd0, 771f, cf57, sigradi2013_155h, 2f8d, ecaade2015_222b49, 7dec, 5337, 1916, caadria2015_185p27, ecaade2014_070j16, 4bf5, cbd0, ecaade2015_248a57, eb37, 8100, acadia14projects_357az, ecaade2016_129w35, 648f, ed01, 48e9, ecaade2014_130a29, 545b, 8916, fdc7, b8dc, 55fc, 4c5d, aff5, acadia14_565v, 2b91, e8ee, ecaade2015_193e40, cbfc, b3dc, 7602, 3927, 45be, bb15, a046, e1b5, 1522, 90a3, 4c69, ecaade2015_268v58, 8f43, 6028, ijac201412206x4, f8db, 7132, d23f, a0f8, 6b36, 6320, acadia14projects_609al, 5578, acadia14_579d, ascaad2016_038y14, 0813, ed2b, 9dc7, sigradi2014_345r9, afd7, bd28, 5ab2, 010e, fca7, 482f, 5fe3, 1777, 1abb, f314, ecaade2015_143g30, ascaad2014_014d8, 1d70, dcd5, c3dd, c3e5, 6abb, 72f0, f59a, ef2d, ecaade2015_235j53, ecaade2015_130k26, sigradi2016_448q, 77c2, aab3, 1c24, 4df1, 62e1, af77, f3da, 9e5c, a98e, e4a6, cde2, f079, ecaade2015_229m51, 71eb, a90f, 4439, 4872, ijac201614102t1, 103c, c910, a14b, sigradi2015_3.201u3, a284, 7c3e, 3e51, 7c99, fb9d, db07, d64f, 249f, acadia14_111l, b224, af0d, 0b41, 468f, 5dc7, ca82, 745e, 3ac6, ecaade2016_083f24, acadia14_101ah, c3b6, 67d0, 002a, df76, 8dc3, 1aea, c953, 6a65, 4763, 6bc0, ac7c, 84db, f9ab, 79e0, 61fd, 6339, 84c9, ecaade2016_241f64, 4bf7, acadia14projects_479c, b268, c377, 1720, 763d, 929d, 1050, a02c, f757, 4def, ecaade2013r_014k8, 4171, 75c6, 6c8f, f1f6, sigradi2014_036t2, 8fb4, f9a5, 3a15, 731e, e6e5, 0a0c, 1ca1, 3886, ecaade2014_014v2, 6a0f, 5c55, 2a08, fab4, 2a0f, ced4, ijac201412204k3, acadia14_681al, a95e, 3cad, sigradi2015_9.152z16, ascaad2014_005r3, 198f, 8867, 59d0, 9897, c9b7, 9e3b, 07bf, ecaade2013r_008o5, 51a9, sigradi2014_075d7, 010a, a8df, 7487, ee28, 691a, f3bc, ecaade2015_306k67, 2df9, 7d58, 5758, ijac201614404v2, 86d5, d4dd, 141f, 20e3, c199, acadia14projects_719n, ecaade2014_177r44, 0802, 17c1, ad45, 5e44, 8e5e, eea1, ca2b, cc6e, be1e, f9c1, 971e, bd71, 4296, 3d76, abab, bb5d, caadria2015_124x19, acadia16_382y23, 99c0, 17c9, ddf0, b6dd, c7e8, 7a25, 3f9e, c4c3, 89c0, acadia14_75a, 7b85, ba4a, 6fb7, 6a40, caadria2017_021c8, 138f, b1ea, a5dd, 0cbb, 7be0, 40bd, 8c13, 5734, 5e76, ecaade2016_193m51, 6103, ea87, ascaad2016_010u4, acadia14projects_531m, 1e9a, 2c96, 936d, 7c60, 0d26, sigradi2016_441kk, 3e01, ascaad2014_024g6, dc53, 8cfb, a11f, ac82, 5f7d, sigradi2015_10.74o18, 30d2, cc4e, e423, cfe6, caadria2015_188w27, ascaad2016_035s13, ecaade2015_92n18, sigradi2015_12.215t27, sigradi2016_602h, caadria2017_003g2, 6f60, 5e2d, 14af, 0097, 0c8a, 26a5, 9334, 4ada, c5fe, b0c7, 27ca, acadia14_661b, 17ba, 186a, c0da, dcca, 9678, acda, 4a39, 6d31, sigradi2016_690i, 6fd1, eeca, a282, dae7, 0724, acadia16_280c18, acadia14_267o, acadia15_81v2, 4600, 4699, 28d3, 5d0f, 4a54, 2df2, c311, 4d2e, bcc7, 152b, 9603, e3ba, 85f1, acadia14_111f, 9d11, dda7, 6200, cea8, c2fd, c049, ecaade2016_mrtx65, 556e, 76ba, sigradi2015_6.341b9, 3ee4, ecaade2014_020n5, ecaade2016_197y51, acadia16_116s8, efc3, ea67, b26e, c7d8, c4e7, caadria2015_122g19, 7a9f, sigradi2013_313, b7f2, ascaad2016_023e10, 1212, 6654, 5cb4, d8ad, b0ba, ecaade2016_087p24, d675, caadria2017_016b7, 6f0b, e009, a782, ecaade2014_010y1, ascaad2016_007m3, 0008, eb73, d3c5, 37aa, 1e8b, acadia14projects_237as, 70b8, 1735, 125c, 1442, 2570, sigradi2016_558s, aba9, 603f, 01cb, 86d9, 9068, ecaade2015_278u60, 457c, f83b, 20f9, 45b4, b8db, 12d9, 41ee, c150, c8c1, 9757, c6ad, 6b44, 9c61, ecaade2016_130a37, 7ac2, 2db5, 55ad, ecaade2014_016e4, 1b75, e473, d572, 1ae8, a6e8, 3a62, 348d, caadria2016_517w21, 4959, ecaade2016_132j37, 2b95, a208, sigradi2013_327s, ed78, 50a7, 59d3, 4b33, 8168, caadria2015_102v15, 1833, 491c, acadia16_352d22, 4742, 2ddd, c4a5, ecaade2015_155g32, b45b, 110b, a762, acadia14projects_463t, cb83, c83d, c0ee, ca68, b038, caadria2016_321i14, 8eb5, bfdb, 6b53, 655c, b6e0, caadria2017_041g13, b09b, cffa, b239, ijac201513103x2, 2f21, e466, 25c2, acadia15_469r20, 88bb, 0208, 4b69, caadria2016_539g23, caadria2017_127j34, 2c14, adcc, 870b, acadia16_130s9, b5bf, e240, 2c29, 684d, d4f6, bf6d, cc6c, 3170, 8c42, 4077, 0935, bd96, ab4c, dfcd, d4c8, caadria2016_405p17, 2b5c, 06e8, bc83, dc8c, af5e, a587, a196, 44f2, 8886, 3f3a, 63dc, d41c, 131c, ad40, 91d7, bdc2, 2770, e53d, beb1, fa22, 9e41, ijac201513201h5, 5c0c, 2932, ijac201614302x1, aa44, 3846, 8df8, bc71, 3719, 7d61, ae51, 417b, c0ea, eaff, ascaad2016_042b17, caadria2015_157t24, 7bb3, b75b, acadia14_389e, 0085, b88c, ea79, 0478, 09f8, 35dc, aa46, caadria2015_043g5, ef78, d422, 9f5f, 8c0e, 2b12, 4300, ecaade2014_233i60, 8f9d, e8f6, 120f, 0eed, b8da, 7f7c, ecaade2016_073e21, eb5f, ecaade2015_17t2, 1517, caadria2016_003f1, be13, a6c0, 53c1, 3801, eebf, 7d80, 0550, 5bd5, fb26, b3a2, 3dad, c933, c678, 6bad, ecaade2015_269r59, b238, 6ad6, 3c21, 0579, 4c9e, ijac201412303u7, acadia14projects_153j, 6d4a, dcbe, d66e, 4fa6, 39dc, 9949, 6450, ac0f, acadia16_344i21, 3164, caadria2017_113z29, b9b5, cb6f, 2e18, c960, 6754, ecaade2014_072o18, aa2e, 0841, f8e4, f333, 8287, 40f5, a694, ecaade2013r_002g2, 3da4, 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caadria2017_135j36, acadia14_445am, 6898, 5265, bd2e, fb71, a8d9, 5ef9, 2227, ecaade2014_151c36, 2923, ee83, b298, 60ee, f76b, ecaade2015_130f26, 84ce, d161, 4894, fcc9, 4019, 31ec, eddd, 6f21, 723b, ec14, d43b, cab6, sigradi2016_484g, 9dc6, ascaad2014_005l3, 4825, ijac201513102u1, ccca, 7fc6, 51b9, c4b0, 15d1, 6b3a, a9be, ijac201412201k1, sigradi2016_431q, 50bb, 10e0, e6cf, e8e9, 4f1f, 256d, 1724, 7a5a, caadria2016_197s9, 1598, 8006, c022, 91d2, 5e2f, cc46, ecaade2015_229n51, ecaade2014_187e48, ascaad2016_054c22, bb57, ecaade2014_163w39, 1c42, ecaade2016_123t33, 798a, 7007, 5d84, 446d, eb99, 70d2, f4fe, 8164, caadria2017_031j11, 9314, 378b, ecaade2014_072g18, 43a6, 4d1f, 80bb, bcca, 6352, caadria2015_060s6, 482b, 1e2d, ecaade2015_77c15, 525f, ecaade2016_213t54, dbc7, 8cc0, 4524, 5774, f763, f888, 9c05, 424b, 705e, c3d5, 3c9c, a3c2, 89ae, 3dd8, sigradi2016_737dd, d75b, d72c, ijac201513206b9, 0819, ecaade2014_035w8, 0936, 9453, 755d, 67e1, 47e7, acadia14projects_333az, 745c, 892d, d930, 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5fb7, ijac201513303e11, bf8f, 639d, ca51, 63c1, d830, 7a42, 438f, 6b4f, 201f, 6d10, 4102, 9859, e72e, d533, ad50, 2ab0, ecaade2015_334u72, 1521, c27c, acadia15_47j1, 473f, 5b9d, f64a, acadia14projects_199an, 2a02, ijac201614303u2, 4270, 1559, ecaade2014_180h45, 6715, bfa5, 437d, a5e0, ijac201614302a2, ee3e, 50ac, 208a, acadia14_219b, 903e, b14c, fe06, sigradi2016_590f, 70da, 839c, 42f4, 834d, f3b3, 81f0, 9e2f, 488d, acadia14_427an, 0cc5, ecaade2015_13n1, 6b11, 8116, 5604, ba74, 52f6, ijac201412302h7, sigradi2015_8.81x11, fdc3, d88e, 7309, 2127, 0e9c, 0ee9, 031b, ecaade2015_91d18, 8640, 3d83, 3a75, ecaade2015_129n25, ddd1, 9388, 77fa, 5344, ijac201513303t11, 1fb5, ecaade2014_035y8, cd74, ecaade2016_007n2, ecaade2015_240t54, 0a10, a082, c9b4, caadria2015_078f11, 325b, 0ffa, ecaade2015_200i43, 76e1, e6df, caadria2015_137k22, 2513, 791a, caadria2016_435k18, aef0, 2503, sigradi2014_339c8, 204c, caadria2015_139w22, 1e75, caadria2015_206f30, ecaade2015_256b58, ecaade2016_241h64, 8b4f, 1d12, 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sigradi2016_752xx, a0d7, 689f, ecfe, 38d8, 4a87, c307, acadia16_106a8, acadia14projects_601ag, 2d5e, f0d2, 4b13, 5c99, a8fe, acadia14_671m, ecaade2016_071v18, 8ba7, cf06, 8912, 25a6, 2ba1, 3f9b, dadb, 9c1f, b2bc, acadia14_479a, 7f8a, e630, db17, dd9c, 0d4d, bf19, 7675, 9f61, 6d5c, 59f6, acadia15_137l5, 9d33, b451, 992a, caadria2016_829h35, 6b8e, 239b, 97f6, 8676, caadria2017_035y11, sigradi2013_429g, 75b6, ascaad2014_020s3, dc18, 7af7, acadia15_57a2, 9e21, d8b8, 672b, 5a35, ecaade2015_87r17, caadria2017_042u13, 7586, 7c7a, 3b11, sigradi2015_1.288c1, 1ed6, ecaade2016_193o51, fc82, 6af1, caadria2017_129u34, 6187, 9ee8, 23d3, acadia16_344m20, e741, ecaade2015_48w7, 7b01, 2902, 92bd, 7d43, ijac201412302n7, caadria2016_663m28, ijac201412304k1, 7c81, af0a, 7ac1, dfa9, d4f2, c849, sigradi2014_114l9, 7488, ecaade2015_317t68, 4c9d, caadria2017_023h9, 9f8e, b7f9, acadia15_407h17, d331, acadia15_371h16, fe30, 479c, 7b45, d38b, da34, d4f1, 504f, ef37, acadia14_565ab, 2dab, sigradi2016_737ff, 4bfa, 1515, 9250, acadia14_619av, 15ae, fc62, 38bc, 2ae0, b378, 2d4b, 630b, f080, caadria2015_185j27, 7adb, 11c1, 59a8, ecaade2015_206x45, 5dd0, 068c, acadia14_167aa, 6f9d, 0fe1, 0821, 794a, b9c4, acadia14_229f, 9384, 2fd3, 93c5, 33f8, e756, caadria2015_084z12, a447, 6c1c, 1da3, caadria2016_673d29, caadria2015_065a8, 0aa1, 35d0, d413, 289b, 3dcd, ascaad2016_022s8, 3fe6, 82e1, 329d, a40a, cae3, e26a, c3c1, ascaad2016_029b12, bc26, 4447, ea5a, 3699, 31e1, ece7, d59c, 9a78, 514b, acadia14projects_63d, ecaade2015_11i1, fa9e, ecaade2016_140z39, 06e2, 23d4, 150f, 04f7, 8525, 2136, 310a, sigradi2014_037z2, 63b0, 1cb0, c907, 824e, a7dd, 0305, 51c3, 36fb, 208f, ecaade2016_108w29, 36e2, c8fc, 0f0c, 383f, d50c, sigradi2013_289l, caadria2015_048o5, e1f9, 75c8, 506f, 02b2, caadria2016_271u11, caadria2017_122o31, 0a35, 7aaf, 5651, 09c7, 3242, 9d61, 3e80, ae70, caadria2015_203b29, 334b, 983c, c425, 21db, 8158, ecaade2013r_003h3, cdb7, 2358, 2fb4, 7b7d, b8f7, 342c, caadria2017_149h39, 9f55, 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acadia16_280x17, sigradi2016_360w, 8840, ecaade2016_230r62, e1b0, 1ff8, caadria2017_016e7, db15, 73a5, 5287, cd16, 99ed, 7a76, 4bb3, 3ff8, 4646, 8677, ee74, 2382, 4132, a315, ae5c, 5939, 301a, 2821, a330, a97a, sigradi2013_215, 983b, e4ca, a000, 0f97, c87e, 8283, 89c8, 00e5, e401, fbe3, 6abf, ecaade2016_006l1, caadria2015_203n29, 13b1, c0ab, 8ea3, f77a, 666a, sigradi2015_3.11h2, ecaade2015_17f2, c8ae, 5a0f, cf7b, b4a0, acadia15_47m1, 435a, 0654, bdde, a3c0, 6cc3, ijac201614207v11, 843d, 4232, 2936, 1a71, eec6, sigradi2016_467u, 984a, e6c6, 768b, f348, 7374, 9962, 976f, caadria2017_115i30, 3af6, ijac201412407f1, 8d31, 59b8, f55d, sigradi2014_045h4, 5987, a0c2, 24c9, 170b, a85a, 02fb, ecaade2015_241m55, ffb6, 4bed, 5c3a, 7fe2, 2710, ecaade2014_141h32, 8218, 2ae7, e21a, ef8e, caadria2017_094y25, acadia14projects_339ac, fb27, bc5d, d6b9, 99ce, e0d3, 6543, e432, 7793, 78be, acadia14projects_427ao, c38d, 8060, c07a, 8b10, 418c, c395, 7750, 46e8, ascaad2014_026a7, acadia14_531s, dd66, c0c5, 9ba6, f6f8, 88f7, 0df5, 57d6, 7db3, c826, 482c, 2c17, 9ad8, caadria2015_190n28, 2266, 4e08, 99f8, 560a, 122f, a3a3, ca12, c5ad, 60a4, ebbf, ascaad2016_050w20, 9614, 195b, 8b43, 0be2, 92db, f95d, 979b, 5113, a37f, 067b, sigradi2016_602ww, 0651, e40b, fbb4, c2c4, 9fdf, 4a2e, da92, 95d4, acadia14projects_709am, 801a, 21c3, 821f, 1691, 5687, f68a, e39e, ecaade2015_333f72, d984, 84f6, 0511, d35c, 5b70, 2fa9, abba, 2e7e, d1eb, 1975, ecaade2014_057e14, 6ded, 5a9f, acadia15_371f16, c9b2, 0be3, 6c46, 5183, f4a9, b27e, ecaade2015_55i10, c380, f35c, b3e8, ecaade2014_108k24, 7efe, sigradi2015_11.136l24, 08d7, acadia16_270y16, 3b6a, ecaade2015_152c32, ecaade2015_48x7, ecbc, 66cd, e16c, bf9f, ascaad2014_028u7, b194, ecaade2016_191i51, add9, ijac201412304t9, 14d5, d70a, f30f, acadia14_375g, ijac201513302g10, c485, faea, 6a9a, 1ba7, bee9, ee51, 55a4, eb87, dac5, c8c4, e131, 7367, acadia16_106z7, bae0, caadria2015_126m20, 5440, 7b11, 0025, 21b9, af6b, 1cf5, a88a, ascaad2016_031m12, a076, 1156, 667f, f19c, c64f, 46c8, ecaade2016_224o59, 1d54, 3fba, ascaad2016_013a6, df4a, b7c8, 0994, ecaade2016_197x51, 5586, acadia14_497v, 8236, 2128, a802, 88eb, 4e9c, 4e1d, 4b6f, acadia14projects_549z, 1bcc, cfe1, 3a43, 2726, 008e, 0e7d, 5b72, caadria2017_165o41, d16c, b70d, 40fb, 8359, ed74, sigradi2016_627h, ccfc, 3817, 9d57, 826e, ecaade2014_030m8, 350b, caadria2017_051i17, 7122, a2d9, acadia15_333e14, caadria2016_229a11, ascaad2014_004r2, 896b, e5ee, sigradi2016_448o, 8d93, c5e4, acadia14_445ab, c7e1, 082e, 117b, ec87, sigradi2015_9.152x16, 3ec4, ecaade2014_024k7, 2831, acadia16_478p28, caadria2015_142l23, c469, 5537, 1029, 780a, 6f17, c823, 2882, 59be, ecaade2015_53d9, cc00, 185b, e166, aa98, sigradi2016_724zz, a299, c82b, sigradi2015_3.201r3, 56d5, 9a4c, c12c, caadria2016_477x19, sigradi2016_695s, 85ff, ijac201412408r2, ecaade2014_206l53, sigradi2016_777q, ed1e, 921f, ecaade2016_171a49, sigradi2016_515g, 08cf, 2013, caadria2015_170t25, 0094, 819c, 149b, a1e6, acadia14projects_589d, 7e0e, 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sigradi2015_8.186g13, 0a34, baee, d33a, 242d, e729, 1ef2, 39ad, d088, 097b, 8bbb, 8cf9, 2aa8, f9b7, fc88, 3fbc, d5fd, caadria2015_202y28, 3903, c9c6, 7f18, ecaade2015_185s39, ffd5, 08bf, 49fb, ecaade2016_208m53, 68ff, caadria2017_175a43, f374, 30fd, 507b, f1dd, d7cb, 3ef8, 50a5, 31e0, f9b0, b2ad, sigradi2016_592u, sigradi2015_sp_8.326w30, 65da, 8543, 3fd3, ijac201513305p12, 3c97, ecaade2014_202s52, sigradi2015_12.297m28, ece8, d1f3, e953, 8002, 9014, db9a, dd25, 19ef, cd9b, 3a69, fbd0, bdce, c54a, 6c19, 5d94, 0a75, 6426, 50fe, 9e02, 05ea, acadia14_691az, sigradi2015_3.212j4, 2f70, 1132, 18e5, 7603, d5fe, ba87, acc9, acadia14projects_565h, 39df, 1120, 7d89, ded9, 78c2, 8dd9, bc3d, c2a8, acadia15_407p17, b8dd, b95d, ecaade2014_112k26, 974d, 5d7f, ed60, 490f, baa0, 8396, fef8, c178, 9984, 3db5, 738a, c89f, 4332, 25c6, ecaade2014_022w5, fd6a, ascaad2014_009e5, e065, 4efc, f934, ecaade2014_176b44, 7072, dc77, 3517, e84a, e18a, acadia14projects_463ay, 51b4, 1fa2, 3b36, acadia15_211s8, c091, 45eb, cd33, 9d54, ecaade2016_171d49, sigradi2016_751mm, b13a, ecaade2014_214m54, 6d07, e82c, 9cca, a41f, b1b4, 337c, e590, caadria2015_049z5, 8ecc, b73d, a887, 4efd, 3fd7, acadia15_161e6, ijac201412303a9, d2b3, 8739, bf9e, 696f, b165, d378, dce4, 2449, 42cc, 680e, 8a57, aaee, ecaade2015_248h56, d7cc, acadia14_53k, 5c2c, 1c90, sigradi2015_8.289d15, e782, ecaade2015_195n41, 66ac, acadia16_154h11, 02ac, 9458, a4f5, 4f50, a590, 74f0, 9869, 2711, sigradi2016_792g, 6c6a, 6e63, 8ea4, 5df9, a932, f94e, ecaade2016_025g7, 35a8, acadia14_463ay, 2774, b1d7, 1e66, 3f0e, 8910, 4ad6, 956f, 0d4b, 3580, ac23, 3096, c40a, 33b5, 503f, 75ac, ijac201412303m9, c4f0, d427, a110, 7efa, d85d, f9f6, 715b, 2278, 10c9, 5533, 7152, 868c, d60d, 7881, 4657, 847d, 3718, 5673, e084, 6702, ecaade2014_024l7, 92e0, d563, ecaade2013r_002v1, sigradi2016_752rr, d9ba, f5cf, 9d3e, 9ebb, 8c5a, 0e16, acadia14projects_375az, c52b, 9fad, sigradi2016_534mm, f88f, e97e, sigradi2015_4.52n6, fa8c, ecaade2013r_006z4, 1c7d, ecaade2014_012p2, 8e3e, 7e72, d9b3, 55a9, ijac201614405j3, 9d1e, sigradi2016_710hh, 683d, 9a17, 86ee, ecaade2015_115c23, e8e5, f122, c74b, bb8c, caadria2016_135b6, 6d13, acadia15_57v1, 9ea1, d7ef, 2727, 5a3f, bdcb, c071, 66c8, acadia14projects_479i, ecaade2015_202i44, sigradi2015_10.307b21, caadria2015_073i10, ecaade2016_065f16, 9d06, cb32, a383, aeb9, f8b2, 98d8, dafe, ecaade2015_301o65, 7b81, sigradi2015_10.140n19, acadia14_671o, 8623, 5021, c3ae, ba66, 6b6a, e317, fa33, ed92, 71f7, sigradi2015_8.81w11, d6d0, 61e1, abc3, sigradi2013_62t, e098, ecaade2014_018m4, ae8a, acadia14_177ae, e5ec, ecaade2014_188i48, bed9, 51b0, sigradi2016_737w, ecaade2016_225p60, fc4c, caadria2016_851h36, d7c1, eac5, 6429, ecaade2016_016e4, sigradi2015_10.309z21, 96a9, ecaade2015_170j35, fa9b, sigradi2013_100i, be70, 520d, 5694, a9c2, 116c, f3e5, 9599, d775, 723f, 0082, 108c, 648a, 9439, 01b0, 9ea3, 3d2b, aa16, e54a, 696e, 4cb4, 96be, f51c, 6f57, a640, caadria2016_177u7, ffad, 1a11, b435, ada5, 0aa5, dd84, 10b8, 4861, 201e, ddc5, d1e6, sigradi2015_12.19d27, sigradi2015_9.347y17, 6db7, e7fd, acadia14projects_199ab, 8ec9, acadia14projects_681as, ecaade2015_35c7, d45e, 7ae5, cc37, 29b7, sigradi2016_490hh, acadia14_463i, ecaade2016_185f50, ijac201614201w6, 6104, a198, f4be, 2b0f, 3455, ijac201614405g3, 9e77, sigradi2016_360z, e65c, acadia14projects_237av, e4a3, 8cce, e9ed, cb31, f3d5, 1b8f, ec9c, 81c4, 94e5, 030a, f40a, a3ef, 9769, 35df, ecaade2014_149c34, caadria2015_064m7, bc7b, b696, 701f, 322f, 2eb6, 5301, b807, f332, 57a5, 3d85, 1630, cf30, dd41, 7514, 1f00, 33cb, cd7f, f839, 08d0, 97f5, ijac201614308f5, ae59, 5864, 572c, e4c6, 973c, ce63, 26f1, ec73, 1d16, 977e, 276f, f849, 116f, 5cf8, 02a3, 21e1, 913f, 74db, 8d74, f0e1, b369, 4ef3, 9ca1, ea39, 5908, 7817, ijac201412401t3, 2834, a013, ecaade2016_119l32, caadria2017_043e14, 3fb1, 020d, b344, 01b5, bf8a, 65f7, a620, 59ce, 80a1, 3fac, ecaade2016_165u46, ecaade2014_146t33, 2305, ecaade2015_17e2, ecaade2015_110g21, 98c1, 8cef, 9da9, fc77, ecaade2016_102h28, sigradi2016_773x, 3c95, c273, 210f, 0d59, 92ab, 85bc, f31f, 4fc3, ef1a, 5036, f2a4, 55f2, 2993, 1359, d08c, acadia14projects_81j, ascaad2014_036c2, f7b9, e9a5, 2031, 8aeb, 49bc, 1832, 0869, 8c10, 4326, cb19, 7837, aac3, ecaade2013r_013y7, 8109, d304, deb9, 290c, 6432, ecaade2015_100b20, acadia15_251j10, sigradi2016_714rr, acadia15_323c13, sigradi2014_079i7, ef1b, ecaade2016_223g59, 257b, 9b0b, ecaade2015_130z25, 2991, bbe4, 54d5, 2ecb, dd11, sigradi2016_595ll, d79d, 15d9, 8e20, c5d6, 6c74, 1e91, 51af, 192c, a61d, acadia16_362m22, 2b48, 4ae6, 2d0e, 1deb, d00c, da25, 6f39, sigradi2016_815ll, acadia14_339ag, bd1d, 4e84, e6c9, caadria2017_095i26, acadia14projects_389ax, aa4f, 1be1, e502, 36a9, cacb, caadria2015_202a29, 76cb, 38c3, 9bf8, e7ec, f140, 6563, f790, 513c, c104, caadria2015_072l9, b5bc, d798, 24b2, 090e, 673c, sigradi2015_3.201z3, caadria2017_023v8, f5a9, d044, acadia14projects_291au, 173c, 0e59, 34ce, ccfb, 4653, 3f76, ijac201614405x3, 4553, b9f0, 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59c0, 4390, d385, d6a6, 8d5e, ecaade2016_072g20, deac, 4770, 0f99, sigradi2016_592q, 1e97, a5a2, 08a0, acadia16_62i4, 840f, acadia14projects_699u, c9a6, ecaade2016_040u10, d3b2, a182, ecaade2013r_009d6, a80e, e703, 6624, 0764, 76e9, 77ca, ecaade2016_036s9, 3ce8, a873, 0fd1, 588e, sigradi2015_sp_2.112d29, f23a, bf14, 1091, 5551, 309d, c793, caadria2017_129r34, a333, 2a97, ecaade2016_007f2, 9752, 0e08, 5a84, ba3a, acadia14_81p, 4cb6, 99b8, 62cb, a9dc, 82ee, e53f, b04a, e6ac, 193f, 260e, acadia14_479j, 501a, d0a6, ecaade2014_225s58, bca3, ba71, 1d64, 28d4, sigradi2016_364ss, 7f0d, d197, c573, sigradi2013_10c, ijac201412408f2, acadia14_177af, 908f, 1249, 3dea, 72f1, 7eda, ecaade2015_64r13, 5c4e, ecaade2016_027a8, 2f16, 6b57, 1fd0, 471b, a82b, caadria2017_118r30, a476, ecaade2016_072i20, 80f7, ecaade2015_25g5, c25e, ee80, f448, d03e, 9d29, cba9, a9c3, caadria2015_142o23, 2df1, 68fb, a0f9, db89, f84a, sigradi2014_041k3, a96a, fc52, 93f6, ijac201614204l9, abb1, 08c9, 326b, ff79, 939d, d9d8, 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c3b7, fa26, dc56, 216c, 3d11, 1074, acadia14_23av, caadria2016_703g30, 98c4, 1baf, acadia15_243w9, 7d36, 0f65, fdc4, 21a7, sigradi2016_363gg, 5700, 145e, acadia14_101ad, 5315, 7115, e351, 7684, f3ea, ecaade2014_153m37, 5891, d28c, d455, cf5d, ecaade2016_067i16, sigradi2016_814c, da0a, fb9c, c95e, e8a5, 903f, cee9, 5b1f, ecaade2016_215v54, 6d4b, 5bf0, fb7b, 4f06, 7bdc, d67f, 5888, 7bca, caadria2015_070x8, b4a1, ae7e, fedb, ad7e, e32a, 38f6, acadia14_347an, ecaade2014_088e21, f119, 1003, d05e, acadia14_301f, 983f, ae68, f6b7, 1d13, ascaad2016_045b19, a012, ddfd, 90d4, 4467, 9c47, 1f79, 345e, d328, e220, f45a, 8e86, acadia14projects_473at, b883, 77fc, 311e, 66af, caadria2015_206d30, a8aa, acadia14projects_153ap, 7c52, e709, 4445, 742b, 5b7a, 4368, 9719, a8e9, ecaade2015_37h7, 6f75, 5ce2, 87e6, 4a4a, 47e5, 9ed7, 820d, 5cca, sigradi2013_407j, 1826, ff91, 0a1e, b61e, a1f8, 4319, 5cad, da0f, 07f9, sigradi2016_805ee, 1271, 952c, 650c, 3f95, af45, d2cc, ea31, 9608, e32b, d401, 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