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 Maher, M.L. and Poon, J.
year 1996
title Modelling design exploration as co-evolution
source Microcomputers in Civil Engineering, 11:192-207
summary Most computer-based design tools assume designers work with a well defined problem. However, this assumption has been challenged by current research. The explorative aspect of design, especially during conceptual design, is not fully addressed. This paper introduces a model for problem-design exploration, and how this model can be implemented using the genetic algorithm (GA) paradigm. The basic GA, which does not support our exploration model, evaluates individuals from a population of design solutions with an unchanged fitness function. This approach to evaluation implements search with a prefixed goal. Modifications to the basic GA are required to support exploration. Two approaches to implement a co-evolving GA are presented and discussed in this paper: one in which the fitness function is represented within the genotype, and a second in which the fitness function is modelled as a separately evolving population of genotypes.
series journal paper
email mary@arch.usyd.edu.au
full text file.pdf (101,259 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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ecaade2016_197g52, 22ab, c554, caadria2015_188s27, d751, 47df, 65a9, 558a, ecaade2014_018w4, ijac201614309u6, ba67, c2ea, 2bcc, ba4c, ecaade2014_052g13, 7a7f, 941c, 1bd4, 6982, ecaade2014_230k59, 29be, 2162, 6bc8, f38d, 2f00, 3eb5, cdab, cc90, 9172, e0e0, b5c9, 4bdd, a38f, fa92, 337b, 5980, ascaad2016_013x5, 0cc1, cf54, de8c, 001f, ecaade2015_115v22, sigradi2014_305l5, 9ced, a6f3, deb9, 1517, dd95, a420, bcdb, 58d0, 6b4c, 0f64, 8418, b5cf, 20c5, 3749, 8fa5, acadia15_357l15, 4544, acadia16_12t1, acadia14_435ai, ascaad2016_031n12, ecaade2015_195m41, 1dbd, 1c9e, 1cd7, 8a28, 9540, b134, acadia14_101p, ee3c, cd5b, bafa, 71c4, 9f3e, e408, 267e, c27d, 2a3c, 3dec, 3da0, ef83, 4a23, 730d, 766d, 6ba0, acadia14_291at, 0e6c, ba0a, dc93, sigradi2013_226r, fe30, fe43, b300, af9a, 0471, 13b4, a2ae, 05e0, 8504, f1eb, f28a, 735b, 1ef2, acadia14_627f, ecaade2014_070l16, 8c6b, 317c, db3a, 94e3, d84c, 9857, 2382, acc3, c87c, e32d, 815d, a538, 5cc1, e67e, 486b, ascaad2014_014t8, 9a77, 97a1, ba69, 3e86, ab3a, f482, de43, acadia16_318i19, 1045, 9ef3, c92c, 9270, caadria2016_197l9, 2238, ecba, 9db8, 8577, 7596, acadia16_206l13, 5550, caadria2015_172e26, 6444, caadria2017_051o16, 868a, 19cd, caadria2015_126z20, 8409, 80cd, 6f6d, 92f1, 51e1, 8b2d, bd30, 5906, 557b, 53d7, 618d, c836, b6f1, 9b6f, a2ca, ecaade2015_144d31, 57bf, 0051, d961, 5d5e, c57c, 79fb, f4a2, e786, 054c, 4300, 44db, ijac201614403r2, ee94, 77a9, e83f, 65ce, ad37, 7ea4, sigradi2015_3.268j5, sigradi2015_8.47j11, 17f1, d507, acadia14projects_579ay, d37c, 9e8f, sigradi2013_400p, ecaade2014_031r8, ascaad2014_032l9, a3d3, ascaad2014_001j1, 81f0, ijac201614102k2, caadria2016_187w8, e06e, caadria2015_111l17, b6e1, 4795, ad65, 9309, 77aa, 2296, 7517, bc25, e3d8, acadia15_263b11, acadia16_130n9, 23b2, ebb1, e252, c0dc, bfba, 74eb, d346, ab0f, 550d, ascaad2016_049z20, b153, acadia16_260g16, 2f97, f0f2, ab2e, c52d, acadia16_116x8, 3303, a504, 9471, ascaad2014_003y1, d9fb, 228c, c36e, 8ac5, 9f11, b030, 1f2f, f378, acadia15_123s4, 719c, 1e99, 9bdb, sigradi2013_238o, 9e9e, caadria2016_651b28, ecaade2015_81n15, 211b, ecaade2016_105b29, sigradi2015_8.186i12, a6c3, d3c8, sigradi2015_3.268d5, 6c17, c8ec, 16e7, 3119, deca, 0790, b42b, 504c, 4202, e026, 49bb, db24, 42ee, ijac201412202s1, b3a0, 6182, a5d7, ae8e, 1c82, 12c7, afd9, ecaade2016_070r18, c024, c48f, ascaad2016_007y3, 510b, ed93, 8e51, 448f, ecaade2014_112k26, 1d0c, 344f, ecaade2015_317a69, 3b9e, ascaad2016_054u21, 3c8c, 09a6, 48ee, ffdd, b5e1, 9844, 598a, 1099, 41f0, d19c, ecaade2016_045j12, 6501, de46, sigradi2016_595mm, 2332, 2f1c, ascaad2014_012n6, ijac201614103r3, acadia16_234g15, 03f5, sigradi2015_6.387s9, e0df, 5772, 111d, acadia14projects_709am, bf2a, 4b74, b019, bc5c, b44e, ead2, caadria2017_174s42, caadria2015_049a6, ijac201614302y1, acadia14_365ad, 69a5, 36cf, b873, 2e18, ecaade2015_55j10, caadria2017_041l13, 0418, sigradi2013_243t, ecaade2013r_012p7, 47ae, d04f, ecaade2016_040v10, 22fa, ab69, e60d, 2a8c, eb5b, 8238, ece6, 205d, f093, ecaade2016_215v54, acadia14projects_445ah, 0d4c, 1578, b857, 1f5a, cade, 023f, 18ca, c559, 7079, c074, sigradi2014_169s4, acadia14projects_117a, c823, 1aaa, a6cd, b13d, sigradi2013_28j, 27f5, acadia14_709ap, f7dc, 92dc, a01c, 6780, 0189, bb75, 4893, 1a9e, 29b4, 442a, c064, 0953, e4fc, caadria2016_333v14, 3292, d9f4, 8d81, 7d63, 7f67, ecaade2014_010t1, 4717, c43c, 87af, e37a, 7568, caadria2017_056e19, b22f, 42b0, acadia14projects_531o, 33ec, 6dfb, sigradi2015_9.347z17, c592, 6c86, b96e, 9ec4, 78da, sigradi2013_263o, 921b, b12d, 4ab5, 61a8, d14c, 0377, 335a, b6fe, a834, 597d, acadia15_137f5, a257, e5e9, 4b41, 8ff8, dcf0, sigradi2014_197t6, 3ed4, 636b, caadria2016_787g33, 7640, 6ae7, ecaade2014_197h51, 72f5, 8484, eca1, c569, e293, acadia14projects_647au, 8e95, 815a, 18ae, 1aeb, b969, ecaade2016_222c58, d360, 7d33, 9926, 862f, 9346, 8f62, ecaade2014_176c44, ecaade2014_224w56, ee03, af0a, ae90, dd23, 8ced, 8240, c950, 1cbc, 7e80, ba07, 67af, 4c44, sigradi2016_490jj, 92a5, 20bd, aff2, 796a, 838c, ascaad2014_004f2, b98b, b7e7, 990b, sigradi2014_075f7, 5822, aa6b, 8150, 5a9c, 7cd0, 9706, e8ac, 638e, f5ad, sigradi2013_248v, acadia16_460w26, 0292, 4a65, sigradi2016_777ii, ec9e, 9ca2, b0e9, 0af9, d2ff, 9f58, ce0d, ecaade2016_095y25, 9091, e10b, afa6, ecaade2014_112i26, caadria2016_125r5, ijac201614204j9, 4ad8, c121, a786, be92, 263a, 1304, a503, acadia14_655v, ecaade2016_023u6, sigradi2015_sp_8.326x30, 98dd, 0bad, 6354, ecaade2015_253y57, 2e10, 273e, 10e5, 1556, 14f6, 7c14, 7528, 3f45, ecaade2015_64r13, 609a, d409, 04b0, 74a3, 04fa, acadia14projects_555c, 86df, 57a9, ecaade2016_198h52, sigradi2015_8.189t13, 746f, 13f5, 5b0b, 94d9, 5dd9, 2bb0, 3e5f, 3a1b, 288e, acadia14_609ag, 76f3, sigradi2014_074e6, dcaa, d70c, b8d1, e0e5, 1fd6, 3241, acadia14projects_479d, 129e, ijac201412306y2, fc41, b5f6, 2383, 7288, 6231, 0643, 9130, e5b9, 0c9f, 2459, 4c0c, 3e64, caadria2015_126g21, d11e, 94ee, 79aa, 2bc1, 4430, 0d3a, 21b5, 13c8, 7987, 6ca8, cb6b, ab11, ac02, bd5b, 67fb, 3e80, 6db9, 3b5c, 0da0, fb21, 0106, c0b3, ecaade2014_194b50, e70d, 9947, sigradi2016_770m, 4507, 8586, c411, f3e8, 9e08, 4992, caadria2017_021n8, f1c8, a0f4, sigradi2015_12.215m27, 70ca, acadia16_432m25, eb20, 0811, 3f3c, 35d6, ecaade2015_196d42, 814d, 425c, 94fb, ascaad2014_004m2, a5bd, 0ebb, ecaade2016_047f13, sigradi2016_773z, 5983, 5e8e, ebe8, da84, 5419, 55ee, 6cbe, ecaade2015_235v53, a07f, 9bd6, 36a9, ascaad2014_017n9, 0197, 7016, caadria2017_051p16, 234e, ecaade2014_023e6, 20c4, 630f, sigradi2014_097l8, ecaade2014_096z22, sigradi2015_10.378f23, f037, b566, 33f3, ecaade2015_21t3, 751a, 74ed, f8b0, d823, 5438, sigradi2014_252u9, 3f3a, 0bcc, 0469, acadia14_445aj, sigradi2016_507vv, ijac201513206n9, 23c9, 103c, f418, 38d5, 8c24, 318b, ecaade2016_068m18, a5a3, d945, 64de, d30e, ijac201513102n2, d13e, aca2, 30b7, sigradi2014_151j3, 6559, 10b1, 6caf, 12a9, 6405, 106a, 07d4, e3ec, 6e71, fbdb, acadia16_54x3, da50, 60d0, c861, acadia14_699m, ijac201412408u2, 38c9, 3bdf, ef60, 6306, b8b6, 679c, 102c, 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sigradi2014_266a2, 405b, 5b35, 7cfd, e6cf, e30a, 651d, 17fc, 0ab7, 3ac4, acadia14_145v, sigradi2015_8.41s10, 35ec, 1bed, 534d, 25f2, 4e3c, 1af7, 3f48, 64b5, ecaade2016_006t1, b4d5, 3a30, 53f8, acadia16_478g28, dd6d, 8790, a216, aa20, 8a09, 694f, 08a1, c0de, 9460, d4d3, f0b7, c778, f031, ecaade2016_225y60, 838a, 2c40, eaa4, b23e, e56c, 3ced, 0334, 133b, 7f82, 26e7, ascaad2014_022n4, caadria2016_477v19, ce47, acadia14projects_671o, e899, bae3, ecaade2014_016d4, cfc0, eb98, 6c90, sigradi2013_111p, 545d, ijac201614307f4, e653, caadria2016_703o30, sigradi2016_803q, 8043, 26ce, ecaade2014_057j14, f0e5, 55f6, caadria2015_078c11, acadia14_601y, fbfa, ff34, ecaade2016_021d6, 5c4e, 7ed8, ff9a, a95a, ecaade2016_165t46, 8bec, 2715, 8e7b, d89c, 0263, f47f, 60f5, 4246, 6a39, sigradi2015_sp_10.179h31, 9f7a, 5ccd, ec4e, f0b2, e706, 3d07, b763, 6ddc, c016, 8f68, acadia14projects_177ad, c919, 0f4b, ed6b, 5fd7, fd87, ecaade2014_214z54, 0062, 64c4, ecaade2015_55a10, f659, cfb1, bf79, ascaad2016_009n4, 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ijac201513105z4, caadria2016_851s36, 613f, 131d, 4887, ed87, 983d, 7029, b0f5, 42c2, 3ceb, 54ed, 6429, 7b0b, e352, ijac201513105b5, ijac201412303f9, b073, ecaade2014_192f49, 769c, 4c49, daee, ef42, 9d50, 8457, 39e0, fae7, sigradi2015_6.329v8, 38aa, 711d, f345, ad34, 2cb1, acadia14projects_189ak, 9239, f690, 2320, dcac, be2d, e625, caadria2017_067g21, e139, c4cf, acadia15_357n15, ecaade2016_047h13, 134b, caadria2015_090z14, ijac201412307l3, d7cf, acadia15_483l21, caadria2016_301u13, 58c2, ecaade2015_21c4, 80a7, d824, 8d16, 2f24, 899b, 2c79, ecaade2016_108r29, 2edd, 8084, 7d1e, 73b7, e153, 03d4, sigradi2014_213m7, 978c, 9b92, 2e55, ecaade2015_82y15, 6d22, d0e8, c962, 5c63, 57d9, 8566, c8ea, 0308, 0251, 4e6a, 51b6, 4ccd, 903b, acadia15_211s8, dd12, d5c6, 3aa3, b440, 26db, ef4f, 5df0, a18b, 3b60, cc67, 07ab, 88d0, 6aa6, 4c54, 680e, 33ea, 3ef1, caadria2015_185m27, b017, 0f22, 7a16, b932, a381, 34ea, f8d9, acadia14_601ad, 8463, c5ce, 13ad, sigradi2016_625c, acadia15_343d15, a881, 0b68, acadia14_497s, 0865, 1954, caadria2016_713v30, c975, 01f8, 0bbb, ac6c, 03d0, sigradi2014_345f8, 9a8d, 0b84, 9095, ecaade2015_100u19, 4492, aeb9, caadria2016_105h5, b42e, cb25, b47c, ascaad2014_033w9, 974a, 143a, 8440, bad7, 4334, ecaade2015_284w61, sigradi2013_74d, dd15, ecaade2013r_011b7, 014f, 201d, 0176, 099e, bacc, 4e5c, b94c, aff1, 765b, ecaade2015_25m5, c631, sigradi2016_420zz, 727e, 0e80, 2960, 1a2c, caadria2016_663l28, f4cd, e800, e463, 54c0, 0dd9, f279, 4b79, 05ae, 1220, d2cc, 6d52, b16e, ijac201513105k4, 4370, 2fb2, 83b3, 6c23, ascaad2016_034j13, 8eda, 06a5, 8c93, e20f, a657, 541e, a808, ecaade2014_104t23, 0a04, be0b, sigradi2016_382aa, caadria2015_086i13, 0cb7, 923a, acadia16_196b13, 0c23, bda7, sigradi2013_260, 950b, acadia15_110a4, 02a6, ecaade2014_192i49, 1ed6, 5366, 58b4, c300, ffca, 5d31, d674, b12e, 820e, 3c64, ecf6, b56a, ijac201513205h8, 63c7, d9e8, eecf, caadria2016_683z29, 1b57, 6e4a, 7a5e, 7751, acadia15_185s7, 52d0, 57cf, bad9, aec6, ce66, b9ba, 40f0, 12f4, 5c87, f288, 8dd9, a6d9, 8ec9, ff76, 1cbe, 4714, caadria2015_109w16, e7d7, 9222, 5976, e999, 0bc5, e4ae, ea15, ff1d, 05bb, 0dcd, 0740, 2c50, 8b71, 6c6b, 5d2a, 5814, 746b, 1b12, b02b, 0e90, sigradi2015_10.140g19, c5d3, 498b, a3a4, caadria2017_067h21, b0cf, sigradi2014_281d3, ba24, 8d49, 7036, 1c89, 8581, 17ed, caadria2015_081o12, 4080, e1db, caadria2017_118v30, ecaade2016_161z43, d3e7, caadria2017_023b9, 9d8d, caadria2016_683u29, badc, 874c, b9e7, b9e5, 1c7a, 4369, dbe7, 00ef, af20, 1848, sigradi2013_393v, sigradi2015_3.209c4, ecaade2016_070o18, a662, 1c98, ff6b, acadia14projects_389ay, a689, 8f88, 1c8c, 356a, ecaade2016_223z58, caadria2016_579m24, 4428, 5bf8, 88bb, 43ec, 845d, sigradi2013_303n, a676, fa7b, ecaade2014_226e59, 1750, e395, 7850, f692, b828, 9aaa, 0325, f678, 35c7, 818d, 4efa, 4400, 9bea, ijac201412305g2, sigradi2014_132o1, ijac201614102e2, c478, acadia14_619ag, 8fb7, 8400, f431, caadria2017_095h26, b65b, c5fa, ecaade2016_224z59, 320e, ecaade2014_196c51, ac97, 7fab, 0c49, 39df, ecaade2015_241w54, 057f, sigradi2014_042l3, sigradi2016_441ii, f122, ed20, sigradi2015_9.347m17, ae44, 9e8a, ascaad2014_015a9, 6a0c, 1f1d, 7227, 95a6, sigradi2013_289, a291, b2d1, 160d, 7092, 8f23, cdd3, 1aa5, 503e, sigradi2014_015i1, 39ee, 0d91, dc44, 2cfa, e384, acadia14projects_589c, b6ca, ecaade2016_164r46, 1898, a394, 5257, d9c7, c2bf, 00a3, 8759, 3a41, ecaade2015_83l16, b778, ascaad2014_014f8, ecaade2016_075x21, 3ddb, ab61, sigradi2013_112f, 07f9, 94c5, 2c3b, 29b1, a884, a6b5, sigradi2013_194t, 300e, 3376, db29, 77e1, 7156, sigradi2013_280t, ce41, caadria2015_126x20, d524, 41be, 2559, 6680, 95cc, ascaad2016_031o12, ecaade2015_250j57, cf4a, e784, bc2c, c57d, 13a1, 2367, ff2f, 2d60, a850, caadria2016_013h2, a784, 7db4, acadia14projects_589j, sigradi2016_399e, acadia14_565l, a7a0, b983, ec7d, feaf, 0632, 142e, ddf1, caadria2015_114n18, 79e3, feea, 1fee, aadc, 6640, caa5, e60f, sigradi2013_189r, 2eb6, eb01, 40d8, sigradi2016_356i, acadia15_469m20, sigradi2014_345y9, e3e7, 6a37, a286, 8ed8, 31e5, 9ae4, c357, 363f, caadria2017_122w31, acadia16_62d4, f76b, 12a7, b733, 54db, 3782, caadria2016_383o16, 6af6, 3f75, caadria2016_383s16, 8f3a, 9e4a, e2ac, c992, 9669, 023b, ecaade2014_186b47, 1eb3, f52c, d422, ecaade2014_084l19, 7410, sigradi2014_263g1, sigradi2014_132u1, c72e, e87d, ebb6, 641d, 90d9, sigradi2015_8.328i15, 5bad, ecaade2016_067k16, ecaade2015_177a38, dd58, 41b4, ecaade2014_021v5, acadia16_88s6, 79f3, ecaade2013r_018k9, f514, 3ac2, 5381, 070a, 05af, ce20, fcab, 2198, af2f, 5150, 09b2, fc65, d308, cf06, 0826, sigradi2016_602k, ecaade2014_194h50, cb3d, acadia14projects_435c, bad8, 97c8, 0f14, e428, caadria2017_101m27, 193e, sigradi2015_2.162r1, a14f, edc8, sigradi2014_345g10, d66e, 6325, 1780, a228, 531d, e4a7, caadria2015_213a33, 3be0, 155e, ea21, 61a6, e100, 2a31, dd02, 8488, 9154, f433, c248, 52bb, 5c2f, e812, ascaad2016_002m1, d92f, b36b, c050, e9af, 291f, faef, 38a1, 2fd8, 5271, e23f, 4c94, cd1e, d53d, d5a4, ecaade2016_017m4, acadia16_206r13, 362a, d90c, cb2d, e296, ijac201412406j9, 26e2, 5a3b, f032, 28dd, ecaade2015_221s48, 8804, 9d20, a922, 1325, ijac201614205j10, 4593, 7dc5, 7e36, f80a, f0fc, 58e6, a0d7, ecaade2015_279z60, acadia16_470d27, 6e35, a41e, ecaade2014_194u49, caadria2017_147v38, 5007, 5611, bb24, caadria2016_239e11, b63a, caadria2016_167b7, ecaade2015_138x28, d5cc, 9f47, sigradi2016_356g, bcb4, 5519, ascaad2014_010r5, 52c7, 8ce9, ffb0, 9f48, 86d3, 4477, ecaade2016_111t30, 2d72, 7688, 21a2, d206, d5aa, 3658, 12f2, b1b7, caadria2016_229s10, 6bf6, 9c66, caadria2016_517g22, acadia14projects_565t, 5ed1, 7a18, caadria2017_046j14, 97d4, ecaade2015_59u11, 2599, sigradi2014_213z7, 98ef, b021, 22c4, 1975, ecaade2016_016i4, 3fe0, sigradi2013_95o, 572c, 361d, 985f, sigradi2014_213t7, ecaade2016_237f63, c946, fdff, sigradi2016_602xx, 59ef, 4962, c720, aae1, caadria2016_497w20, 4edb, 9837, 8627, ade7, 1ec5, ijac201614301b1, beac, ecaade2016_230w61, 33a1, 967e, 243f, b7de, 942c, acadia15_123p4, d33d, e43b, a3d5, 4b30, 8c80, e643, caadria2017_081r24, ecaade2015_13n1, cae1, ac2d, 259e, acadia14_627e, sigradi2014_266j2, ecaade2014_030k8, 2a06, edf7, 52ea, d3d1, e724, c976, 3574, 73d9, ascaad2014_019h2, 2adf, 34ac, ee0e, 044e, caadria2017_029o10, 6fc2, 9ccb, d92d, dcf8, 203c, 147a, 12f3, 5e7c, aa23, 2823, 17c4, 1202, 947f, 5f60, 1668, b2df, 5267, ad76, ijac201412301w6, ab18, b887, 3f85, aafc, ff2e, cc12, 6b90, ecaade2014_057e14, 2f20, 7812, 2191, c2d7, 70a1, eef9, 97a8, d166, d5a8, acadia14projects_497z, 78aa, 1ae5, 8369, b616, 94be, ffa2, bf66, 9fe6, 9227, 179c, e316, a2ac, caadria2017_104a28, 21f9, 7a0f, dfaf, 0e59, caadria2016_611y25, 9fc2, 7c72, 442e, caadria2015_064s7, 25a4, 90b9, 76aa, 5684, 3321, 8e41, acadia15_497r22, 6bb5, c458, a25e, abe2, 6589, 6170, a5d8, ddd8, adc7, sigradi2015_9.152m16, b74e, 4cf0, 740d, 4a13, a09f, 0cc5, 79fa, 66ed, 9ffd, 62c4, 292d, 8a23, 02e7, 9962, 2f2f, a32b, sigradi2013_407j, acadia14projects_655ad, 5743, sigradi2016_770n, 5f68, caadria2017_023a9, ecaade2013r_005h4, 399d, ecaade2016_199w52, 5ebf, 10db, fde8, 6160, caadria2016_157u6, cb69, 58a6, sigradi2013_359i, ascaad2014_022g4, baf1, fecb, 556a, 8a04, 489f, 90b0, a1a9, 93bd, e7fe, 4157, 06e1, 8819, 95b2, 1972, caadria2015_124s19, 88a6, 3c84, sigradi2016_449nn, 4ae7, f0c0, 01d0, sigradi2013_155g, bad0, 955d, f09e, 7a94, 73b6, 9856, ba16, f350, ecaade2015_180y38, 2b9c, acadia15_451t19, 3163, acadia16_318h19, 68b3, d90a, e23a, sigradi2014_347t10, 9e2b, a083, fcc6, 3f4b, 1fac, caadria2017_003z1, ascaad2016_041f16, c79c, 5b86, 2ebd, 85b9, a053, 0d59, 2923, 8ee8, 1288, sigradi2016_686uu, ascaad2014_008z4, da30, d8d5, b59d, 66cb, a651, 5c3f, b541, 3379, 836d, 2661, b3cc, 7ca9, aaf9, ecaade2013r_003l3, bc19, 80d1, c27b, 27e8, 89a7, 0734, 5998, 9d1a, sigradi2015_3.268c5, ecaade2016_198l52, b349, 54e4, acadia14projects_135u, 3543, acadia14_531o, sigradi2013_285z, 759a, 8d4b, 0610, fb09, dfa9, 27d7, d4ab, 252a, c1fd, dc63, 3ab6, sigradi2016_530gg, 3377, 4f11, e55b, 2160, 7f52, 291a, a21a, dcc6, b6d9, 064b, 3f79, 8358, 6f1c, 116e, 0e45, sigradi2015_12.215t27, 2a37, acadia16_72a5, b04e, 0487, 7118, 03fa, 3e30, 7d73, 1262, 3a25, e4dd, aa2a, 3ee9, 7e5e, 52a1, 7492, 2a23, bb81, 4ad0, a33a, 6af5, 5394, e3aa, ae14, d3aa, d761, ee44, cdb2, 9eb4, sigradi2016_659y, a748, 2ee4, acadia16_12m1, 1aa0, 6dab, ec5b, d131, 80f8, 16bb, 58c6, 432b, ac0f, fd0f, acadia14projects_555i, 1b2b, e525, 8bc5, acadia14_579i, 34c0, 9c8f, bd48, 9ad7, 22d1, a8db, ecaade2014_055u13, 5602, 2343, 6ba3, 5962, ecaade2016_140l39, cb9e, 76e4, 1e74, ascaad2014_024f6, e407, 1577, fe69, fba2, acadia15_161n6, acadia16_280y17, 7c99, 3b0e, ecaade2014_180d45, e54b, 3cfe, d477, ecaade2015_227s50, 9811, 4d1e, 8d19, e1d2, ascaad2016_057l22, ba50, 286d, ijac201614105p5, 9325, acadia14_63ah, ac43, caadria2015_016o3, ecaade2014_153m36, 838f, b451, 94d2, f712, afcc, d293, acadia14_589h, 6bb1, f9cc, 7d4b, af16, 0cbe, d55e, ecaade2015_87x17, b044, ijac201412303g9, 316c, 9173, 74c9, 18a3, 520c, 5919, ecaade2015_314f68, acadia14projects_79ac, 5b13, 27ac, 62b8, 680d, c48d, bf51, ecaade2014_186n47, f8d3, acadia15_251i10, caadria2016_209u9, ecaade2014_168k41, ca30, ijac201513104d3, 6d5f, 9599, 6cd0, cb66, fe87, caadria2016_601e25, c874, e8c3, 0a75, b5ee, 4e82, 0073, ecaade2014_233k60, 1b0b, caadria2016_829d35, 90ac, cf3c, ae5c, ecaade2015_170s35, 0294, db91, 1920, 8c3f, 9ba8, caadria2016_797m33, 1399, caadria2015_194t28, 248b, af52, 93c5, ecaade2016_072t20, a4d2, 20c2, 7244, 89a4, 904a, caadria2015_142j23, f965, ec11, 9a48, sigradi2013_401g, acadia14_399am, 65c6, bb5d, 292a, 6064, e84a, 1ccc, 76af, 3e48, caadria2016_095o4, f780, acadia14projects_671x, e57c, cdee, 47d3, e331, acadia15_123x4, f1bd, 6eab, 0888, ba3e, ecaade2016_027b8, ecaade2014_194p49, c989, 621b, 4e93, eccd, 334d, e69a, b230, sigradi2015_8.27m10, 95a8, 4764, caadria2016_105y4, 96a3, 4e86, 07d1, 0da6, aa63, 64d7, 9679, 82d8, a1d1, d125, 18ed, sigradi2014_097p8, eadc, acadia16_184p12, df2a, c8f1, sigradi2013_41k, 7437, 2745, ecdd, 4e4c, 4a7d, ebb3, b979, cc42, e9f6, c15a, 3cf2, 9283, bcdc, 47b8, ce3b, ascaad2014_009h5, 13b1, 8339, c510, 2cd3, 75f0, ca17, a479, e1ba, 68dc, ecaade2016_123z33, 07eb, cf93, b0f8, 1b31, 8eaf, ecaade2014_232u59, 1c87, ecaade2015_319h70, caadria2017_070g22, 4d3b, b47a, 8b14, edfe, 1d1b, 8a79, a2aa, 3ea7, 3f83, 10f5, 30dd, cbac, 6177, e104, e929, sigradi2014_186a6, 0654, 637d, 96cd, d363, 1a57, aded, ad60, fef9, d516, sigradi2015_10.7e18, 70dd, f05b, 7c70, ecaade2015_196m42, 4623, 7705, 2cdf, ecaade2016_071t19, 0534, 02a4, 9666, ijac201412408d3, caadria2015_209x31, d831, 590e, ef2e, c266, caadria2015_213r32, 3253, 088c, ecaade2015_229c51, 8b5f, 9adc, 5742, 7a1d, b9a3, cb0c, fb65, ascaad2014_022i4, ascaad2014_019l3, c1ad, be78, 9f6a, e70e, 269c, 5ec3, 6bc2, ecf8, ecaade2014_052i12, 7a70, sigradi2016_408bb, 3b7a, acadia14_23y, cc79, 7507, 2088, 63ce, 7e27, 7d8b, sigradi2014_157c4, caadria2015_203r29, 2fd2, 4ba4, 1e08, 7018, 373b, afdd, acadia14_409m, fe51, a731, acdd, c452, ebf5, caadria2016_311x13, 0f84, sigradi2016_685nn, b818, 87cb, 2caa, 5e87, 8902, 4353, d896, 4736, 996e, c8a7, 4957, acadia14projects_579k, f11a, f57d, 675f, 6ef4, a74f, 6145, 0f6c, 5e86, fa4c, ce07, 4726, e3d7, b26d, cebb, 4c01, 5629, 960c, 88dd, 17a1, 3fcb, da5b, fcf9, 6d82, ijac201412301u6, 49a0, a82b, 9a9b, dd2b, sigradi2014_157d4, d5e8, 6057, db3b, 795b, 5907, a87c, 9550, ee88, 92d5, e9d6, 1af5, ecaade2013r_008n5, 6665, ecaade2015_61x11, 6700, aa67, e466, c4e9, ecaade2014_151x35, d09b, 3d7c, 78b2, bbe0, 0283, 16e5, 0a8c, 88cc, e6d6, 13cb, b625, d0cb, 7ae8, 8026, 59aa, b55a, f881, f259, cbee, bc71, sigradi2014_347o10, 26cd, ijac201513206t9, 20bb, d6cd, 4ad7, ecaade2014_141i32, 713f, ecaade2016_237g63, 7683, dd8e, acadia15_161h6, f5c9, 271a, 5624, 7f85, 7ee3, fb0a, c852, b855, 284b, 9033, 0acc, e749, 8f78, 065f, d906, 39aa, cdaa, bf05, a989, ecaade2016_089x24, f17b, da93, acadia14projects_199aa, 12b4, 4e5a, f38e, acadia14projects_409o, b609, 1cd4, f0ba, 144c, caadria2015_084w12, ecaade2016_164k46, 6bc7, 592f, caadria2017_009o4, 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1f6a, 76c7, a229, ecaade2016_018w4, 64a0, 6465, f2bd, d52f, 12fb, 4b53, dd26, ea2d, 663d, e270, 5f5d, acadia14_445ah, ea4e, ecaade2015_83e16, 802f, 6a87, 6e43, acadia14_33ah, 44c3, f69e, ad23, 8bbc, 7a57, 8930, f285, 82e3, 0ca4, 3916, a71b, d928, e5a2, 6b5d, acadia14_333ax, a75e, 90db, acadia14_691az, 4e25, 029c, 2056, acadia14projects_375f, acadia14projects_115ak, 51ca, 1e7e, b8d8, b6bb, ijac201614103s3, caadria2017_123t32, b1ef, 95da, b549, ascaad2014_016h9, 56a8, acadia14_435c, b699, c731, 125d, 83b4, 09c9, 6b02, bd94, 6d47, ecaade2015_196t41, e0bc, acadia15_297e12, caadria2017_165p41, f888, b56f, 969c, 7283, acadia14_23z, b70d, 3a54, cf36, fac4, 9025, 1d30, ca14, 008e, 49dc, sigradi2013_305g, ff8e, acadia15_69p2, 2ead, 18fc, 3dac, 4cfa, c755, fb16, 3c4f, 4243, a61c, 727a, f399, 0498, 489d, d836, 618b, 467b, 249e, 63c5, a22e, 7445, ef1a, d2fc, b8a0, 64ec, e7a6, sigradi2016_484ww, 22e7, 9b27, 45fc, acadia14_125z, d777, 8bf8, ecaade2013r_003h3, a272, 2bdc, dacc, 05ac, c61c, 9e20, 6e63, 3104, 8667, 5b0a, 8170, f9f2, 2d01, 5d7c, 8887, 8b53, acadia14projects_257aa, 5794, dd81, sigradi2014_049l5, f3f2, 213b, 283e, cf3d, sigradi2016_816zz, 7e38, 2d95, 11de, 07e0, sigradi2016_560cc, acadia14projects_627au, acadia14_199ab, 4333, 04b6, acadia15_483g21, caadria2017_145f38, 5264, 9e19, 722c, 4731, acadia14projects_517s, a2b3, c747, ecaade2016_222r57, c1b6, 6a07, 491d, efbc, 79d7, aa5c, 8603, c515, ecaade2016_242m64, caadria2017_185v44, 5ae9, bd74, 584e, 19e1, c499, 6f3c, 1d02, acadia16_130o9, add2, d5a1, 036a, 80de, 88a9, 6b34, 4851, 3bb0, 297e, caadria2017_142v36, a742, 9dec, 5762, 0bf5, a995, sigradi2013_342n, acadia16_224a15, 9ede, 9dfd, 28cc, sigradi2015_6.151g8, caadria2016_435t18, bbf6, 9677, 91a4, 7a6c, 5b85, ijac201412404c8, 2656, e2d8, 02f2, 388d, 8370, 5046, 8eb6, 43e4, 3238, 6ac4, b324, 3647, a162, ea76, a283, e72c, e075, 6e37, d06f, 53f7, c869, 5f69, acadia15_137g5, 9c45, 8e5b, ab9a, 5fb7, 883e, 78c3, a84d, 1dc9, 2c17, ijac201412303g8, ascaad2016_010x4, 7ab7, 6549, 80d5, e2dc, ecaade2014_186o47, bccb, 8125, f6a9, dead, ecaade2015_285s62, c3a8, caadria2015_124t19, 726e, bd51, 86d7, f25f, 17ef, ffe4, 5802, caadria2015_124e20, a12e, 61cb, 3102, 4c96, 740a, ffa9, e5e2, 2841, 82fd, eb47, 9bc9, 4d6f, 57a4, ijac201412408o1, 4fd3, ecaade2016_190z50, 4ac4, 3bd9, 612d, ijac201614202n8, ecaade2015_336z72, 7de2, be54, 31f6, ecaade2015_138a28, 18b6, 96af, sigradi2014_314r6, e002, 86f4, b1f1, 7475, 6304, d5dd, ecaade2015_61k12, a241, 8c46, d660, 6b4b, 622f, 95ba, caadria2015_065b8, 977a, acadia15_343s14, 9cef, 357c, a743, 6902, dd13, caadria2016_477d20, acadia14_453g, 4447, fec9, 8ed1, 86f0, 91ec, 3f3b, 3eac, b6d8, 74c4, ecaade2015_215o47, 32c1, 924e, 6ece, dd5a, 4aa0, acadia14projects_579e, ecf4, 68d4, 239c, 6e96, ba6d, 7121, 1dd3, 600e, ecaade2016_213k54, d56b, ascaad2016_035t13, bdcf, sigradi2016_381p, 69d2, d9d7, sigradi2014_330h7, f143, 26d3, 14e4, dba6, 3415, e863, 914b, 3ee5, a707, cd5c, e74e, 2dba, sigradi2014_339z7, 0f33, b4a0, acadia14_63aj, 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ecaade2016_222j57, 55cf, 2c8a, 2503, 7736, sigradi2013_359l, c4c7, 00d0, 5bb8, f6b3, ecaade2015_136o26, sigradi2013_111s, d1eb, 1400, 7894, e3d4, 2801, caadria2017_174u42, 855e, ijac201614403t2, 1075, 8dfb, baab, e4b9, d758, 2301, 1164, f7cc, 547a, caadria2016_517b22, sigradi2014_082u7, ascaad2014_025j6, 37d5, 43cc, 508a, sigradi2013_244s, ecaade2015_336e73, 52c8, 1594, 9d72, 2064, ecaade2016_bkou65, caadria2016_135z5, 8d9b, 8177, f61a, c145, fa82, 1beb, 7d7e, 9c25, c92a, 9583, 7e23, acadia16_362m22, 6181, caadria2017_028w9, fcd1, 3726, sigradi2016_440gg, 1752, 9f9d, sigradi2014_214d8, d05c, d426, 27ab, d8bc, df02, ecaade2016_021f6, 8fdb, caadria2017_122s31, a919, 080b, 9ce3, 3c6f, 330a, 4070, 7477, ascaad2014_036y1, 556e, 929c, a7f7, 3222, d0a1, 3b84, 12ce, 6331, b88c, ecaade2015_303v66, 4c51, 5153, 845f, 094b, e6c0, ijac201614305h3, b5e5, 471b, 4add, sigradi2013_386m, 6782, e557, 73fb, 9486, 49b3, 4884, 3388, 1f23, ijac201614208u13, 1827, 1922, 56c9, ecaade2014_010m1, 85fa, 883f, 24e6, sigradi2015_9.152o16, fd66, 03f9, 507b, 3df3, sigradi2015_11.165v25, 0244, ecaade2016_110d30, b1f9, 9dbb, 63d9, 98ce, 0a7c, caadria2016_641r27, 8bc9, ijac201614208i14, sigradi2014_047p4, 869a, ecaade2015_61z11, 8da9, cfbe, fb30, 2d76, 4b5e, 725a, 26ed, 4e10, 1cef, ad09, acadia16_382x23, acadia14_435am, 94dc, 8bac, 4c33, 5b04, f869, 56f2, 1a5a, e49f, e94d, ijac201614407c5, 3e8a, 7226, 8778, bc83, 5086, 4200, caadria2015_087h14, 836b, 554f, 9ad9, 6c12, ecaade2013r_018x9, 1735, caadria2016_745x31, 4c7a, sigradi2013_95p, caadria2015_043j5, f7c1, f470, 96e3, 248d, ddaa, 0f1f, 8e61, 5c73, acadia14projects_435ac, dad4, 9196, 7c2b, 325b, 1bc0, c8b7, 4d2f, sigradi2016_515g, 2ab3, baba, c256, 4ec1, ijac201412306c3, 7735, acadia14projects_565s, acadia14_531s, eb4e, 63d2, 8cd0, 25ba, 0e40, 5384, 1069, sigradi2014_021u1, 4a15, b6c4, 8d45, sigradi2016_455e, e451, 8b76, 6105, bd33, ecaade2015_229g51, d75e, acf0, 0067, f94f, 706e, 0075, sigradi2014_345g8, 01ec, 20fa, f578, 9b15, ed82, 42ce, acadia14_101am, 3643, 6fac, bb7d, 3c1c, acadia15_137n5, e89e, 2166, 1993, 3d94, 510a, 5e14, d8c7, acadia14_281t, ecaade2014_156b38, f0bc, b0cd, dc5d, 2226, 92ba, 53a5, 7dc3, acadia14_347av, 3be6, 235e, 4999, 4363, a26a, 30ef, 36d6, acadia14_427am, 9821, 7b46, ascaad2016_028i11, 4586, 4444, 7d03, 57f8, 010c, 6554, caadria2016_507f21, 8d4a, baae, ecaade2015_138t28, 88c8, d048, ecaade2016_102m28, fc34, f77e, 683f, 8d2d, cc57, a6a3, 7b2f, 28ad, eb51, c20e, cdfb, 7829, dd76, c527, 12a8, acadia16_318n19, 0588, 2375, caadria2017_095e26, sigradi2016_426d, d518, 2eca, sigradi2014_263e1, sigradi2016_654xx, sigradi2016_443zz, 4d8c, a9e1, 4ee3, a2f3, ecaade2014_022y5, 4391, ecaade2016_006y1, fab1, bfdf, d165, 8c6d, ecaade2016_067y16, e0d7, ijac201513205s8, 883b, ff13, 0640, 7583, 59d7, b0e5, sigradi2014_018n1, 90d5, dcc9, ecaade2014_066v15, 62bd, 38cf, 1a66, 1943, 25e4, d9e0, 7f1f, b756, 5d93, 5e0a, 1be3, c51b, 6dca, 5e0e, c797, 3862, ascaad2016_011g5, 4922, ce93, 1d9b, 4721, 6c43, d35f, 97df, c073, 05ed, 32f2, 6eec, 605b, f5de, cdcb, 4daa, ijac201513201y5, c574, aa83, 7350, ascaad2016_004g2, f9c7, caadria2017_142r37, 8669, 49de, 23fb, acadia14_63ai, b8ce, 3acc, 2e0d, 60f7, ecaade2015_173g37, 908d, caadria2016_311z13, d740, bdfa, 2869, 020a, 90c7, e003, 3561, 6c97, 4f66, 7940, acadia15_297w11, 2c3f, d5da, 6d14, 2f16, 6451, caadria2016_095z4, 380b, f883, 2c6e, ecaade2016_217e56, ijac201412305n2, eea7, 629b, acadia14projects_229h, 94aa, 0a99, 5825, f662, cd1b, 8c28, d0eb, 9a76, ascaad2014_035p1, 3332, 996d, 103e, 91f6, 690f, ecaade2016_063n15, 4604, 5b92, 8fe8, 559a, bd61, b87c, c060, ecaade2015_116h23, a777, caadria2016_457g19, ijac201412202u1, ecaade2015_200t43, 35cf, 53cd, acadia16_478y27, 58cb, b912, c5d7, caadria2017_129w34, 8041, caadria2017_003g2, a112, d4ff, sigradi2015_6.151d8, 16ed, 7232, 1874, 49d0, 178f, ecaade2016_098f27, 81e1, ecaade2015_38j7, c4a1, ijac201614102o1, ecaade2015_318y69, acadia16_196d13, 4ae5, ecaade2014_198r51, 8626, ecaade2014_065a15, 1cdc, sigradi2015_3.201z3, ecaade2016_198m52, 38b8, caadria2017_018x7, 63b9, 77e0, c86e, 6ee4, 03da, c704, 27a0, 3a38, a5b5, acadia14_63ao, 9d6c, ecaade2014_159l39, sigradi2016_590r, c5d1, ecaade2015_178d38, 9b96, 1632, 9e46, 7963, 9c63, f79f, dd24, ecaade2016_185h50, 5d43, e07f, 032d, 5533, fe14, a821, 1d0d, sigradi2014_273p2, ecaade2015_25f5, caadria2017_023d9, 1c01, caadria2015_122o19, 7b20, f3ec, 7f31, 40ea, 8152, sigradi2015_3.43l2, 00dc, 40fc, c3f2, 2f4b, df7e, dcd3, ed21, 1000, d5b7, 2f78, ecaade2016_023n6, 16b7, aae5, 0086, bfe4, 655c, d9a9, 0120, 870c, 920a, c99e, caadria2016_851k36, aba0, 7642, 2aa9, bf8c, a41d, cfdf, cc54, ijac201614208u12, 75bd, 8a6c, 80c3, 9d88, 5318, cead, 46ef, d926, 7fa9, d2de, caadria2016_819m34, 0f28, 46f7, 65e3, b76a, ijac201614303z2, 41c7, acadia14projects_375e, acadia14_347ap, 54ee, caadria2016_579z24, 9f41, sigradi2015_6.387v9, 204d, 236d, 01b9, ad89, 107d, 2dc0, 5117, ijac201412405t8, f085, c23c, 5de7, fb24, c8ee, 87f4, e4be, 24a3, ecbd, ecaade2015_248a57, 6f32, 5e11, d63c, 8421, 5d74, e5b1, 72a9, 66b6, 9234, 6346, 65bb, f065, b663, 63e2, 8502, caadria2016_023m2, acadia14projects_75b, 9b32, fd03, 081f, acadia14_647ay, 75dd, bedf, b31a, 5245, 05f1, df32, 2d87, 2f93, 3ef6, bcf3, 368f, 0c9c, 5750, acaf, sigradi2016_484n, sigradi2013_429p, 5473, caadria2015_190o28, 299a, 30c5, ecaade2015_269n59, 7c0b, ebce, a95c, 68c8, f85f, ecaade2013r_008s5, 2fbb, dec8, c82d, cf71, 05c9, acadia14_219ay, f86c, ijac201412205w3, 5152, 846f, eae3, c9b8, a66f, 5c78, 277d, b68f, 141b, ba71, b21c, d16a, acadia14_167aa, 5abb, 2e67, sigradi2015_11.71f24, ecaade2015_206r45, sigradi2016_771u, ad35, e2e5, e4af, d6ce, c896, f777, 6bff, 9cf9, ecaade2015_33b6, 5377, 5eae, e5c8, 4afe, acadia14_339av, f92b, b741, 882e, d299, e429, 41c8, sigradi2015_3.111g3, bfa2, 1c76, 8c1c, 3813, 313f, sigradi2014_276u2, 7bd2, a6ee, caadria2017_051m16, 330e, 47e2, 63de, 686a, acadia16_206p13, 21a4, a763, a5f0, acadia14projects_375b, ecaade2015_177w37, b94d, 2863, 11ea, acae, 0843, 8df2, sigradi2016_470w, a964, 3a52, 1cf9, ecaade2015_130d26, sigradi2013_131f, ecaade2015_79k15, 282a, acadia14_199am, ecaade2016_191e51, aec7, ecaade2014_168c42, 6dde, ecaade2014_010z1, fb8a, d527, ecaade2014_038r9, 2b31, 188b, e461, 5200, acadia14projects_549z, a636, caadria2017_165o41, 2324, f38a, f445, 4c58, 4b6d, 0152, f0b3, b919, ijac201412302i7, 9fe4, e281, e6f1, de08, 2607, dacf, 274c, 826f, acadia14projects_291az, cd75, 3e4b, 93ba, dfe4, 3369, 979e, 035a, 3c82, 3db0, 49d5, sigradi2014_074u6, 906e, df76, caadria2017_037a12, ec1e, sigradi2014_169u4, d0d7, b619, ebf3, caadria2016_703r30, ecaade2014_182b46, 8568, 5aa5, 6ffa, 6428, 46eb, caadria2016_725i31, af01, b126, 49f9, acadia14_365ao, e7f7, sigradi2014_293w4, 6a21, ef36, 4146, f2c7, caadria2016_569c24, 59ca, 4ea8, 1207, af1b, 3a31, 48f4, 4d98, caadria2016_693w29, ijac201513104n3, 5bf6, b0b2, c4e4, caadria2015_209y31, 680f, 7867, 1b5c, sigradi2014_172z4, 922b, 885b, 7feb, a1e2, dc76, cd0c, f622, 0360, 4071, 1250, c875, f452, 9c54, a852, 67bd, 8746, c620, 6a74, e000, 8575, sigradi2013_10b, 7875, a250, af02, ad4a, sigradi2015_2.162o1, c107, 1263, ijac201412403o5, d7fb, cdef, 6b6f, a1ca, 65bd, 2649, a551, 79ab, 0144, 080c, 6990, 6cdf, 12c1, ae56, sigradi2015_12.297m28, 4513, 3992, 63e0, caadria2016_735s31, 6118, ecaade2014_149s34, f74a, f543, 1b84, 3f57, 3341, baa9, 7249, 70e2, f108, 4d66, f70b, ecaade2016_129n35, ecaade2015_180l38, 527d, 011f, 3c0b, 3858, 2ba3, fabb, af88, d55a, 20da, 89e6, e972, c4a7, 2c08, acadia14_463k, 4594, 50d5, 6302