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 ecaade2013_202
authors Janssen, Patrick
year 2013
title Evo-Devo in the Sky
source Stouffs, Rudi and Sariyildiz, Sevil (eds.), Computation and Performance Proceedings of the 31st eCAADe Conference Volume 2, Faculty of Architecture, Delft University of Technology, Delft, The Netherlands, 18-20 September 2013, pp. 205-214
summary Designers interested in applying evo-devo-design methods for performance based multi-objective design exploration have typically faced two main hurdles: its too hard and too slow. An evo-devo-design method is proposed that effectively overcomes the hurdles of skill and speed by leveraging two key technologies: computational workflows and cloud computing. In order to tackle the skills hurdle, Workflow Systems are used that allow users to define computational workflows using visual programming techniques. In order to tackle the speed hurdle, cloud computing infrastructures are used in order to allow the evolutionary process to be parallelized. We refer to the proposed method as Evo-Devo In The Sky (EDITS). This paper gives an overview of both the EDITS method and the implementation of a software environment supporting the EDITS method. Finally, a case-study is presented of the application of the EDITS method.
wos WOS:000340643600020
keywords Evolutionary algorithms; multi-objective optimisation; workflow system; cloud computing; parametric modelling.
series eCAADe
email patrick@janssen.name
full text file.pdf (1,440,497 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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sigradi2015_10.377v22, a67a, 87bd, 5702, c1a3, d0b2, 5eac, acadia14projects_247j, 888c, d916, ac4a, cd0e, 3fc5, c5f0, ed93, 98be, 249b, ecaade2016_190s50, caadria2017_129t34, 5366, 878f, 53f6, 7b90, f969, 60b3, 7f08, e3a2, 2309, 916b, ascaad2016_043j17, 3244, sigradi2014_265x1, 965f, sigradi2016_382w, sigradi2015_8.186m12, 4d4d, 2d9a, 407b, fd70, d046, 6b3f, ecaade2014_186b47, a649, b5aa, fa05, 7ecf, ef24, 3416, 5f86, f85f, 596f, e269, ijac201614207o12, 4de9, 169b, 0ac3, 1901, 4cd4, 5b34, 678e, 45fb, sigradi2014_263c1, 458d, 4f5b, 08b0, 887a, ae74, 89ed, 704b, 1924, sigradi2014_239b9, 9516, c294, f5f6, 7d4e, b8e2, 08d2, 7ac4, a360, 8df8, 6726, 7b48, 127a, ascaad2014_011w5, 6ce5, ecaade2016_241f64, d999, 5c0c, ecaade2016_127z34, 6014, 9970, c18f, 92ba, f15c, cdba, d019, 5ece, 5233, 03cd, 6e2c, 4d7a, dd1e, 1449, 2b2d, caadria2016_797w33, 4e7d, 40a5, 3195, f45b, 12a0, 6ba4, 846e, 138a, 2a80, ijac201614307g4, bac1, 89b5, 9b80, ascaad2016_004o2, d11d, 8665, acadia15_483x20, 77de, 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9981, caadria2017_015b6, fcb1, 2563, 7c81, c512, 32f0, 55ea, 20df, dec4, acadia14projects_579b, 0059, 8b54, 87b9, 5158, 8a57, c307, 7873, 463f, ascaad2016_020v7, bdb1, d66f, 3871, 7724, 4df3, cfde, ascaad2016_028k11, ecaade2014_184n46, sigradi2013_401f, a4f3, adf4, 15b3, 212f, 34f6, sigradi2015_3.190n3, ascaad2016_022m8, 7549, acadia14projects_87ae, 87b3, 97d9, d0c1, c549, ijac201412307i3, a01f, 4381, 9dc0, 805c, 3f5b, a35d, ijac201614207i12, ijac201412304x1, a818, 60d2, 457a, 573a, f2f7, 9917, 2dbc, f8a0, b5ca, 5e71, 5e16, 43d5, ecaade2015_59s11, acadia14projects_177y, 13e8, feef, a9fe, 74fa, 2f00, 1de0, ecaade2013r_018y9, f992, sigradi2015_11.165m25, 6847, caadria2016_353a16, acadia15_407v17, 29f2, e143, d221, e9b3, 81c6, 5f77, 57b9, b57b, f1e2, 4951, 117d, de71, 9190, 04d3, b237, dc37, ecaade2015_248y56, 10a3, 1639, ecaade2016_025j7, 930a, 3ded, ecaade2014_049z11, a424, caadria2016_085j4, 6101, b098, a7b8, 7d7c, 073d, 5a10, aa78, sigradi2014_313h6, ae43, 9544, 8239, 8654, b399, df33, 04e3, d90b, e3bc, ecaade2014_072w17, 41ae, a0ec, 3ff3, acadia15_451w19, 478f, 83da, c141, dcd7, 38e1, 0bd3, e9c7, 25e8, d9dd, e381, acadia15_203g8, 3cf8, 1c14, 1f8a, cfd9, ijac201513206u8, 0e32, 71d3, 8690, a51a, acadia15_395x16, c8f7, ecaade2015_211a47, 8bd4, 311f, sigradi2013_10a, d875, ab97, c408, sigradi2015_6.327p8, caadria2017_058g20, 8f01, 3de4, 0af7, 351e, acadia15_371d16, 3522, c819, 386b, fa12, caadria2017_056o19, sigradi2013_397i, d9c7, ascaad2016_047y19, 3094, sigradi2016_407t, c54e, sigradi2015_6.341a9, 5078, 7599, b1df, caadria2017_095h26, 4b14, 87b5, 495a, 9580, 699a, 862c, 3c22, 364b, b084, 803a, cd37, b566, 4ec5, 2607, b9a6, 1936, 795c, 6f61, 9ec2, 81e4, ijac201614408f5, ba62, 16dd, 494e, 8764, 1846, 08d5, fb50, 960f, 7093, 2b03, 639b, b2b8, 8b24, f2bc, 2339, 1fb4, acadia15_185u7, 04e4, baa3, d102, 813c, c1fd, 064b, acadia16_214c14, 071f, d252, 3a75, 9352, 6e1f, caadria2016_851l36, f07e, 19df, 15ab, 5141, 65dd, 8170, ecaade2016_104w28, ecaade2016_102a28, 6b05, ecaade2016_136l38, 76ae, 45a0, b6a7, 182b, caadria2015_218w33, 7a9f, ecaade2015_205e45, 7268, e550, 4ff9, d628, 64b9, 23c6, acadia16_318g19, acee, sigradi2013_212r, cc20, a2f3, d1fe, af84, e26b, 79ea, b67a, b0b5, 81c4, ijac201412201g1, 8c6a, acadia14_101t, d20a, ijac201513103s2, 00cc, 8086, 48db, 53bc, acadia14_101y, 8c4a, caadria2015_208p30, ijac201614208z13, 2254, 73b6, 2430, 6368, ecaade2014_162v39, acadia16_164z11, c488, edb8, cfbd, 2095, 3e15, 560d, ecaade2016_230m61, sigradi2016_490y, caadria2017_016a7, 4f85, bb5d, sigradi2013_386i, cef7, 82c1, 7d6d, c156, caadria2016_125u5, a570, edd2, fcf1, a3a5, fe4b, ecaade2014_012u2, 0065, ascaad2014_019v2, caadria2017_074r23, caadria2017_135j36, 2748, a030, 8bc6, 3514, cc19, 80af, cd33, 169e, 83bb, 26e3, 51be, ecaade2016_210i54, 8173, 5ca1, a64e, a794, ecaade2015_250e57, 6215, 328c, b525, ff59, ceb3, a7a5, e25e, 2d73, 7579, 7b03, 0f84, 757b, ab2b, 3607, 0e41, 118d, 0bcd, ecaade2014_230r59, b022, ijac201614301e1, ecaade2015_113k21, 2da3, 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d6dc, 09ca, 39f4, f4e0, ecaade2014_155y37, ecaade2015_240s54, e597, b7d7, d7cf, 86b4, sigradi2013_259i, ecaade2015_248h56, cb0f, e6db, ijac201513303x10, sigradi2016_484ss, bfa8, 3dc9, 6e5f, d18c, e61c, 6cc2, acadia14_531w, 3b25, ab61, 2103, ijac201412306z2, 91b1, 0a6e, ascaad2014_013t6, d70d, 3e3e, ecaade2014_130z28, faa4, 06b0, 9c02, ascaad2014_027i7, da65, 3cfb, f563, 5aac, 8db9, acadia15_211s8, 302a, 8a82, b765, 213c, sigradi2013_342o, 8e38, sigradi2014_140o2, 76f2, 7049, e8a3, 6b9d, 6e19, 049a, 0ed0, 5de6, 0f95, ecaade2014_078t18, 578b, 1ffa, ecaade2014_072h17, 8e0a, e6c6, ecaade2015_293y63, 21a9, 8631, 5934, 1c4f, 4071, 4427, fcbc, sigradi2013_54p, 7f05, 10a8, 7612, 6a38, 5ae8, 25bb, 3606, 1247, 9c9d, acadia14_153j, 7e89, 41f9, 1bb3, caadria2016_343j15, fc63, 4cc5, 5cbb, 3d42, 75f1, ijac201513103a3, e1d1, 943f, 444f, 9412, d911, f040, a85e, 22b6, b0a5, f164, dc9a, ecaade2016_123f34, c5d6, 4c5c, fb2c, ad8c, 5521, 701b, acadia16_12j2, 06b8, ecaade2016_013m3, 59b2, ecaade2015_15a2, 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fda5, acadia14_619v, 1450, sigradi2015_9.152k16, eb08, 6e8b, fa10, acadia14_357at, 4fa6, 14a6, 5606, c71b, e078, 23d7, 2db0, e351, c916, 0062, 21af, b3af, b9b2, cec1, 6af6, sigradi2016_595cc, ecc7, 668b, 75ca, 4bcd, ascaad2014_016i9, be6a, 657c, 13e7, 0f5f, 7059, f29c, 1b9a, aaa7, ecaade2014_030m8, sigradi2013_366b, c7c5, 4269, 4d62, e26f, 3e33, 9bed, 5e49, ijac201513201f5, b957, 9266, 6527, 68c1, 71bb, ecaade2014_071a17, ecaade2015_48w7, 578a, 39aa, e93c, ca40, 9d41, ecaade2015_240t54, b853, dfbe, f07c, 4a42, 9404, ecaade2014_233y59, dd39, 72ca, ecaade2015_319i70, sigradi2016_752uu, 4200, bc30, 9ae8, 549f, 98f4, ecaade2015_152s31, fe9e, acadia14_145ah, 8891, e06d, 8dc0, aa9a, 4fea, e5c7, d028, f2d9, 6fd9, acadia14_435ao, fe7b, 7713, e180, acadia14projects_117av, acadia14_291av, cc34, 56f7, 93e8, 5041, 81d6, 9d98, 885d, ecaade2015_303v66, ecaade2016_163j45, be68, d3ee, c601, acadia14projects_145k, 0651, ijac201513203h7, ad14, 3915, ecaade2015_87x17, 477b, caadria2016_209y9, b338, 5bd5, 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aca8, f1f5, e723, 6b91, 0635, f3fa, 696c, acadia14_101ac, e5a4, adfc, 712a, 349a, 9a46, 9dcc, ed4b, df25, f290, a27c, ecaade2015_15y1, ecaade2016_128l35, sigradi2014_128w9, a85c, sigradi2015_6.183m8, caadria2015_096n15, sigradi2013_117a, d113, caadria2015_137j22, ecaade2015_64r13, 6e7c, sigradi2016_737gg, 1af7, b395, cd48, 5de9, ijac201614101d1, 0552, 3e19, e675, 99a1, 9523, 67c5, sigradi2015_10.7h18, afa6, 1e0c, sigradi2015_10.140r19, d93d, 0137, sigradi2016_407v, 8728, b133, de7e, 2878, acadia14_517r, e998, caadria2016_851f36, e75b, ecaade2016_188l50, f3d8, a6e0, 71b0, 5734, acadia14projects_43am, 3425, e77c, fb34, sigradi2013_41v, 314c, 6539, c050, caadria2017_081z24, 7881, 705c, ijac201412301v5, 9309, 1949, 9adc, 89c9, f75e, b590, 2b90, 0304, d603, sigradi2014_048z4, e98c, 0218, ecaade2016_166b47, ecaade2014_208y53, 28d8, caadria2017_051c17, dd05, dcc5, 2046, caadria2017_183b44, a1cc, cff3, acadia16_98s7, 4c88, b5e1, bf09, ab34, b0df, 6775, f901, 1b62, e84a, c057, 871b, acadia16_12p1, caadria2015_208u30, 5a30, 8d57, 0608, 9642, 1f98, 4033, 0362, 4b33, 0792, 9f86, ijac201614407p4, 0413, 0ce2, ed25, ijac201412403n5, b39c, 9915, ecaade2014_145d33, 43b7, acadia14_681ap, 8ee8, sigradi2014_265n1, a9ef, d623, sigradi2014_052p5, e6de, a2c9, 090e, 82f2, 0cca, 7938, caadria2015_233g35, 353e, 60f8, 5715, e00c, sigradi2014_181u5, 3c59, 7b10, 162a, ad44, 22c7, fcc7, 45db, 0dab, cf8a, ijac201412306v2, 8211, 4eab, 9ea6, e0fc, ab26, f257, ecaade2015_309y67, acadia16_34d3, 93d9, 1e52, 2d3d, 42b3, sigradi2013_400l, 6461, 1492, ecaade2014_187f48, 142f, 07d1, ascaad2014_024h5, 2f7c, 6540, bff7, 68cd, 1f9a, ascaad2016_038m14, 29e3, a911, c971, 4063, sigradi2015_3.345v5, 7100, sigradi2014_263a1, a2cd, b914, fc90, ba8a, 8b97, b802, ecaade2013r_003k2, sigradi2015_3.221r4, e0c4, 9edc, a291, 0bdd, ascaad2014_030z8, ecaade2015_222c49, 0a1c, caadria2017_046r14, 1035, 07dd, a1da, sigradi2014_339x7, acadia15_223g9, eecb, 8d1e, 3f61, 483e, 325e, 2e46, 024d, ecaade2014_143u32, 4419, e5cf, 8e96, a2d2, d297, 365a, 8baf, 7ec1, 8699, cfaf, c92a, 8d7e, 52b4, sigradi2014_103z8, a831, 5b09, c374, 4680, d1df, 685a, 79be, badb, eb96, caadria2017_005i3, sigradi2015_10.140t19, bc5b, 331d, 225a, 412d, 658a, caadria2017_056n19, caadria2015_178x26, 8908, ecaade2014_085g20, 5d70, 55dd, 5bac, ascaad2014_025l6, 91a4, c72e, c263, sigradi2014_085h8, 219d, caadria2017_067j21, 75fc, cb2e, ae0f, af82, 80dc, caadria2017_041v12, 5b94, 3c84, 0890, 6f17, acadia15_483p21, f104, f00c, ecaade2016_018h5, ecaade2015_138g27, 18bd, acadia15_232s9, a637, 7c8d, acadia16_152c11, b45e, ijac201513202l6, c671, b090, 14bb, c239, 538c, bfc8, 885c, 570f, c36c, df43, 478c, 71db, 40fa, ijac201614104b4, sigradi2016_431q, sigradi2014_213p7, 3ec0, ascaad2014_018w1, 296b, d083, bee1, fddb, 44d6, 28c0, 8091, a734, 5d82, c2be, a229, d8f0, adb3, dc44, 0948, fa0d, 9713, 2a54, 2a2c, b17a, 3ed9, 22aa, 0ccd, 7ed0, 9e18, 1ca5, sigradi2013_41k, d097, b2b9, d004, 20d0, e890, 08d6, fbbd, 3e5a, 313d, ecaade2014_149t34, c33a, 66da, f781, sigradi2016_448t, acadia15_451h19, 418d, c653, sigradi2014_074j6, ijac201614404x2, ecaade2016_068y17, acadia14_53p, 74df, 3a34, ecaade2016_238v63, caadria2016_023o2, caadria2017_056z18, f95d, 39e4, ecaade2015_48z7, 8f26, ijac201513306c13, 43c3, 0aa2, 2560, ijac201412204p2, 21a4, 4b32, 5ce9, c753, bf10, e0ed, 52b9, f4e4, a5a5, 98d5, caadria2016_683n29, dc8b, e94f, 585e, sigradi2014_345g9, c18d, cd6f, 97eb, ecaade2016_225s60, 0e25, acadia14_267m, 4894, acadia14_153az, ebf7, 8d0e, ab70, 4b3e, 348e, caadria2015_067i8, 8784, 207a, 2d3c, b23a, 598c, eca2, c095, 3718, ecaade2015_84a17, e5b1, b728, dc8f, 742d, 01f1, f88c, 2323, 6cdf, 22d7, acadia16_140w10, b060, acadia14_681ag, 9e5e, 71cb, 4c62, 1206, 1e10, f19a, 3138, 1d23, 9afd, 1720, 9e41, acadia14_43y, 17c0, aeed, 5b01, 1491, 9fa2, 6819, 09c7, caadria2016_735z31, f623, 5c75, a317, 86a4, 908a, caadria2015_220c34, f737, 3356, cb9e, ecaade2014_240l62, e9be, ecaade2015_61b12, sigradi2015_sp_8.326b31, c53f, 3215, 1193, ecaade2015_48f8, 99a0, 39bd, b6d1, 610d, 85bb, 8358, efcc, 3ec4, 078f, ijac201513102m2, ff75, c5cb, 4b1f, 00d3, f115, a0b0, 1c82, f16f, sigradi2015_3.221w4, 99ff, 9ad4, dd6e, f69e, caadria2016_073u3, 6aad, 33a4, 5833, caadria2015_185j27, 426b, acadia15_451y19, caadria2016_045g3, 763a, acadia14_671m, ecaade2015_155f32, ecaade2016_119x32, fa1b, ed3d, b9b9, 3d5f, adba, 9ed7, sigradi2014_345n8, ef73, 4a82, acadia14_357av, c4a6, c132, c166, ecaade2014_127k28, caadria2017_015v5, 8eb7, 30d4, caadria2015_190g28, aff6, a557, 5ba3, 81f4, ac92, sigradi2016_524bb, ecaade2014_240m62, 479d, sigradi2014_048a5, 3e89, 2db5, bce8, 1ac0, fb56, acadia15_251n10, fc80, fbaa, 5d3d, 2208, c465, sigradi2016_356e, 3c55, 51fb, 2673, 41f6, 7e30, 95d8, sigradi2016_546g, 9a22, ijac201412204x2, dadd, b7ee, 57bb, ad11, 54a5, ijac201614206a11, 311e, b148, acadia14_145ac, sigradi2014_282n3, 60a9, acadia14projects_317t, ecaade2016_213l54, 39c4, f49b, 7791, 53c9, e3c1, caadria2016_115n5, ade4, 3b0c, 0f36, ecaade2016_047l13, 2016, c2ff, 2e32, f694, ea41, acadia14_609ad, caadria2016_755l32, 9238, 82ad, 13c3, 92d8, sigradi2015_10.307h21, 05ed, f199, ecaade2015_129j25, f48a, 89b8, 53ac, 148e, ijac201513104s3, c527, 2c1f, ecaade2016_127f35, 9212, 69f5, 3dc4, 1631, ad3c, f197, caadria2015_156i24, 6c38, 255b, 8989, 3ad0, b3db, ae77, ecaade2013r_010v6, 02d7, acadia14projects_627h, 03a0, 1bd0, 956d, c639, c6c3, 4f3f, a4a1, sigradi2016_710gg, 29af, ecaade2015_306h67, f575, 7a21, caadria2016_045d3, ecaade2014_010y1, abfa, ecaade2016_216g55, acadia14_463j, b8b8, 612d, ecaade2014_180p45, bc13, ecaade2015_314b68, b1f8, 5c27, e32b, 01f2, b6f8, ecaade2015_317a69, acadia14_43ab, d194, acadia14_517s, 1fbe, eef8, 0c58, 4daf, acadia14_399ai, ecaade2015_55s10, e8d4, 61a1, b546, ab7a, 339c, sigradi2016_625yy, f99d, 61f8, eb64, 7444, 0afb, 15c8, 0559, acadia15_263t10, a4e2, 8f57, caadria2016_631k27, 2593, ascaad2016_045v18, ca33, 67d7, 2fee, 5e3f, ecaade2013r_003l2, 572c, ijac201614105r5, 75d7, a603, 9a87, ecaade2013r_001o1, 4a22, bbcb, acadia16_78o5, 1282, ddf9, ijac201412301s6, 6680, 3ed3, 8b52, 9095, 9286, ijac201412403j6, d105, 1812, sigradi2015_9.141b16, 7474, c77f, fb4a, f27a, 9dff, c381, 5c51, 2aac, caadria2016_105w4, de3a, ecaade2016_136p38, c686, sigradi2016_484n, ffab, 7b37, 7936, b477, 05c4, ecaade2015_202m44, 19e6, 018e, f0ce, ecaade2014_066l15, acadia14projects_479at, d5f0, caadria2016_435m18, ascaad2014_030v8, 4e7c, 7e60, 01a0, 9eee, 752e, 68a6, 9b95, 16e0, e5bf, 4db6, acadia15_223c9, 1f0e, ecaade2014_011i2, ascaad2016_010v4, acadia16_260g16, 076a, d837, ecaade2014_067x15, dd45, 31b8, 527f, 1117, 1f1a, cfc1, 9e11, 2531, b92b, acadia16_98c7, 235c, b8b7, b66e, caadria2016_549l23, 0cc5, 019e, 72f1, a04e, c9a4, c384, 3d3f, 2b19, 7428, 1532, 5358, 9f83, 8846, 5822, fd56, fa16, 72d3, 55c5, ecaade2014_029c8, de56, 9a3a, e146, 0a23, ijac201412403y6, eded, 599d, 95e2, ijac201614303v2, 54d9, c1ec, 9a0a, af2d, ijac201513206t9, 6709, 99c3, caadria2015_139w22, 59a3, a0fb, acadia16_130j9, ijac201513102u1, 1f19, 643c, 7288, 587d, d247, 1dbb, d8a4, 3aee, e4ad, ecaade2015_296p64, 86bd, 0174, 6f11, e384, 5780, ecaade2016_071v18, 841e, bb9c, a149, 4e03, ecaade2014_094r22, ecaade2014_153r36, 4932, acadia15_232v9, acadia14projects_709am, ecaade2014_151c36, d80a, adcf, 568a, c443, caadria2015_014v2, fd1b, d7b0, 179b, c16c, ecaade2016_065a16, 37a5, aefe, d8ce, ea65, 84be, 5d98, 00eb, 1303, dcf8, 3c63, 543e, be9c, 843d, 68dc, a2a0, c04a, 7693, 441d, 9072, c2c7, 1d87, 40f6, 81a6, 0c25, 6728, 6320, 1034, a8f5, c9ad, 9af4, 754b, caadria2017_048a16, ecaade2016_130x36, 33b6, 237e, 7205, sigradi2016_448y, 6568, ecaade2014_038r9, 50f0, 0e3e, 0bd9, caadria2016_819y34, f723, 864c, 5eb2, ab65, 8b6d, 104a, 5efe, b723, aac4, c537, 9dfb, d8f5, 69b6, 121e, ecaade2015_35w6, 0615, acadia16_352t21, caadria2017_067o21, b24a, d6c0, 717c, c635, sigradi2016_490w, 8667, ecaade2013r_003b3, 2132, caadria2017_027l9, caadria2017_001e1, 16e9, f2b9, caadria2015_070v8, 7c6e, ascaad2016_020z7, acadia16_352e22, cf56, d9cf, 34e1, 7e0d, 1e12, fdde, 9267, ecaade2015_155y32, ecaade2014_104s23, df66, ijac201412408t1, 139c, fd59, 21c3, c51b, 0b30, 1023, edd5, acadia16_440b26, b412, ca13, acadia14projects_145r, ba5e, 3f50, ba08, ecaade2015_196o42, ascaad2014_004d2, a00d, b9ba, d049, a750, 0537, ecaade2015_196v42, 0326, e601, d3f5, 6227, 583d, caadria2017_041w12, acadia16_140m10, d82f, 8cf3, ecaade2015_230f52, acfe, ijac201614302i1, 3dc3, 1239, 69ff, a916, f2bf, 7a7c, de39, bda8, a825, 1e13, 0740, 9a61, 9354, 75f6, c19d, ba14, 811a, 5220, 4027, 6ae0, 2645, e9e8, ef1d, d204, ecaade2013r_004s3, ecaade2016_mrtd66, 4e71, 8a98, ascaad2014_005j3, bd5f, d2ae, 6207, 59c8, ijac201412402a5, 071c, caadria2017_047k15, c40f, 5782, 62dd, e313, 15c0, ecaade2013r_003y2, 5aa4, 2d7e, b5dc, d411, 2f87, ijac201614201j7, cd07, e479, 5bb9, 84bb, 5283, 45c0, 095c, 333b, fa74, 95ec, sigradi2016_807kk, 4b86, 28bc, 64bb, 7cb6, f41d, 0367, cc53, 5f18, 1718, 26ab, 19b3, 0c33, ecaade2016_023n6, 08ec, 6fc2, 1826, acadia14_487h, 3647, 420e, cad7, 55ba, a433, caadria2017_005u3, acadia14_229f, a999, c276, acadia16_460u26, 0997, 253f, 56d5, ad6b, 9fed, caadria2015_246x35, 5c70, 3968, acadia14_719l, 2b52, ea03, bdc9, ecc0, 3b67, c21d, ecaade2014_233b60, e17c, d3a1, ee25, acadia14_661h, 356d, caadria2017_135f36, 01e3, ascaad2014_008a5, 7aec, 1d40, b518, fb57, eefe, 5a87, ecaade2015_53g9, acadia16_440e26, e093, f67f, 5e67, af86, eb0e, 8f68, acadia14projects_281y, sigradi2015_8.186e13, d52a, 96a3, caadria2015_124c20, 93b5, 7a8b, 2514, caadria2015_172a26, 8bf7, 0bb8, ecaade2016_166e47, 1c9e, 4ee3, sigradi2013_311i, b869, a5c0, 6134, acadia16_372f23, 4968, acadia14_647as, a0b9, fd63, 39e0, 91e1, caadria2017_185p44, a7ac, d273, 9ccd, sigradi2016_561gg, ef76, b9b5, fa95, ef88, 7711, 947f, 3c7e, b220, 0730, 721a, 4544, caadria2016_851i36, sigradi2016_430m, bed0, e6aa, e787, cc24, caadria2016_157z6, 493f, e2a4, c039, 82c6, 30b9, 46ec, acadia14_43aj, 7745, 699c, acadia16_62x4, caadria2017_074p23, ecaade2015_227t49, 02d3, fe85, ecaade2014_100i23, 073b, c0f0, b7a5, 753f, 3e1b, acadia16_402r24, acadia14_619ag, f8c9, 5071, ecaade2016_113a31, 5370, 4efa, d348, acadia16_140p10, 38f0, d5c5, acadia14_101s, sigradi2013_342n, c383, 11b4, d97b, 14b9, 1ff2, ccb4, acadia14projects_177v, 90a5, f81b, b926, f3fc, bebe, 8051, 74ca, ecaade2016_198h52, f71b, 7826, 137b, cf8d, 80ad, 8f7d, 5cec, ecaade2016_136r38, ecaade2014_133m29, 87b8, b79e, 0b92, 1294, ca36, 9738, f40c, acadia14_565aa, e7fa, ae6d, acadia14_63c, ecaade2016_118y31, caadria2016_003m1, b06c, caadria2015_126a21, 17ec, f194, 0efc, 0315, 3e31, ecaade2014_092d22, ab1a, adf3, ascaad2016_052k21, ijac201513302n10, 71d7, 3cb5, 0e0c, ecaade2014_092e22, f697, 12c2, 8384, c84d, acadia16_450r26, 2874, d1e4, c334, sigradi2016_732e, caadria2016_651c28, 1c20, 8e23, fe60, 0c28, d794, c920, 7ec3, 09a8, bef8, 2569, 5a8e, 0b6c, 943c, 511c, d8f3, ijac201614205r10, d04e, 4d73, 9459, 5f89, 5516, 0385, ecaade2014_188r48, 198d, 94a7, ec57, 1cbb, ascaad2014_014j8, 24c5, 708e, 4669, aef6, 8d4c, bfb4, 10be, c377, a3f0, b4f0, f69f, ecaade2015_195h41, e926, 45d8, 0d46, c3ba, acadia14_661, efc5, acadia16_54u3, caadria2016_457j19, 93ce, 8e3d, 6d68, cdf8, d9e8, 277f, 3377, 37cc, sigradi2016_625vv, 71aa, eb91, f935, sigradi2016_441oo, 8f8b, 69d1, 2e3e, sigradi2015_sp_8.326c31, dfb2, 2cfb, 6c40, 090f, d5cf, 8873, c9f6, 37bb, 6447, bd67, 757c, af79, 0aed, sigradi2013_330, 4472, a130, bb6c, ecaade2015_325y70, b63a, f32f, cd86, 70a2, eb0a, 1c93, a02f, d2ed, f1da, b4ca, 3756, ecaade2015_253y57, e825, 6882, 0b04, d80c, 907c, acadia16_184s12, 6e6e, ba95, 3e0e, fcda, f29e, acadia14_177aa, 607e, d54c, 769e, f8e3, bcde, 660a, 3f5e, af04, c681, 4d1d, 1473, 649d, 0189, 0306, 69f9, ae64, ea17, 200f, sigradi2014_284x3, f629, fd03, a26b, dbef, 5f1d, c60c, 2d10, 89fc, 5dab, 5845, 13f4, 969b, 7fea, acadia14_719p, a2b4, a067, 810a, 1804, f95e, 51d7, 8737, ecaade2016_040r10, acadia15_243e10, 762c, 14d2, e408, 2ad6, sigradi2014_074u6, cd20, 31b9, f305, ecaade2015_256b58, baeb, 759f, acadia14_435av, 910c, 5343, ijac201412406j9, 4122, 6b57, 26e2, 1f55, 30e9, 8646, 6d81, ea01, 56b4, 074a, acadia15_343v14, 2415, 025d, ecaade2014_239n61, 9fe0, ecaade2014_011g2, f508, caadria2016_735n31, c02f, 1ca3, ecaade2015_35n6, 331e, d9ec, 0e0d, ecaade2016_230a62, 1b09, a9c8, a037, ijac201513101m1, sigradi2013_30a, 1269, 5086, b063, 9068, c235, caadria2016_259t11, acadia16_154m11, 6af1, ascaad2014_001f1, 67cb, ijac201614305t3, 8110, ecaade2013r_009e6, 80c6, 14b5, sigradi2015_3.268d5, 70aa, b2fc, e7c7, cc77, daa6, 39e3, a4f4, 3430, 9df2, e80a, 3311, 14e2, ecaade2016_094o25, 11d1, ca9a, 3e14, 5cc3, 401d, 1bbc, fab1, b6d3, a3e2, edd6, 8dd3, 76ac, c1f2, acadia14projects_247h, ecaade2016_151m41, ba80, c597, sigradi2013_226a, 6613, b87c, 65e3, fb5d, 4014, 821a, 0d0a, 8aa6, 0260, 12b2, 1fc1, 78b1, bed4, f958, e7ba, 57c0, 21f0, 32d1, ca28, 31b4, 9702, b903, 834b, 292c, sigradi2013_407h, b74d, 7112, 4880, c503, d034, a69c, acda, de57, ecaade2014_149u34, 600d, 0233, c5a6, 4096, 4bee, 7e63, ascaad2016_017x6, acadia15_343s14, ecaade2015_114m22, 4a61, ascaad2016_042v16, 645c, ecaade2014_104z23, 8b86, 8ec5, ecaade2016_040o10, b330, ijac201412404o7, c66b, 5e1b, c3de, 9b64, 8c24, 0e6b, ijac201614202k8, e173, 40a8, 37a0, sigradi2014_232s8, 5e21, 1513, b7b3, acadia14_347am, 3667, ijac201614102k2, 0c4b, acadia14projects_115ag, ecaade2015_284x61, e838, 6d85, acadia14_517o, 7969, 1c6d, 4f4b, 3789, 5346, 6b2c, caadria2016_115k5, 31c3, ijac201513302h10, 33fa, b25e, caadria2015_087w13, 306c, dfe5, ecaade2015_127f25, e614, 457e, 6d02, 5e36, 421d, 82cb, f4c1, f6fa, 5e4e, 65ad, fdfa, f2f3, d301, 0b73, 9c3a, e1e4, 6337, da35, 4e7a, sigradi2014_186g6, ac31, caadria2017_017i7, 5357, 4282, 16d2, 8aac, eb9a, 83e5, ee1c, b1fd, a6c2, 2fcb, 4559, ecaade2015_196u41, 128b, ecaade2015_333m72, 3038, 76ba, 8cac, bee7, a018, f2f9, f3a8, 0140, ascaad2016_031j12, caadria2016_197g9, 3888, 6cf7, 55ae, 48aa, 74d1, df93, fbde, ecaade2015_194x40, ecaade2016_163u45, 160a, 8748, 1cd2, 5a01, 7778, 32a3, 62d6, 5e5f, sigradi2015_11.34u23, 888f, f9e3, 3e58, f4f6, 987a, d215, caadria2016_621t26, 4c42, caadria2017_009j4, ab4c, ascaad2016_011i5, 2b00, 45f7, caadria2017_110f29, bff3, ijac201412403h6, 6d0c, 5a1b, 68a4, ecaade2016_067z16, 6bbe, 826e, 599a, 2d47, dc2d, 115b, b122, ecaade2016_243v64, e138, 3d12, b488, d683, 25e2, 9519, 74e6, f300, 8953, acadia16_224p14, ascaad2016_023d10, 7b51, 8e83, f1b4, 737f, 5cce, 5c8e, caadria2017_115o30, 4624, ecaade2014_137a30, 543d, b6be, ijac201412207d5, 3c9d, f451, ijac201614308e5, a61c, acadia14projects_43at, dad1, b851, caadria2017_037g12, 2beb, a9fd, 17e9, 453a, 436e, 1d0e, dd56, a902, 386a, c134, 52a1, 39da, sigradi2014_063u5, 5,7e+10, 655f, e491, 0756, 4a44, 1c4c, f466, 7adc, caadria2016_125s5, 44a1, 0af4, ecaade2015_285e62, dca0, 45e9, ecaade2014_057r14, 038f, 1e07, acadia16_98r7, dbfb, b2a1, 756a, bc0c, a821, acadia15_185c7, 8d8c, 4621, 93f1, b711, 70d1, 3c30, b5e8, fff1, caadria2015_014o2, e49c, 4953, 9253, c8c9, 25e3, d778, 64e0, 3279, acadia14projects_177af, 91a2, 5996, 24b4, 7816, ascaad2014_013z6, 62ac, 3257, fcd8, e584, f8f1, 5054, de27, bb7b, ascaad2016_022a9, 55ec, 1d3a, d983, ecaade2015_176x37, 11bd, 43d9, e119, bf60, 5925, 0721, 7aaf, caadria2015_087j14, 000f, 3344, ecaade2016_013p3, 9a06, acadia15_81w2, f76a, ijac201614207n11, ce0b, 9f9e, sigradi2014_084d8, bf67, 2fae, f62e, caadria2015_139b23, 69b8, d134, caadria2017_142s37, 75d3, 184a, ijac201412408w2, ecaade2016_071n19, 32d6, 999f, ijac201614402y1, 4399, a2c4, 2b33, a43c, ffb9, 48e7, f02e, 66f1, 3bcf, 4f33, sigradi2016_512c, 3cba, 37de, dc4a, 80ab, 24bb, 30ce, da2b, 7007, 5dc6, 371b, 7b1c, 83c6, 82d4, c9d5, 904a, 15da, 30d6, 5e85, 8231, 62d9, ijac201412408v2, 7892, 2212, 9980, ea68, sigradi2015_10.309j22, 5cfa, sigradi2016_367xx, f78f, caadria2015_208h31, 6900,