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 ddss9505
authors Wyatt, Ray
year 1994
title Strategic Decision Support: Using Neural Networks to Enhance and Explore Human Strategizing
source Second Design and Decision Support Systems in Architecture & Urban Planning (Vaals, the Netherlands), August 15-19, 1994
summary This paper focuses on a mechanism by which planners and designers are thought to reduce complexity. The mechanism involves choosing a potentially profitable direction of search, or choosing potentially profitable set of aims to pursue, within which a detailed solution might be found, and rejecting all potentially unprofitable directions of search. The literature of psychology, planning and operations research is drawn upon to argue that designers base such initial choice of direction on their candidate aims' relative scores for eight key parameters: probability, returns for effort, delay, robustness, difficulty, present satisfaction and dependence. The paper then describes a piece of decision support software which, by eliciting any user's scores for their candidate aims on the eight key parameters, is able to order such aims into a strategic plan. Such software also incorporates a simulated neural network which attempts to "learn", from users' recorded responses to the software-suggested strategies, how users actually weight the relative importances of the eight key parameters. That is, it is hoped that the neural network will "converge' to some prototypical pattern(s) of weightings. Having such a tool would certainly constitute an advance in the state of the art of computer-aided strategy development. Alternatively, if the network never converges, the use of neural networks in computer-aided planning is perhaps not advisable. Accordingly, a test was conducted in which a group of planners used the software to address a typical spatial problem. The results, in terms of whether or not the neural network converged, will be reported.
series DDSS
email raywyatt@muwayf.unimelb.edu.au
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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ijac201614403m2, c5d8, 25d9, 50d4, 82c4, 606e, a5e7, 18a8, 25e4, acadia14_153ax, 5ddc, 98d5, dcb7, ec8b, 06cd, 0888, ecaade2016_028i8, b694, a4fe, dd49, ijac201614105r5, a8a3, 1cd4, ijac201412408t2, sigradi2014_128b1, a5bf, 65f5, acadia14_427an, 3a50, 8730, ecaade2014_072s17, 542d, b8ee, 2242, acadia14_111n, c7f0, 0ced, cb81, d1bc, ab03, 67b6, f60d, 04bc, 7302, df75, 3644, caadria2016_851b36, 69a3, 4bfb, sigradi2014_263b1, a74f, 6454, 3cb9, d3fc, 27f9, 6900, af25, 5f18, eb14, caadria2017_142b37, 0cc1, sigradi2013_366c, sigradi2013_289o, ecaade2013r_005p4, acadia14_101ar, ecaade2016_208s53, 63b5, 0721, b747, 53a5, bfdc, 8771, 57df, caadria2016_713s30, 4ea2, 404c, 61bd, 4660, d9fa, b779, 2e31, 52de, 30fe, 04db, a9fa, caadria2017_101l27, caadria2015_203l29, ijac201412204o3, d947, b5a5, ff70, 8175, 5fdd, 1168, f61b, 5aec, 8daa, 6e82, 3e65, d2e4, 40c7, 40bd, e80b, 240f, 7c2c, c0ad, 663b, 5e1a, 78f4, 034f, 1545, 3aeb, ijac201614405w3, f5dc, 2ce8, 21e2, 13be, cf3b, 0261, 76bc, 580e, d6e2, 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d8cd, cad0, ascaad2014_019d3, 5bb9, a18e, 8d28, acadia14_719i, caadria2017_067l21, 2c44, 7121, 0509, sigradi2014_047k4, 80eb, bdc1, b83f, 7c5c, f62e, 4450, c7a8, ijac201614204y9, 5f29, bee6, 0b8d, 5f07, ijac201412403g6, 97eb, 77f7, 8246, 21e9, 9554, 317f, c935, 4578, b26a, 5fc6, d7ba, ijac201614403g2, 77be, d90f, 5fc9, d82f, 661f, acadia14projects_627ar, cb4a, df82, ijac201513206v8, 3b95, 1670, c8db, bfbc, b80e, 72ef, sigradi2016_369b, 89ef, ba2b, eb1e, 821e, 2b07, 5876, 2f16, 7f5f, 479d, c198, b8b4, 83c8, ecaade2016_018v4, 8637, sigradi2013_387h, f3b8, d03d, 3ac1, ecaade2014_196d51, 4fa1, ec59, 568c, f416, 4549, sigradi2015_11.222t26, 6add, cf6f, 5554, c9bc, 751d, sigradi2013_183t, 9bab, a0cb, ijac201412304a1, ecaade2014_066n15, 1690, caadria2015_078i11, 8054, 557e, b5a4, 081c, e6ca, 1a50, f7ad, 1e95, bd03, c68c, acadia14projects_619ah, 046f, caadria2016_373i16, fd16, acadia14_497v, c378, ecaade2016_243n64, 4fe8, a123, ca5b, ecaade2015_118y23, 1a44, 5946, 8806, aa74, 5291, 5107, 7adb, e3b1, acadia15_284x11, e295, 32fa, bebe, c58f, 08a7, 4ffb, ecaade2015_222d49, 2a75, 05f5, c240, e3a0, f2a9, 5ce4, 5f86, caadria2017_110i29, 8408, fd2f, sigradi2015_9.347n17, 8184, cce1, 19c7, 05ac, b43b, ce06, ecaade2015_230k52, b35a, ecaade2016_021b6, 9ff2, d913, 6ad5, 6162, ecaade2014_011h2, dd3b, 44e3, d5c3, 312d, 75d2, 31ff, caadria2015_226u34, caadria2015_061g7, sigradi2013_41z, 5175, f255, 6f27, e4df, acadia14_247l, 5c9e, ecaade2015_61f12, 4464, ijac201614206y10, 9547, caadria2017_142t37, 41fc, 031e, 9c85, 7b79, 0656, 38c6, 0037, 36d7, 587e, b984, e769, aec3, a793, 1d80, 0ec8, sigradi2015_7.203g10, 81d7, 2926, 0292, 4b75, ef32, eb43, a6fd, 4716, sigradi2016_369d, df42, fd19, f6d6, 0ca8, ecaade2014_086r20, 4aac, 66bc, a41f, f760, 2349, a13a, c956, d863, a77c, b18f, 8a91, 8dad, 62da, 3241, ecaade2016_222u57, 0d46, ac41, 9fae, 729a, sigradi2013_52e, db06, bbce, 869d, 39a1, 267b, ecaade2014_194z49, ecaade2016_188k50, 121f, 1949, ef87, acadia14projects_281w, 1389, bcdc, aee6, a62d, sigradi2013_326l, a02d, 96b6, 8251, 43d1, 22f5, 778c, edb2, 32c1, 95f1, acadia16_196d13, 455f, e883, 9019, aaf2, b32e, 6778, be27, 54fd, e39e, 9d3f, 95b7, sigradi2013_243a, 085d, b593, ecaade2014_111v25, 03a9, 8a7c, 07b7, ecaade2016_140s39, 107e, ecaade2014_173y42, ed24, ascaad2016_045r18, 3e1c, sigradi2014_313u5, 43ff, f5f2, 9b3f, 396d, 12ee, c886, b3f3, fd0f, 6762, caadria2017_069c22, 8e71, b24a, eb98, 0727, 6f9a, 6d83, 36c8, 52b0, 2b8f, 5a0a, ceeb, 8ca3, b782, d1a0, ec53, ecaade2014_111y24, 6613, 4bfd, caadria2015_203k29, caadria2015_078g11, 07eb, 7614, 0ca7, fb7f, sigradi2013_267u, 0462, 4195, caadria2017_018s7, ijac201614201g6, 36fa, caadria2015_077w10, 08dd, 18af, 7cae, 3df3, 051d, 80bc, c700, 226a, a828, 2a50, 9465, a448, acadia14projects_63am, sigradi2014_047n4, 3f9f, e923, 98e6, 8165, c2d2, 2839, 345f, 0e9f, 2c54, ijac201614302c2, bd95, 7400, ecaade2014_237z60, 4c8d, 1881, 492d, c56f, 166d, 16b5, ecaade2015_15v1, f835, a286, 0e48, 32b5, 3b6a, acadia16_62h4, 938a, sigradi2014_330k7, 814b, fbc3, ascaad2016_046o19, 3b62, 6bdc, cc22, 48aa, ca74, ijac201513205n8, fb62, sigradi2015_8.81s11, 6064, 64f9, 7e7f, 5908, 440c, e626, f8cc, acadia14_317t, 7f58, d0e5, ecaade2014_204g53, e5e2, sigradi2013_100c, cd36, f97c, 97e3, ecaade2015_113m21, 3aba, a14f, sigradi2016_440ee, 42d1, 9d7c, 94f8, 6f52, caadria2015_213f33, d7a7, acadia14projects_135l, caadria2017_182s43, 80e2, ecaade2014_121r27, 5e0c, a6a4, 4d2c, 1be1, 935b, ijac201614307v4, 45cb, ijac201513102v1, 5963, caadria2016_797u33, ff29, 9f92, 008f, 7618, ddbd, 90cc, caadria2016_539y22, caadria2016_197s9, 18b8, 357c, acadia15_451a20, 8f27, e2a8, 7dfb, caadria2016_415u17, 6535, 2c6c, 1b71, 5d7c, a3ac, acadia15_497e22, 469c, ecaade2015_318l69, d2dd, sigradi2014_030a2, bf90, 9e73, 174a, ca24, caadria2016_693c30, 8942, ijac201614309t6, 77dc, caadria2015_130m21, 25a8, caadria2016_105b5, 8121, 1c9f, 05ae, 9719, acadia14_531p, ecaade2015_227b50, 8b59, sigradi2014_132x1, f49e, 2360, 72f9, 2ad0, 6c5e, caadria2017_055r18, 8ba2, 120f, 6b1f, baea, cfeb, sigradi2013_74f, ecaade2013r_019k10, 5ff3, 9c87, ecaade2015_317v68, f80a, a096, sigradi2014_169p4, 5e92, 583c, caadria2015_078e11, 99bf, 05e4, caadria2016_549p23, 3157, 931a, 4f53, 78e6, 7fa3, 9631, 63be, 7bc6, e5b2, sigradi2014_266a2, 4626, acadia15_95g3, 1993, 86d6, c132, 78ce, cd4c, 0906, 31a6, 183b, 30f4, ae9d, d249, 9457, 56e0, 2aa2, ecaade2014_220b56, 1086, 45f9, f42f, bcb1, 6522, bbcc, 878b, fa04, b6ee, 077d, caadria2017_003w1, ecaade2016_007b2, ecc2, 3b30, sigradi2015_3.268l5, 2555, e4ec, 5c52, 5b02, 8007, 170d, cf8a, 9aa5, fb33, 1ed1, 5e8e, 5c28, 1c32, 119a, ecaade2016_102y27, sigradi2015_8.47m11, 957a, ecaade2014_057r14, 07bf, c8d1, ca82, 321c, a4ae, 7445, 94eb, 616a, 77ac, ascaad2014_024f6, 75b8, 94c1, 4ae9, 8812, feb6, acadia16_382f24, acadia14_365ag, 9f46, 507c, d157, 99e1, ijac201412407f1, 42e5, 9cf6, 0539, 6cbe, caadria2017_145u37, c391, b054, 970e, 0945, d4f3, 5d09, cc66, 62e7, d256, acadia14projects_565v, e253, ed5a, ijac201614408k5, 9c68, ijac201513203g7, f7eb, c9e8, d0a7, bb81, ecaade2014_018o4, cc6f, 0222, bddc, 1c0a, f35d, aac0, 137b, 1a1f, 1598, a193, aefa, sigradi2015_11.165u25, a0e7, 3a62, ijac201513305e12, 9e8a, 0e54, d87d, 4f57, ecaade2014_104p23, fc12, ecaade2015_324x70, ecaade2015_171e36, ea14, caadria2015_188a28, 7577, 6a2f, fcb3, 2dd5, 7f06, 4a8d, edc6, 23bf, 528f, ijac201513101b1, 3114, 0ab6, acadia15_137l5, ceb9, 4585, sigradi2013_248d, 4bf1, 15ae, 4bf4, 3715, e9e2, 766a, 22de, ijac201614208z12, 2fdd, f4dd, 517d, e4f9, 4af5, e0ec, e7ea, 94d4, 3172, f5f3, 856a, ecaade2015_55g10, 5cfa, ab50, 112e, b9cf, 4a9f, 0088, ijac201412405b9, f043, 6d60, 9107, 6fab, f0c2, 33b9, 0e47, fe89, f608, 5e5d, c2f9, sigradi2016_659w, 2822, 416b, 6266, 5005, ecaade2016_046d13, dfec, 84fa, 7b9a, b5c4, f4fa, 2d2b, 2bfa, 0c2c, 8dc2, 794b, 7914, caadria2017_129y34, acadia14projects_135x, 71dc, 2edb, 05ca, sigradi2015_8.264p14, 7cef, d709, 2428, 0a52, sigradi2016_515i, acadia16_116v8, 8399, 6003, 716d, 7886, fe2c, be74, 9afe, 77d3, 548b, 8995, 3e35, a261, 6964, 1241, a6d0, 51c7, 05d8, eef1, ecaade2015_333b72, a744, 8907, acadia15_343g15, ijac201614402w1, 920d, acadia14_177z, f2f5, d2c2, 4f72, e7a8, 766c, ijac201614201x5, b03d, c222, b4a6, ecaade2015_158b34, 9dc1, af5c, 3bf9, 742d, 3bcd, ecaade2013r_003j3, bf28, ecaade2016_130a37, 3e28, ecaade2016_074z21, 54e8, acadia15_395y16, b203, sigradi2013_414d, a92e, d3d4, 49c8, caadria2017_023a9, ecaade2014_009c1, 9d87, 5d91, 12f0, ecaade2015_206o45, caadria2016_579v24, 2ea0, ecaade2014_232z59, ecaade2016_077r22, caadria2017_149k39, ecaade2016_ws-foldings68, cf16, 76ef, 44d2, c317, 4c7c, dcf0, bfec, 5,9999999999999999e+83, 5304, acadia16_116x8, 19cc, ff38, sigradi2014_345w8, ecaade2016_015w3, ae49, 3b17, c861, a488, 73cc, 3519, b01e, 4295, ijac201614102x1, 3d6b, f467, c7c2, 9a98, 7228, 8b2c, 7788, fefc, 46ed, 768d, ijac201614202n7, e9ce, 0056, ab38, 85a5, 186c, 75e0, 3537, sigradi2013_400p, 647c, c3f7, 2223, 4792, c1ca, 7f5d, 8b44, caadria2015_190f28, 3d8e, ijac201412404z7, 0636, 7697, ce4b, 380e, 4a83, ecaade2016_040z10, 718d, ijac201412301i6, b114, 2b69, 7b43, b569, acadia14_347ah, 7cfa, 335b, 00eb, 3d2e, 8527, 691d, 1b5e, caadria2015_032w4, 0115, 361b, dd85, 9d17, 8c2f, e4c0, 85d7, caadria2015_087i14, cbe9, 8f69, acadia16_214w13, 80f3, 0d74, 9eec, ijac201614205j10, e6e4, acadia14projects_479m, acadia15_110h4, 542c, 934e, a289, 401e, 2a0b, acadia14projects_655ag, ed70, 57ab, 82e9, f13f, 781c, 16e5, cdaf, 7cd3, ddb7, 2816, 0886, 590c, 0c23, ed9a, dac9, bbab, 8420, caadria2017_182o43, 4c5e, 88a4, 2bc4, 14b6, d04b, 4b23, d5cc, ab44, 48a9, 92a5, afb3, acadia14_627at, 2d38, ecaade2015_178j38, d3e3, c015, 1250, caadria2017_183l44, ecaade2016_225c61, 1289, 7d07, b5d6, 9dee, 40cb, ba48, 5378, 90d4, ecaade2016_152a42, 866d, 63d7, 2db4, e66d, 3464, 05aa, 5d2c, 4836, ca97, ad35, 5a95, e43c, acadia14_177ag, sigradi2015_6.183j8, 9073, f682, 439f, 5472, a325, 9a9a, b52f, c5b5, 837e, aae0, acadia14projects_117h, 2ccb, 8d04, 5d4b, ec07, caadria2016_197j9, 489c, 0bf3, aaee, ab8b, 2442, b383, 7e3f, ecaade2014_149t34, 3ac7, c3cb, fee9, 249a, a0b2, c921, 9965, b568, 90c2, 6121, 730a, a95d, dd9d, 92cf, 4ec2, ecaade2015_138x28, ef86, 5f97, 0d99, 3f0f, bb7f, 1406, 7775, a2a3, dff2, 904c, 8ee2, caadria2017_003b2, 0bc2, 5541, 738d, 80da, 170a, 181e, ecaade2016_222e57, ca7e, df8e, ecaade2015_171l36, 2c85, fe39, ed01, 0a00, a33e, 447a, 5ce0, acadia14_117e, 784e, d0cf, 68de, caadria2016_197i9, 732b, acadia14_63am, 7b15, fa92, f21c, 35e5, f6e1, 16ea, acadia14projects_23af, d446, 51c8, 06ee, ecaade2014_168g42, ascaad2016_022n9, ebac, a833, bec3, b1df, 65ce, 0a06, 8aff, 2481, acadia16_72b5, sigradi2015_10.307o21, e540, 3610, e09f, cabf, 430c, b895, ff40, a372, 8524, 57f7, e2ca, 6e4b, 6fdf, 73aa, e066, 3616, 141c, 5485, 907e, 96d7, 57c4, a5d1, 8c2b, 1243, 5c76, b36a, 68d0, a556, 910a, ecaade2014_092a22, 64fa, sigradi2014_152v3, 8a3d, 24b2, e616, 84e3, 3de4, cc98, 99c1, c327, 9233, sigradi2014_041f3, b2ac, fdd5, a08c, e7f1, b7a1, acadia16_450m26, 7ed6, bbe4, 4fda, 420d, fd63, 3087, ecaade2016_198m52, 4ce4, 8e23, sigradi2015_4.219d7, ecaade2016_bkoj65, 55b1, 2ee6, 75d7, 65a6, acadia16_116y8, 26b1, 9f44, dd62, 3477, a2e7, 53c7, ecaade2015_55m10, 22e8, 81c3, 1d28, e2b4, dc8c, 8d43, befc, d693, a0f9, bae9, 1a1d, 3b50, 4250, f74d, 22cd, ecaade2015_138p28, 3fd2, 41ea, 3e86, ijac201412403t6, ecaade2014_071x16, a34c, 9da2, ascaad2014_007y3, f547, 84cf, acadia16_152c11, 428e, 44e2, 0752, dc6b, ijac201614204r9, caadria2016_487t20, 8c20, 71f9, f6a5, 25bb, a64b, 19f8, 3fa1, sigradi2016_595ll, dc12, 7fab, 7e3d, 099d, 2cbc, fa25, 2f61, 9c0f, f9e0, c385, d742, aeb9, acadia15_203g8, 7afa, ecaade2015_92p18, a970, 36d3, acadia16_88s6, 59ff, a563, 5ffd, a52f, caadria2017_048w15, caadria2015_114o18, 7e58, 16d6, acadia14projects_549v, 73c1, acadia14_153a, ijac201513301x9, cd2d, 41c3, 95e6, e8c2, 5ed5, 3cf0, 405e, 10e3, 8400, 1783, 882b, 2aeb, 2d5f, acadia14_301a, acadia16_440b26, a8ee, sigradi2016_732d, 3546, 7383, caadria2016_703h30, acadia14_101an, e80f, f66c, adf2, fbc5, 93e1, ee1b, 226f, 3013, ijac201513306g13, 7071, 2961, c4b6, d341, 9f09, ascaad2014_034j1, caadria2017_183a44, sigradi2014_080j7, 804a, d4d4, a8ce, 19f6, dde4, 8b54, 4465, 0640, ae7e, af65, b42a, acadia14projects_135j, 6340, e2ae, 483c, 8156, 11a7, dd33, f408, 190b, ecaade2016_144j40, b03f, caadria2015_070v8, d529, f3a6, sigradi2014_284w3, ecaade2014_086z20, 252f, f942, 293a, a830, 17a0, 7f9b, c6d4, 1d5c, ijac201614405x3, 5701, ef54, 3494, 44d1, ascaad2016_003e2, ecaade2015_253z57, ecaade2016_072n20, 2a99, b0e3, 2dde, 1ddd, 3856, 4c16, acadia15_57u1, 0c41, 8cfe, 26dc, 502a, 0f40, e031, 5c4c, 407c, ecaade2015_73y13, db28, d357, e853, e427, 8ebf, f990, e5a6, 9a9b, 7f84, 0a92, 8fae, 9527, 3f2a, a996, acadia14_463at, 7ca1, acadia14projects_291an, ascaad2016_043n17, c653, 6d0c, sigradi2014_276u2, 51b9, 35c0, 0279, 21d2, 718e, 2383, 2e07, bfbd, 54c6, 9a7b, 1bbf, 4b3f, 959e, caadria2016_167i7, 6dcf, 8d67, 6e2b, a308, 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sigradi2016_399a, 0fd9, a03c, d964, 4842, 6f83, c425, 672a, c854, 48ad, 9f5d, sigradi2013_330e, f285, 72e9, acadia14projects_479n, 440d, 51a2, a3b8, d3f0, fa94, ijac201614104m4, acadia14_189ax, f478, 30c3, a776, e260, ecaade2014_168n41, 9d02, b9f2, 2808, 95dd, ecaade2014_113o26, ecbc, ijac201513103y2, ecaade2016_032t8, ascaad2014_020p3, 6e2e, c6a4, acadia14_135ac, 90b6, 35aa, 6a58, caadria2017_165r41, f4f2, 650b, 102d, 706c, caad, caadria2017_113d30, ce04, c8c8, e762, e91d, 7d19, 52ce, c387, 14d8, 34e5, 8a61, 9c60, 56a1, 4132, acadia15_274n11, a645, 2465, 77a3, caadria2016_395z16, a06b, 12a0, 6ff5, 6603, ecaade2015_196v41, 8ffc, 2b0f, 52d2, 4729, 75cd, 783f, 3429, b12d, 4210, 6bef, dd6a, 2805, 6009, 83f0, f393, 5afb, 4a90, 93de, c17a, ecaade2015_193j40, 6d2d, 2b5e, 0ff0, 0b4a, 2e43, ba1d, ecaade2015_35z6, 457e, d5b1, acadia16_254c16, acadia16_12i1, 8bbd, sigradi2016_695u, acadia14projects_247h, 5c2b, 3490, sigradi2014_070a6, caadria2017_056g19, 2d4c, 7301, e603, 614c, 8993, b58f, 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f5eb, 454d, f4c2, 0b8f, 0532, 8bc9, caadria2016_851g36, a202, 4ae4, f5b8, 3d75, d3c3, ecaade2016_068j17, bc2d, c0d2, e42f, 72fb, c487, 31e1, 5052, 8db7, d735, ec5d, 4339, 583e, 6714, e843, ecaade2014_089k21, 8fb6, 4c7f, ascaad2014_019r2, e005, d36c, 8b32, 84de, 7188, 21f8, ascaad2016_023u9, a769, 49c7, eeda, bb41, 59b6, 9a72, 5b0a, fbf0, ba18, 4b5d, dc0b, 2544, 52e7, cf00, 4684, ecaade2013r_002c2, cfe5, 79c9, 4b47, 396c, 1a80, 1651, caadria2015_213d33, 41e9, 2971, 21ea, c31f, 90dc, 9a08, d5b8, 9a7f, a972, ecaade2016_243x64, 57e2, ecaade2016_239y63, 991f, cfaa, 224e, sigradi2015_8.81t11, 3dfb, d2d8, 97d9, 6476, 9458, f88d, a59f, acadia14projects_101am, caadria2016_745h32, ecaade2015_329k71, da55, 1040, 8638, b38e, 0f35, bd5f, 6bf6, 126d, ce5a, d43e, 5aa1, 168a, sigradi2013_401g, 446d, acadia14projects_619az, 4a6c, 5018, 2e7f, 05ba, acadia15_123o4, ecaade2015_158x33, 42a1, fc0d, 1353, bca3, 1cee, c47b, acadia14projects_43ad, 5dae, 7f4c, ecaade2015_33a6, bdfc, 9b21, 0429, b72f, 4e6d, ijac201614301a1, 4dbb, 4e6a, 68b3, 9b1b, 20a7, 6516, 7481, 9bb2, ecaade2015_241w54, 5ab2, 87f6, 0f5d, 10cf, ecaade2014_153h37, 018b, 39a6, 4522, e61f, 37b3, ba86, d321, d0ec, ecaade2016_096s26, 7826, ecaade2015_64s13, a0de, 11cf, 0ddf, eec1, 0ce5, 0297, acadia16_244z15, b54c, dd42, 5f30, f6a6, ecaade2014_109r24, b7e5, ba0a, a8e0, 80c5, ce6f, ecaade2016_170u48, e804, d09c, sigradi2015_3.43j2, ecaade2016_166e47, aeb1, 82a1, d408, 71af, ecaade2014_201j52, a340, 27d2, 583a, caadria2016_703g30, 250b, 643c, 1c7e, dcde, ascaad2016_023s9, 11bf, 29c5, 063d, a72b, ijac201614309o6, d044, 0295, 195b, sigradi2013_407h, 4efa, a900, 9dde, e339, ijac201412305y1, f9b4, e665, ijac201412303p8, 9d58, 0eb2, a08b, f7b1, acadia14_609am, caadria2016_085i4, caadria2016_777z32, 6167, ecaade2015_193y39, 81e1, d754, c7e6, ecaade2014_224x57, a83e, 106c, 51ff, 8eee, e036, cbbe, 852e, acadia15_311o12, 0839, acadia16_344i21, f472, 07ee, 7d88, ec37, bc0f, ijac201513201b6, 68ae, f0e8, dce0, 0775, 0ede, sigradi2016_817a, d920, acadia14projects_445af, 3da7, ecaade2016_mrtw65, 02cd, bcc2, 75bc, c9f0, 0b64, 83a3, 94dc, df07, 8edb, 4186, 42db, 0528, 74df, 8ecd, 04b3, ff96, 9a9e, fd6c, 86f8, d8aa, ecaade2015_193z39, 7122, dcb1, acadia16_88e6, 6e89, 3e8d, 3cec, 520f, 842f, 87d3, acadia14_229m, 5753, 4785, da2a, 28f2, a51d, 9e3d, 644c, 6cdb, 41be, 21ec, sigradi2016_807nn, ecaade2016_132r37, 295c, 23b6, 940d, 16f2, sigradi2013_195v, 9603, 8865, caadria2017_129l34, 560e, e998, 0d75, 2e18, 50d8, sigradi2013_390v, 02e2, b9af, 764b, 5bf0, 40fc, ascaad2016_017a7, fd03, bb9b, ecaade2013r_012l7, d19f, 6ed0, 50a5, 91bd, ascaad2016_005w2, 3dce, ijac201513205d8, 36a7, c815, aa69, 95d3, 4b45, ecaade2016_119z32, 0065, 8660, eef8, c34c, 9c84, c69b, 8046, 4038, 295f, e9c1, 7387, 696b, 4f2e, a467, c518, 71c8, c947, 8aa9, 87e0, 01a1, cb80, 5a3d, 437b, 00b7, edf1, cdfc, 9217, fd36, 8767, 522d, sigradi2013_414z, 0533, a72f, ijac201614403l2, e40e, ff0d, bed0, ec6a, f22b, ff42, 329c, e894, sigradi2014_239b9, b09c, aab5, c970, 0e37, 01d1, 43a5, f69d, 5df2, 3208, 3433, 7610, c170, 2a22, caadria2015_002c1, 7e52, 75e3, 13b4, acadia14_145aj, b396, d6c2, 0466, 1734, 3797, a353, b859, 03ff, 3556, 49f7, 1ef3, 50f9, 33d0, 05b0, ecaade2016_006a2, b245, 213c, 197b, acadia16_88j6, 6417, sigradi2014_172v4, fd80, ce31, sigradi2016_647rr, sigradi2016_571zz, c0b4, 66df, 5441, b384, 7986, 8879, caadria2016_363d16, e4c6, ecaade2016_223g58, e692, 0660, 0e97, 1bb8, e4a0, 1a83, deb5, b11a, e439, ecaade2016_123b34, 0424, 19ca, 8dec, e6be, 9d15, 4bf7, ddd9, b4f8, 6ffa, e18b, 8731, 4749, bdab, 3a89, fd43, caadria2017_081u24, ecaade2016_151h41, sigradi2015_11.166c26, 8665, 9264, dac6, afa1, fbb9, 162a, 38f2, af1a, ecaade2013r_019w9, d113, a722, 02a6, 5348, 150a, f5ec, 22bc, caadria2017_054h18, d28a, ecaade2014_214k54, 9b36, 2a70, acadia14projects_463ay, d5c1, ad3e, 40ff, 67c9, 88ad, 4745, caadria2016_197r9, 86ed, b7db, 9754, f9eb, 7ebe, 5821, 4291, c31d, 51be, 1df4, caadria2015_119a19, ecaade2014_070u16, 64ee, 1c1d, 9ce6, 7b28, acadia15_343m14, de61, e675, ecaade2014_050b12, ee57, c55f, ecaade2015_109d21, ce51, 79f4, 85da, 9c43, 92d5, 2820, c5c9, 38ca, ecaade2014_163f40, 2589, f1c6, 09c6, 98d9, 3f0a, sigradi2014_123r9, af88, b272, b07b, a611, 059b, ce02, e3df, c6e0, ecaade2015_285v62, ecaade2014_180e45, 9f17, 22fa, 4ad0, 3ff2, sigradi2015_3.221s4, 4a4b, ecaade2015_294h64, afcd, c799, sigradi2013_95r, 77de, 5dba, d83f, 5deb, 9fe1, ecaade2016_123z33, 618d, 5723, acadia14_33af, 4a33, 2b29, b0a1, f35c, 762b, 5bf3, ba57, f8e8, 4b36, a3f8, ascaad2016_052k21, fb87, 74fc, 1158, a76d, fae3, 264b, 79de, 9a31, 4dbd, sigradi2016_522x, c121, caadria2017_163t40, b9b1, d91b, 6043, f461, fda3, 48e2, e77b, aad8, dfdf, 6c30, ecaade2016_230f62, ecaade2015_227f50, 996a, ecaade2016_190o50, 8571, 42de, e727, sigradi2016_449jj, acadia14projects_365ad, 5e5b, 324b, 44eb, df63, 32e9, eafd, 5ed9, c272, ijac201412301w6, f7ec, f564, 445f, 74f7, ad13, 410e, c35c, e66a, eac1, acadia14projects_23u, f8a7, c784, b3cc, ecaade2014_108f24, 91ad, 7c2a, 8e6a, 576c, bb76, d258, 4806, e3ad, ecaade2015_261h58, 0349, acadia14projects_281ad, ed18, sigradi2014_249m9, ascaad2014_025m6, 47bf, 652b, e1c6, sigradi2014_015h1, d569, c9ff, 36bb, 6141, 89e8, 5c17, d883, 38cf, 710b, f011, afbe, 0e6a, d2a7, ecaade2014_217g55, ecaade2016_190r50, ijac201412201l1, c7a6, b312, 3eca, 9718, f7f5, 3228, caadria2015_096o15, c92d, cacd, caadria2017_163f40, ascaad2016_028p11, e9d8, 0513, f732, 485e, ecaade2016_080y23, e402, 2cf8, c0da, caadria2017_016t6, fd78, 2796, sigradi2014_036p2, 29d1, 70fa, 9b67, cc3b, 5617, 6e77, 7b59, f336, 9edc, 25a9, 3e33, 3c96, sigradi2015_6.42b8, 8fd1, 9d2f, acadia15_357i15, d3f4, 9ff3, c708, 9276, 5d69, d648, 534f, d8ed, 205f, 3443, b86f, b316, 5a92, 7cf7, c1fc, e147, e5aa, 12ab, 80bd, d82c, c114, sigradi2016_407z, 1f87, 44b5, caadria2015_081k12, 2087, sigradi2013_425u, 8c2e, 1f34, b4b3, fcb6, 792d, 49bb, db7c, 6678, 64cf, ed47, caadria2017_052u17, c9be, 921b, f2bc, 20be, 2d8e, a381, 068b, ecaade2014_140d32, 4e12, 5866, 522e, ecaade2015_15b2, 4dba, 2d0e, caadria2016_735r31, ec74, 920b, 681e, 3045, d1b7, e71f, 374c, sigradi2014_169s4, 5a48, sigradi2013_311, d420, 203a, c23f, ijac201614403h2, caadria2015_087e14, ecaade2016_042m11, 09e0, 33ec, cbc6, caadria2017_023x8, 39cf, 67ff, 4e52, a046, 0799, 9336, 8456, 1c9e, bbc2, 16a3, 1065, 1728, d0f2, b4d7, 4e84, caadria2016_549i23, caadria2016_177a8, a280, 6400, sigradi2015_10.381h23, sigradi2016_592bb, sigradi2015_6.387t9, df3f, 830c, 8d79, eb13, 5810, 2ced, 6dbf, 67c6, aa36, 17d6, db8d, 2946, cd8f, caadria2016_767s32, ascaad2014_008n4, ijac201513206p9, acadia14_327c, b77d, 4f58, 6127, c858, sigradi2013_248z, caadria2017_029t10, 3a9a, a157, 5f47, 3858, sigradi2014_074v6, d02a, d9ae, b060, 04f7, 9117, 48fb, 78d0, ecaade2015_53s9, acadia14projects_565p, bf59, a72d, ijac201614305j3, 761c, 2af4, 873e, 75d1, a405, ecaade2014_188o48, 83e1, 5656, a938, 8c44, 51b2, a204, e931, eac8, ijac201513306c13, 0817, 0c16, be23, ee42, 7b55, acadia14projects_699n, 232c, ecaade2014_176w43, acadia14_75aw, 1d5f, caadria2016_477c20, bbbe, 9fbd, b4dd, 2962, caadria2017_165p41, 95ae, 7014, f231, 2a92, d466, acadia15_95k3, 03ea, 99e2, de22, f6b3, ijac201614208y12, 412c, 0ec5, 84c9, 4530, 6b81, acadia14_389ax, a90b, c993, 461c, 22eb, sigradi2015_10.138a19, bd07, 014e, caadria2017_069z21, ff87, de35, c751, 0d71, f3dc, 72bb, 819f, 9b09, f321, 707b, 98fe, 8d51, c8d6, 529e, 3fde, 41dc, 4e2d, c3e9, sigradi2015_7.203e10, 5c1a, c7f3, 2d5c, a2dd, 5c19, 5960, b150, ascaad2016_040y15, cb26, b4db, e658, 437c, 2cca, 5e69, 968f, d2be, c929, acadia14projects_375h, 672d, 9080, 3176, ecaade2016_072o20, 04a2, 843e, 85c8, 3617, 58a4, efc5, f266, 4432, c5cd, 4046, 500000000, 0415, e376, 32ef, 83c5, 6441, sigradi2013_359m, 8a54, b53e, 45dd, 62ad, 67d3, 5c21, 95a5, 65d7, 6bc2, 0a9a, ecaade2013r_001l1, 3002, acadia15_333s13, f37e, bb13, 38dd, 1091, acadia14projects_709ap, 21e0, 4c50, ascaad2014_017k1, 99b6, 8026, ecaade2016_199z52, ijac201614203p8, caadria2015_246z35, 7f83, 9f67, 7a6b, c36a, ecaade2016_075i22, 1552, 05ab, 04c1, 2db6, 1ba6, 855a, f982, c540, ffc0, b24b, f0bd, de9f, 58aa, 2608, caadria2016_249h11, d0d2, ecaade2014_202s52, d307, 48e8, caadria2016_435o18, 9504, 00a2, e2f0, a335, 51b3, 0380, eec6, 0cd5, ecaade2015_22r4, 6d94, 84aa, 884c, acadia14_507ae, 14d2, caadria2016_125r5, acadia14projects_153ax, sigradi2016_659n, d1e4, ab76, 6a11, 8c7a, caadria2017_118u30, fe74, 09fc, ijac201412205i4, cb4d, ecaade2014_147z33, sigradi2016_694l, ecaade2015_55b10, e556, a81d, 8786, ijac201412402j4, 2303, adb8, 789b, 0f56, ijac201513302h10, f1ea, 85b5, 8595, 3164, 7d3b, bc74, acadia14projects_445aa, 0813, caadria2016_115n5, 1a33, caadria2017_123t32, c5a5, ecaade2016_123e34, acadia14projects_281t, c167, ac03, caadria2016_249i11, acadia14_135w, 0313, f075, e660, f191, acadia14projects_681ak, 648b, 5d29, cc6e, 06ce, 7f51, 78f3, 951d, bf3d, e7a6, 5a39, 1909, ee23, ijac201614204v9, 566a, 1473, 3717, 1eb4, 3889, 30e8, 1917, ijac201614303s2, 8651, caadria2017_051k16, 7e3a, 16a6, 5670, f9ac, 6b9c, fac8, 2274, 936b, 6e58, 9da6, caadria2016_405k17, 9cda, 0c55, a27d, sigradi2016_625b, c44d, ed3b, ijac201412402r4, 240a, 07f2, a307, cf43, 8a10, f3a0, sigradi2015_4.52r6, ad0f, 5769, 6ad3, 24e2, c79c, caadria2017_129n34, fe29, 0a2a, 2e61, ascaad2014_017m9, ascaad2016_057z22, 7ff3, 7bf5, sigradi2014_048x4, 19c0, caadria2017_142c37, ea5a, 925c, 2b03, 4f51, 6b62, sigradi2013_183c, 9ea3, 3592, e4cf, ecaade2016_237c63, sigradi2016_455f, da4a, d3fa, 839b, 4eac, ebf1, b48b, 8e9b, a00c, ijac201513303x10, ecaade2015_207k46, ascaad2016_014l6, c3c4, 72ad, sigradi2014_023z1, 3abb, 5379, 61ad, 1f6a, f61e, 7f82, b10f, acb8, d475, 14e7, acadia14_579g, 8a22, 13d4, 649e, b4fd, f9a1, 2795, da5d, c443, 0ad3, dca1, 93a9, f46c, acadia15_323k13, c4aa, d565, 6bc1, 7e96, fe35, ascaad2014_001b1, f02a, 3231, 260f, 6c3a, a3bf, b599, 0ef2, 1837, 7999, ecaade2013r_009n6, 405a, b683, d5f6, 3c0e, 97b8, ef9c, df39, 27fe, da7e, a37a, 8e16, 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