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 ecaade2015_175
authors Schaffranek, Richard and Harald, Trapp
year 2015
title Automated Generation of Heuristics for Design
source Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 483-492
wos WOS:000372316000055
summary The crisis of architecture is a crisis of form, therefore new approaches and definitions are necessary. The childrenīs game of Hide-and-Seek seems extremely relevant to learn the complex interplay of social interaction and space. What if its hiding places were to be designed by an architect? Is there a method to relate the rules of the game to the number, design and layout of its obstacles in such a way as to create a successful game?A possibility to tackle this problem is the use of metaheuristic solvers. But even for the simple game of Hide-and-Seek, their use is confined to cases with a very limited set of obstacles and players, since the time needed to calculate the fitness function increases rapidly. To overcome this we suggest the use of statistical methods to develop a heuristic fitness function based on properties which can be directly computed from the values of the genotype. The resulting function makes is possible to solve the given problem using a metaheuristic solver not only for the simple cases with 3 or 4, but also for those with n obstacles.
series eCAADe
email richard.schaffranek@tuwien.ac.at
full text file.pdf (3,683,909 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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feb0, 3061, 3b41, 157e, 2d4e, e984, beae, be3e, 2e73, 7c92, f6b2, 66e2, b0ec, ecaade2015_261m58, 7a5d, acadia16_72e5, acadia14_257ad, ascaad2014_028p7, 13f8, 1ffc, 751f, f1bb, c3a4, 729d, 802b, 9be9, acadia16_106l8, 62ca, daa9, 4c2c, 4e69, 37c6, 0417, 1f04, 0f51, be63, acadia14projects_565y, 58eb, ecaade2015_138o28, 2f00, a1dc, 9276, 0ab5, bd7f, 979f, sigradi2016_655k, b553, f681, 4f76, bdfb, ea3e, 4b56, 53b1, 6065, e8d5, 105f, a13b, ijac201614203a9, caadria2016_559a24, 077e, 1488, 1bfd, cdde, 8832, 4a9e, e92d, ecaade2015_138x27, 2685, 9222, de22, a4d5, 4997, 9429, 39c1, 4bd6, f557, ecaade2014_140l31, 9c87, 460c, 19ce, b41f, f730, caadria2017_147w38, 7ebf, ecaade2016_043w11, 9dc6, ccc0, fc18, de4e, ijac201614206a11, 6377, 90af, 4c78, 623b, 5526, d299, 8afc, 47b8, 7372, c1e7, 8175, 23de, c7c6, 6ee9, 46b0, 32b5, dd30, 325d, 4f6b, c0dc, dbca, dff9, fe7a, acadia14projects_79y, dbef, 9ba8, 8a9e, acadia14projects_671s, a5ce, acadia14projects_145ai, 180a, ijac201614208d13, ecaade2016_222j57, ijac201412305a2, b40e, e87b, 28f6, 2cea, 795d, 7543, 476c, caadria2017_051f17, e1af, ecaade2016_021p5, 001d, 2b21, 7f1b, a731, c630, bade, ebcf, caadria2017_079e24, 11eb, f8ee, 6561, 1903, ecaade2015_193m40, 25c6, c433, 953f, ecaade2016_208x53, 2d4a, d3b1, 5978, acadia15_81s2, ecaade2016_068r17, 9325, 6bd2, 987b, cab4, b5a4, 41d4, ecaade2014_023v6, 5a68, caadria2016_713a31, 7dab, cd2b, 6188, 9aa7, b55f, 5437, 0c4d, 93c8, 506f, 08f8, acadia14_101ak, 6863, 6e73, 24e4, ecaade2015_287r63, 9468, caadria2016_013c2, 20c6, 08fc, f0a7, 41bf, 9fbb, ecaade2015_53v8, caadria2015_043i5, 81ef, ecaade2016_221a57, 4a61, ecaade2014_066z15, 3a2a, 831a, c8c4, 136c, c9f2, 9cdc, 1426, 33be, 066c, 3dfe, 6248, be94, f98d, 1707, 8976, 6a18, 28a9, sigradi2016_534yy, 6625, c835, b865, e0cb, ecaade2015_194z40, 513f, 0191, c780, 6213, b412, 6df3, 5edf, baca, e874, sigradi2014_345c9, caadria2017_142t37, c0ca, 33b9, acadia16_62u4, ac75, 3f7b, 5610, c90b, 6629, 95b2, 073c, ijac201513303x10, dffa, 4c2a, 4496, c9a3, a930, ecaade2016_025j7, e357, ecaade2015_100w19, ecaade2015_155d32, ecaade2014_112b26, ecaade2014_157d39, 634f, ecaade2013r_003h3, e77c, 5ca2, 2d61, 0d7e, f35d, afe7, c94e, a37d, 631e, cbb8, 369d, c196, af95, eae0, 8bc5, e237, 9b08, acadia15_343h14, 0872, b4f1, 8541, 92a8, 397b, aaf4, b1f6, 22ed, 28da, 694a, sigradi2015_10.377z22, 8bbe, 5f89, 80fe, 3a0b, b1b5, 94e3, 7099, c605, d164, 7478, 0101, e737, ed9f, 646b, 7b8e, 4bac, 68cb, 0f98, caadria2015_004p1, ecaade2016_163y45, 23e5, caadria2015_061b7, 4f64, 5e0e, 0d57, df9c, ecaade2014_208d54, edee, 05ea, ecaade2015_200n43, 361c, ca19, 3cde, a0c5, aafb, caadria2015_016n3, 0b21, ecaade2014_237b61, 3705, ef1a, ascaad2016_008g4, 7054, 1503, d997, 87a5, ace3, a150, aaef, 43c0, 66da, a4b9, c3da, caadria2017_058g20, 3b38, 0675, b9f6, acadia14projects_661m, ijac201614104j4, cbac, ecaade2015_115x22, 2e6b, a5bf, ijac201614201f7, ecaade2016_007g2, 8a72, 1bff, c4fe, acadia14projects_347ar, c0de, 7a6d, 41cf, bee7, 08ea, c0d9, f9d5, e3d1, fd3a, 3999, acadia14_601af, d4b4, ed9a, 99a8, ijac201614306a4, acadia15_137b5, d952, d6ce, cb51, b57b, caadria2017_125a34, ecaade2016_162e44, 6824, 10de, 1bf0, aab8, sigradi2016_446ww, 2c90, aaa6, 6702, c0f8, sigradi2013_212p, d605, cc91, 212c, f270, ecaade2014_092a22, 80cc, 5ca8, b659, ijac201513206c9, 20da, 6a3f, 2f42, ecaade2016_238o63, 7065, ff9a, d1d9, 530d, 320c, 7f73, e4d9, caadria2016_435t18, c407, ced8, be77, 911e, b68b, acadia16_184x12, ecaade2016_152z41, 3818, c737, acadia15_161a6, 50c7, caadria2015_077x10, 65fa, 011b, 04a1, ascaad2014_017g1, 9811, 1b5b, 0ce7, ecaade2015_211a47, fcc3, befe, a1b6, caadria2017_127d34, acadia14_63ap, 7dcc, caadria2017_070h22, sigradi2013_343j, 6c7b, 6673, 3c12, acadia15_110t3, ecaade2016_162d45, caadria2016_745c32, 1dd3, 5b60, 9232, 7838, 6504, c8b6, 157a, 1dc1, 20bc, 4479, 70b4, b098, a533, edfe, 215d, 852e, 083e, 926f, 974e, e91b, caadria2016_405o17, a4b4, fbf1, ijac201614403j2, 5a4d, f78f, 2288, 892c, c4fd, 443b, acadia16_402u24, 9b4e, fb8b, ijac201614403l2, 730d, 4ec5, ad81, 4f11, efc4, ab2a, 8d85, ecaade2015_55o10, 7a4e, acadia14projects_63ad, c472, 1e14, f163, aeb9, 54b9, 12e8, 21a3, 27d7, 8f5b, 669d, d822, 090c, c0d8, ecaade2016_162w44, d2ca, 7b18, ecaade2014_079w18, 4289, ecaade2014_080f19, 7046, 7861, sigradi2016_816zz, d6d5, ee67, 0bea, 2ec9, sigradi2015_3.111i3, a631, ascaad2014_001j1, adcd, 1b55, sigradi2013_411n, bae0, bb63, ecaade2016_121p33, 0944, a697, sigradi2016_356h, caadria2016_651x27, f320, acadia14projects_267i, acadia14_589l, c494, 6452, 64f4, d32f, f0f3, 8970, 98ab, ac50, acadia15_483w20, acadia14projects_565s, 1158, 5e50, 586e, caadria2017_069c22, b35a, caadria2015_122l19, 94cd, c4ab, ascaad2016_028c11, fc43, edd8, 9c2f, ijac201513104m3, f8cb, 0d47, 2db9, fee0, e755, bb0d, 5626, 6d82, 675f, 0c03, acadia15_343g15, sigradi2013_280r, 0f69, c155, ecaade2016_046x12, f9a1, acadia14projects_661g, ebb1, 9ec2, ecaade2014_202k52, 52c9, 70dc, sigradi2015_sp_4.275t29, d1b1, 299d, 4c2d, e903, 65ca, 78ed, dc26, d641, ecaade2014_147w33, 8c8c, sigradi2014_015c1, ecaade2015_109c21, fb8d, acadia14projects_389ay, b9fe, 24e5, dd1b, 47bc, 6c30, 0273, 5f6b, f297, caadria2017_035u11, d634, c3b7, c5c7, ecaade2015_304a67, af68, 09e1, 9475, f6b8, b7a6, e754, 178c, 69a6, 50fa, dc40, 50ac, ijac201412303j8, caadria2016_177x7, caadria2016_777x32, dad1, 02ee, c6b4, ef3e, 9a97, 5929, ecaade2014_120g27, ijac201412302e7, ae82, 6e2e, 4efa, sigradi2015_6.151e8, f1c0, 2b33, 810f, d45a, afb2, ecaade2016_151m41, 4e3a, 6eed, ijac201513206b9, 3d16, 6165, 3d40, 716c, ascaad2014_021w3, 95ba, 677e, ijac201513303d11, 22e1, d716, 5454, caadria2017_115m30, 0e37, 2e0d, ecaade2016_164p46, sigradi2013_155k, 9631, acadia14projects_375e, 7f79, 6dd8, 9401, 0f26, 50d8, sigradi2013_158, 1268, acadia14projects_33ag, c24b, 5008, ecaa, 54d7, ecaade2016_147p40, 893e, 1c95, 4c81, 12fa, acadia15_185e7, a5a2, d69e, 2ae1, a66d, d7c5, af73, sigradi2015_sp_12.402z31, 41be, 2676, acadia14projects_281ae, 5639, 6e1f, f508, 91d1, 4171, 015c, 36fd, 78ae, cdf0, 4745, 5687, 7890, acadia16_88x6, afb9, fe2a, bdc7, ea77, c2de, c8df, caadria2017_003c2, bc8a, 46d9, b15a, 8530, 648b, ed39, 8f58, 2a95, ecaade2016_065d16, sigradi2014_036r2, 173f, 527f, 9a67, 7203, 4ea5, f200, 15c8, caadria2017_190o45, 3389, 9acd, 7a28, a86a, sigradi2016_792h, ascaad2016_043l17, 14d7, ecaade2016_084g24, af9d, ff27, ba06, f5e1, 24f6, sigradi2014_263z9, abbc, 7b26, 9b01, 275f, 91f6, a85f, ijac201614305n3, ecaade2016_161w43, c125, 26d4, 1039, d2a2, 618a, 219a, b394, ecaade2015_100t19, 9ddb, 434f, ecaade2015_144f31, sigradi2013_117d, 929b, 462c, 73f4, 6e68, 287a, 35e1, ecaade2014_224m57, acadia15_407h17, 623d, dc8f, a77a, b0ab, 49c9, e321, 57f5, aedd, acadia14_549s, f3ac, 692a, 8469, a8a3, ccc2, c0e6, a395, 0e27, 37b8, sigradi2013_401i, ae93, 2348, ecaade2014_180i45, ecaade2014_168d41, ijac201513201y5, c886, 702c, 87c1, a8db, 4321, 5641, 8f1a, fb38, 0726, 57a5, 6f0b, ecaade2015_35x6, c2ff, acadia14_63an, 2272, b906, acadia14projects_699i, c099, caadria2015_087d14, c4db, caadria2015_162w24, 8cf3, 376f, caadria2017_008v3, 6fb0, 28e1, caadria2016_477u19, ecaade2015_94d19, fc1f, acadia14projects_33am, eeca, 07fa, f5a0, 42e2, 1b1c, fb87, ecaade2014_080b19, 0ee9, 595f, acadia15_110d4, sigradi2016_814qq, 7e2a, acadia16_154k11, 939a, ee1b, 7c03, 59c9, c457, c583, 8938, e9dd, 3de7, 066e, 25d7, d1c2, 7c04, d045, 96e5, 1b81, 1146, 0127, a9a8, 0c38, acadia16_260r16, 9c1f, 41ec, ff20, ecaade2015_144h31, de2b, 26cd, 3ddc, caadria2016_033t2, caadria2017_149i39, 3287, 08cc, 8f2e, sigradi2015_3.221r4, 0453, 165f, caadria2015_077a11, 77f6, 1546, ce4f, 2056, ijac201614403d2, fb73, 7c01, f588, 3dc9, a61a, 8228, 01be, fdc5, edeb, bdb3, e6c3, 4a25, cab0, 39ed, a608, 0a24, b14a, sigradi2013_387t, 9f5a, 05ca, ijac201412404r7, fd29, ecaade2015_246w55, 1484, 8771, 5d41, d99c, 2961, 2bc5, 43bc, 57af, ijac201614207d12, e48a, 9893, 19e4, 900f, c841, 5ad7, 0a86, 2e2d, b296, ecaade2016_223o58, caadria2017_142k37, 3ee2, 5579, dbab, fc66, 216a, 1468, cd98, 0a79, b999, 323d, 7089, caadria2016_383n16, 700c, 60c7, a376, fed1, 8b7e, caadria2015_213h33, af38, ec7f, a2f5, 1482, sigradi2014_345i9, e810, 9cde, 9fbf, 8be9, 6292, caadria2015_069s8, 35aa, 6c8a, ascaad2014_011x5, 8d05, 207e, e528, e734, dc53, caadria2017_094v25, caadria2016_177h8, 4684, f289, e144, sigradi2015_10.140l19, ffe3, 4a4e, 86d2, sigradi2014_169n4, 53be, 4918, 64df, dd52, e520, c22f, fc3f, eb3d, 815d, 947b, ijac201412303m9, a6d1, caadria2016_147f6, 56ac, acadia14_199ad, 798f, 4248, ee81, c9af, 8f8d, 3752, 9986, 04d0, 1f69, a885, ba5e, caadria2016_219k10, acadia15_483r21, e46f, sigradi2015_3.268b5, 8b1f, acadia16_372g23, b2ca, acadia14projects_609ah, 396b, 4b32, 047d, d6af, ecaade2015_206b46, 12eb, e132, ecaade2016_168j48, e993, 2bb5, 6cc3, ab03, 733b, 7ea8, bbc3, 145c, e318, 7634, 81d0, b17d, cfb5, 80d5, 3fa4, e63c, 838d, b7b5, 536a, c902, 0fea, 407c, acadia14projects_435af, 12db, 9dc3, 0330, ijac201513302f10, 6200, ae28, acadia14projects_681ag, 71b8, d7b3, 3351, 17da, 502a, ascaad2016_010u4, 8f23, 86af, 8654, 9ac2, caadria2016_405k17, e821, 4d06, e005, 0c15, 7638, caadria2016_735o31, 6c3b, 9f27, 1bc3, 96e2, e4d1, ecaade2016_067m16, 8672, fede, caadria2016_095p4, 1c9b, 0d05, a479, ijac201412406j9, e8f5, 3ba1, f7e4, 4987, 72d5, ecaade2015_118x23, 115d, 2a59, cd23, ecaade2015_77e15, f524, d617, b78a, bcbf, a80b, 2c7a, f243, 06a0, f070, 4a9d, d279, 8c74, 5b29, ascaad2014_024f5, 25b9, c485, f71e, 4abd, 1535, 3214, b2ec, a74f, 4f47, 43b0, 65a1, a379, 1e13, b181, f74f, 311a, 9fb2, 53f5, 091d, ee79, dc7f, 5942, 25f4, f7f9, 20a1, 9fba, acadia14projects_473aj, 9111, 10bd, 079f, 38c6, 69d0, fb0c, 9d93, cdfd, caadria2015_213c33, caadria2017_017o7, 4c36, 6696, 5fd2, ed14, 18e9, e8c0, 3ead, sigradi2014_082t7, 0742, 8941, ecaade2014_014a3, 18dd, 6987, ecaade2014_233m60, b827, e68b, 8ed6, sigradi2016_534mm, ecaade2015_53k9, acadia14projects_627h, a1f7, 25c0, ecaade2014_141i32, d1ce, acadia16_54s3, acadia16_12v1, 8409, 871b, 8c24, 98c2, b8cd, eef4, f505, 8921, cf66, e9dc, 003e, 32d3, 4fbd, acadia14_619w, sigradi2015_12.19b27, b085, 4bad, a8e9, ecaade2016_089f25, 9e2b, acadia14_43an, 891a, 6f22, 6776, 836f, ecaade2014_137a30, ecaade2015_287l63, c032, 9050, 3f25, sigradi2015_4.219s6, ee3f, 6148, sigradi2013_326h, 7483, db15, f78c, ecaade2015_35r6, 0c99, 9f88, 9e07, 2d22, c5d3, 87ab, ijac201513102z1, 68e7, 04d2, f826, 3e48, e8fd, ijac201614302s1, e8cb, acadia16_244j15, 5b2e, 66f2, 0cab, f781, a11e, f443, 691d, 1857, 5244, 027b, ff7a, sigradi2016_490v, 163c, 6ac4, d8d8, 717f, 5e06, ascaad2014_023c5, ad43, 7e45, 394c, acadia15_483d21, 731c, 125d, 2cca, d35a, f907, ijac201614102w2, c2d9, 569e, sigradi2014_284a4, 3de1, f884, acadia14projects_167z, 8562, 71a6, 704f, acadia16_164z11, ecaade2014_094n22, b75f, 518f, sigradi2015_8.41b11, acadia14projects_281y, ac3b, sigradi2015_3.65n2, 3397, ascaad2014_021b4, ecaade2015_196p42, a725, sigradi2016_568ll, 8090, eb7c, 4a29, 3be6, a3a5, d966, 89a3, ecaade2016_027w7, 1b45, acadia14projects_647au, 34e0, 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caadria2016_055m3, f95d, 9e95, df1e, 5d19, fda5, af08, fe49, 812f, ce64, 0e36, ecaade2015_17g2, ecaade2015_279z60, 163b, c3ac, 907d, f2d1, 6a07, c463, 0409, 18f5, df34, b2f8, a49b, 1a58, 771c, sigradi2014_080o7, 485f, 5c20, 3b87, d8e8, d52c, sigradi2016_674ii, 662c, 7ce9, 773f, 7b45, sigradi2015_11.165m25, caadria2017_127h34, 3f1b, 2624, sigradi2016_558s, 1b5a, 04e4, 6d61, 6293, 7e62, e970, e0e4, 8a5c, e1e0, ecaade2014_182z45, sigradi2015_3.209b4, 21dd, 8158, 5da5, fc31, ecaade2014_022x5, 500b, 3c2d, 5a1f, dcde, e170, 735e, 3344, caadria2017_190n45, d3e4, 63f0, cc7f, 1c8f, acadia16_362l22, 9a04, 9e00, 7297, e34d, e261, 0cbc, 4077, 0856, 4344, 452c, ea99, 0572, 7ca5, 5b4b, 2205, 27ca, caadria2015_162y24, a664, caadria2016_301o13, 1526, caadria2016_023m2, ecaade2015_55t10, 077d, ecaade2016_171e49, caadria2016_271u11, df81, 76c0, a0f8, e6ec, 4381, 55ab, 35f7, sigradi2016_450xx, sigradi2013_54r, 1586, 59e2, e973, 6fbd, 1152, 13d9, c2ce, 6426, 074b, cd95, 4116, 29bd, f382, 2860, c85b, b44b, 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ecaade2016_152y41, 89a0, 9526, caadria2017_123p32, ecaade2014_011b2, 5054, ecaade2014_239m61, sigradi2013_268i, 59dc, 5337, 0011, 524f, acadia14projects_445al, 5bb8, 9516, aaf2, ba9c, acadia14_463a, b420, 8445, ecaade2014_225h58, 9612, b896, 353b, 8738, 280d, caadria2017_023j9, df82, 5e61, caadria2017_016f7, ecaade2013r_019i10, ijac201412406p9, ecaade2016_119x32, ijac201614202a8, 9846, 8c2f, d235, c252, a5f9, acadia15_395f17, f2e4, dccd, acadia14projects_589i, f6c2, 38e3, 8b4f, 2e55, e2f2, 8fba, 7476, ecaade2016_150a41, 0ea6, bbdc, f689, 1013, fe35, ff8f, e193, 1da6, 1710, 5025, sigradi2014_265x1, caadria2015_086f13, cc78, 1472, da60, sigradi2015_3.111e3, ecaade2014_023h6, 2467, 6507, b5bf, 96ab, ddc1, ecaade2015_206k45, d2c9, a836, ijac201412205v3, sigradi2016_488u, be6a, acadia14_317v, a318, 83ae, ecaade2016_154i42, c4c7, b853, ecaade2016_068v17, 1615, f099, 104d, 8d8d, 5241, a6f7, 3701, d6d1, 6074, ae9c, 2839, baf8, be88, c1c7, 2b0e, 68d2, 6386, caadria2016_003g1, c5b9, eb1b, c05d, ff56, 39e6, e12b, 61dd, 5a9c, 8a47, b0b5, 077f, 411f, 3cca, 715b, 6828, 6e79, sigradi2014_021v1, d806, c555, 0f7a, ecaade2014_038s9, b713, 2c09, c1c8, 8617, 86fe, c703, 3a34, 4bfc, 7740, 2c04, 33ad, 0f7c, 226d, sigradi2015_sp_10.179j31, da32, 234d, 64e5, 3ed0, c807, 5ef8, 558a, 66b8, ecaade2015_139y29, 89da, ecaade2014_071e17, ecaade2015_61t12, 363d, ed13, b7cd, acadia14projects_517r, fe3f, 8c39, 0597, 89bf, 5ba8, a850, sigradi2014_197t6, 0411, 1a3c, f8e5, 7741, cce1, f1ec, b680, acadia14_63e, a949, ed0e, 6e1d, d9d9, 22f9, 64a4, bccc, 5bc8, 28a3, ijac201412403m6, 3d91, f80c, sigradi2015_11.136p24, 7b20, f957, 5fc5, 0a0c, 2914, b3c2, 1f77, b20a, 2d40, 7bc8, d1a4, d9c2, bbaa, 508f, 728d, cff9, d803, b8d6, d079, 2170, b0a6, c031, 5ed0, 30e5, 48ea, b0da, 8b3b, d6c3, a53f, sigradi2013_194d, 49fd, caadria2015_172a26, ef2a, 5d1b, edec, caadria2017_070m22, sigradi2014_232s8, 91b9, 6281, acadia16_12l2, 16ae, caadria2016_271w11, 47aa, 40fe, def1, ecaade2016_040s10, ecaade2015_152y31, be62, 95f7, ecaade2014_100i23, 6e34, c799, fbdc, sigradi2016_595oo, 1a72, 356a, b804, 1860, a410, acadia14_145w, d7ae, 54a4, 836c, ce9f, ecaade2015_110e21, 12d8, ijac201614308a6, ecaade2013r_010y6, 6bff, acadia14_661h, 6a02, c740, 0708, bda1, ed8f, 44f5, 3199, 4b78, 632b, 92ca, 3fbb, d0f8, cc89, eb64, acadia16_362i22, dbfe, 421c, 19e9, f618, 6359, 124d, e9a9, 242b, fb7a, a895, 989a, 15fb, 96a0, 7329, c771, 07ae, e772, acadia14_565w, 99cb, 951f, ijac201412301p6, 24f5, 9a7b, c7e6, e3ad, 78d9, 08b5, 681b, 0e7b, bcbd, 08ed, e30b, 0763, 60f2, 8e70, beea, 018a, 7caa, ca47, 9f21, ecaade2014_009c1, sigradi2014_213t7, ecaade2016_062h15, ba45, 2b4b, ed7a, ecaade2016_055h14, dd1c, dd81, 90ad, d125, ijac201412401c4, b6ee, b59f, 968d, 39bb, ecaade2016_mrtf66, 9496, d513, 3ad7, bcae, a944, 90c3, 19c3, 38ed, e8c3, caadria2017_004m2, 9ca0, 2556, 4d1b, cb3d, e925, b8c0, 3666, 4fd8, 6e03, ecaade2015_285e62, ecaade2016_126r34, b9ea, sigradi2016_792k, bc88, 3cf4, f6bc, 3d4e, acadia15_333p13, caadria2017_057d20, ec54, 423a, af43, d920, bf7b, 4e7a, acadia16_478s27, 2dc6, sigradi2013_358a, 0c78, 0a11, d3f6, 6790, sigradi2014_032e2, fcf1, 382c, ecaade2014_019f5, 5b4e, 8006, 9510, be23, acadia14projects_691aw, a55f, 49e0, acadia14projects_111j, 2009, 0d2e, d32e, 3b9d, 81b7, 9458, a4ad, acadia14projects_627e, d9e4, 4b86, acadia16_72h5, ascaad2014_012f6, ecaade2013r_010u6, 8ed3, 035b, 674d, 4d14, 891c, ijac201614306w3, ec7b, eab1, 74ac, acadia16_432l25, e9f0, fd52, 758d, ec6a, ac93, 8c2c, 5c84, 5b1f, 855a, 869b, bf8f, caadria2015_014m2, b51c, a6d8, c10c, ecaade2014_204b53, f104, ba56, 3c84, b6f6, 64e0, acadia14projects_219az, 35af, 0468, caadria2017_048l15, d1d2, acadia14projects_291e, 5199, d491, 12f8, 37bc, e696, 23b8, 8463, b54d, eb2e, 7bde, bb81, ecaade2014_180e45, 8cad, 246b, cd47, a424, ecaade2014_226z58, 804d, 8d5e, 6a39, sigradi2014_313g6, edac, d167, 5247, ba7f, de40, caadria2016_673a29, b65e, 841e, 1dfb, acadia15_483d22, a30f, 4d81, 04f9, 802a, fad9, acadia14projects_199aa, sigradi2013_248b, d972, 9403, 6cf2, 61c9, 5ce5, aa1f, a0e3, e9a4, ecaade2016_222u57, 4bec, ecaade2016_mrtz65, 7421, sigradi2016_625b, sigradi2014_192r6, 4809, 5b36, 8591, 1d02, 4207, 8f60, acadia14_301b, ijac201614402u1, 6d8f, ecaade2013r_001j1, 3921, dae0, e39d, bf32, sigradi2015_3.268g5, sigradi2016_690a, 3aac, d4c5, dd32, 2f1e, aaac, f28c, acadia16_344j21, 4a85, a3a6, caadria2016_507i21, 4c5c, 5bb1, 1747, f0d8, 33d5, ecaade2016_098f27, 7f46, 7aa6, 5271, 92c4, 33f5, fa4c, ff32, 71bf, d980, 4512, c929, 7075, ecaade2015_221y48, caadria2017_051m17, 0ef4, 49fb, sigradi2016_614z, aa96, ecaade2015_287u63, 59e6, 2628, 799b, 7027, aca2, 2203, 4bf0, 6465, 1931, 260a, fa94, acadia15_343z14, sigradi2016_814s, bf18, 4585, sigradi2013_407i, d52b, ac35, 5dad, 6382, sigradi2015_6.183l8, c253, acadia15_161i6, 864e, 6857, cba8, 61aa, 2887, 7d48, c798, 0877, 2a5e, 4c6c, bc6d, 16bf, 0ebe, 8718, 6bb0, 8aab, caadria2016_703k30, f416, 4388, 3268, 4d68, cd7a, acadia14_291h, sigradi2013_347o, c2c1, ecaade2014_240g62, f296, 4f30, 1b6b, a157, 3e3f, sigradi2014_074s6, 5b82, caadria2016_517g22, sigradi2013_386, b0e0, ca6c, 75b6, a94c, 358e, 752a, 830c, e3ee, 4393, b5b0, 8b92, 9c7d, caadria2017_190r45, bbbb, ea30, c7af, 067b, 06fd, 831c, 2c52, 6ea4, b5c2, bdb2, 47a3, acadia14projects_153au, d198, 8b58, 8453, 1d74, dc14, 87fd, fe82, acadia15_243y9, acadia14projects_247h, 8062, 8cae, 17b9, 7c63, caadria2017_043y13, 619c, bf51, 6eea, 0122, 1e38, caadria2016_725k31, 762f, acadia16_24r2, 7cd1, 8bf8, d451, acadia14_301c, ascaad2014_011a6, 6df5, d104, f6f6, 8f2a, acadia16_244x15, sigradi2015_11.71f24, 8418, 829b, acadia15_333b14, 2840, a0ff, ef6e, 8a5b, 3274, d887, 973d, aec5, 38a6, ff88, 4f20, 3f3b, ecaade2015_143i30, c069, 2383, 6dd0, f272, acadia16_308r18, 1e3b, acadia14projects_167t, ascaad2016_017z6, f6a8, 95f1, 7fab, a6d5, 0d5f, cd4b, dbc4, 9306, eed2, fd0f, 2f4f, d4a6, d85b, ijac201513101s1, 8a7e, dad0, 8b49, 1e57, e45a, 6862, 9289, db6a, b161, bef1, a435, 73a7, e1d9, 82dc, sigradi2013_195, 1b71, a44c, 53f6, 8189, ecaade2015_38k7, 5fe1, ecaade2015_206a46, 7ea6, ecaade2015_332x71, 4097, 6a98, f052, c046, c4a8, dae5, 0d2b, 7c57, 0f9e, df69, aeef, 4bf8, bee9, b71e, 779c, ecaade2016_033f9, 232e, 0023, acadia16_470c27, 31d5, 6b3c, 9668, ecaade2013r_018t9, ecaade2015_193e40, 9105, 3a24, 0693, 8116, 8346, 1951, f480, 161d, 176d, ee9f, 76e0, 810a, 5208, 4e32, 9419, ab2e, bd4f, b661, b691, e3e5, deee, a7ca, 3482, ijac201412304e1, 3958, 6b0e, a0c0, bf5c, 530c, ecaade2013r_015l8, 2f5d, aed7, 69b1, 6656, 7ee0, caadria2015_087f14, de73, ef62, caadria2015_157t24, 8271, 469c, 2a54, 3b67, 2a3d, 5539, 81f2, c500, 3fb4, e0e8, db52, ascaad2014_005e3, ecaade2015_279x60, 9e5a, 898e, e2a6, e93f, e310, f065, e3f0, 8b9f, b8a5, 0e08, 70c0, caadria2015_081e12, 8479, 0e8a, 269d, 049d, 0ece, dbbf, ecaade2016_017m4, 1fb1, acadia14_219az, 76c7, e0a0, 5242, 0713, 0ebd, ecaade2016_111p30, aa40, ecaade2015_175o37, fa5f, 1fa6, 1838, 3f2f, 539c, 0706, be3d, ecaade2014_140s31, 056f, cd2f, 6e8c, 8bd7, sigradi2015_12.107h27, 05e7, 983f, ca34, 65a8, ecaade2015_209v46, sigradi2015_9.152r16, f457, 1168, 5940, f1c9, 2116, 7694, 3221, 3ae5, acadia16_362u22, caadria2017_037d12, 5cb7, 845b, 0ef0, a10d, ce21, 4f0c, sigradi2015_3.201v3, f226, caadria2017_123s32, f080, b8ff, baa8, ecaade2015_180f39, 2297, acadia14projects_479a, d893, cb6e, ecaade2014_168p41, fdde, ijac201412305o2, 47ca, 693b, 4f1c, ascaad2016_005w2, 4192, 75a3, acadia14_237at, e932, 9a01, ebd1, sigradi2014_108e9, 8eff, sigradi2014_042s3, f8d8, abe7, bf56, b294, 66ab, 359e, caadria2016_187p8, 8f94, 7ba1, bea2, 7189, acadia16_34f3, b864, 36b7, e01b, 7ff3, 5d88, 1a35, sigradi2013_244, sigradi2016_400k, caadria2017_183n44, a165, b21b, f578, sigradi2016_524bb, 8770, 814a, 5586, 7601, fa29, aeb8, e118, d426, bf98, 2bea, 3272, 23cc, 179f, 398c, c2c3, 5a75, sigradi2013_10, 031a, acadia14_375i, d238, f65b, 7f42, caadria2015_070b9, caadria2015_078n11, ecaade2014_226w58, cc61, 0876, bdab, de91, acadia16_62m4, 9639, 6ef9, 6909, sigradi2013_414s, 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8114, 79d9, 0545, d099, c4d2, b83f, 4bde, 4355, 508e, 9b35, c5f1, caadria2017_043b14, ecaade2015_229l51, 05d1, ff4c, sigradi2014_151o3, acadia14projects_301j, 41d6, ee04, 0964, sigradi2016_360q, 0ddc, f2fc, 9c67, 18d5, 787d, fdeb, 9d74, 6aef, 6c7d, 0a7d, bfd7, sigradi2016_407p, 3b34, 888e, ijac201614407j4, ecaade2013r_009i6, 7568, ijac201412402t4, 0568, 71ba, b6c7, 3244, ecaade2014_108l24, 7364, sigradi2013_303g, 48df, ecaade2014_018s4, 65d1, 0e23, 58e9, f96f, 5460, 3df8, f712, ijac201412303t8, 755a, 9824, ecaade2014_240k62, ecaade2015_33w5, ae2e, ca17, f7af, 4b0d, 2114, 17f3, fc44, 8d9b, 9415, ecaade2014_038n9, sigradi2016_360w, 482d, b3cb, 4596, 1619, 79dc, 396a, ff0e, ecaade2015_333b72, 47b2, e7ba, dddf, sigradi2015_10.377s22, 833d, ecaade2014_050b12, a537, acadia14projects_427ao, 2f80, 7e97, ecaade2015_59t11, aba0, ecaade2015_221t48, a523, e56f, cc2e, 686d, 7ec7, d8b6, a301, ecaade2015_143k30, ee86, 5a1e, acadia16_224t14, 1d09, 1803, caadria2017_183d44, 114b, 144a, ascaad2014_022n4, acadia16_88a7, 6cae, 5fc2, sigradi2016_430m, acadia15_274m11, ecaade2014_086p20, 7bfa, e50f, sigradi2013_401e, sigradi2016_364kk, c51a, 88ba, 2810, c7b6, 9333, ecaade2016_071l19, fe9b, 0f28, 15ff, 8d40, 5eb4, ad00, 68e8, c612, ebad, ecaade2014_226a59, 27a3, 9e85, ec1c, 2b4f, 383c, 7049, 79fc, cd72, 0768, sigradi2015_8.81a12, ae37, 5259, 8ea3, a0aa, ecaade2016_130l36, a0ad, 4c57, 1960, acadia15_223g9, de49, ecaade2016_091j25, f9e0, e924, b6f8, 81c5, 950e, caadria2015_086o13, ijac201614302v1, 22b0, 8496, 17a2, acadia14_125z, ae7c, 1fa7, caadria2017_069y21, aaaf, 9d4d, a5d6, 95e5, 4a1c, decf, ecaade2014_240r62, ecaade2016_028m8, 55af, ijac201412202z1, 280c, 7e87, 7a5a, df8e, acadia14_281z, cd21, 814c, 320a, 86e6, 8cb6, a373, 156e, sigradi2014_330d7, d825, fe72, acadia16_344k21, 642b, 7975, a88f, ascaad2014_002l1, 0f89, ecaade2016_129z35, ecaade2016_099h27, ecaade2015_171c36, f66a, 709c, 4c1b, 8d41, a6ca, 63f1, 2f71, eb56, sigradi2013_160i, 6bbb, fed3, 0818, 194f, ijac201412408l2, 245c, 2742, acadia14projects_281z, sigradi2016_809rr, 4464, ee20, ecaade2014_086t20, ecaade2015_269o59, 9472, 5294, ed62, 98aa, 672c, da25, 5d08, 6ec9, ecaade2015_64t13, 61a1, acadia14projects_487i, 4d2e, 64ca, 631f, be27, f5cf, d4ed, ecaade2016_230m62, 2ddb, 90f8, e4a2, 1b2a, 5291, 704c, 143d, acadia14_589k, ecaade2016_157a43, cace, sigradi2016_809oo, 5d32, ce41, 3107, 9b0c, 3ac1, f4ed, 402b, 151f, 3f1a, 7ab4, sigradi2015_12.297n28, eb3f, 11a7, 7cd0, ecd4, 874a, 32b7, acd2, 9280, c4fa, 75d8, eb10, 4e71, 4d75, 7cb2, f924, d7aa, b23f, c450, 9211, e9b4, df5f, 4aea, 0680, ab86, 54b5, 1edd, 1f01, 250b, 675a, 9ede, 25fc, e895, 4012, 2d57, 29e6, 1d06, dd13, e220, 401c, fb53, c0d4, 2c25, ecaade2015_171m36, ecaade2016_mrte66, 2385, 2415, acadia14_53p, ascaad2014_012d6, 7c69, 11f6, fc8b, db0d, a613, 09f4, 5bd8, ascaad2016_044s17, f33e, caadria2017_113x29, 9ecb, ijac201412402h5, 9744, 3114, 7a33, 4f8a, a82a, ecaade2016_147u40, 7390, ecaade2016_171d49, f31f, c5f5, 9b70, 3321, ecaade2015_116e23, 33db, fc4b, 8dd8, 738d, cb64, ecaade2014_202m52, 86f3, ab1d, 2aaa, 4b24, 645c, 546f, 9041, 93f0, e639, ecaade2013r_009j6, c728, 7934, caadria2015_070v8, bd81, c83e, 0c47, c421, acadia15_381u16, 74a9, ijac201513101h1, ijac201614203p8, 867a, cf84, 0e65, b75b, 94b7, c90a, c107, f218, 8d71, d914, fd26, b4d8, 618f, acadia14_555f, cdfb, ecaade2016_120n33, e842, 0626, 0506, c3d8, 2294, 290e, b79b, ijac201513302p10, c5b8, 1aa2, 1e20, e3f3, 3a6a, d73b, dcf6, 1aae, 0e8e, f086, e58e, 2a40, caadria2017_125x33, 1ad2, bb3b, 1493, caadria2016_829d35, b801, 5fbb, 2dc7, 026d, acadia15_469r20, 0fa3, 637e, 9fac, bfca, 63ac, db39, 4939, c989, d3b5, 157c, 6be7, cca6, 8375, 73f6, 0a3d, 75a4, 4f6f, acadia14_681ai, a34f, 1d28, eea5, 9545, 0f3d, fd6c, 9c17, caadria2017_037a12, 093d, 3c56, 35ea, f6c6, 750a, ecaade2015_138x28, eb92, sigradi2014_232r8, 1974, 83f0, acadia16_140z10, 52f0, 77d2, ae90, f0b3, aab0, ecaade2016_087z24, f7e7, ba9d, ecaade2015_53y9, 6cd6, ecaade2016_071y18, 7384, d08f, 14f0, fba4, 0c82, 1f12, 4940, ecaade2014_149e35, acadia14_671k, b212, 917b, e11d, b9d7, sigradi2014_137k2, 3f9a, d520, 0164, ecaade2014_019d5, 1b63, cf55, 81eb, sigradi2014_047k4, 6cfe, 7c53, 13c1, ecaade2015_164z34, caadria2016_549m23, 0f1b, bd6f, ijac201614201b7, 147d, 1696, fe54, 8309, 6573, f611, acadia14projects_81o, ecaade2016_118z31, sigradi2014_042o3, b99a, ff64, 546c, 873c, e022, fcdc, 4408, bc61, 0782, 2567, f772, d6eb, 3dfa, 3e24, 6116, eb7a, 41e5, 0578, 91d0, ecb3, 864a, acadia16_326r19, dd49, 73a0, ijac201412302n7, d968, f6ec, 58f4, a831, 6eda, e72c, 4692, f96c, b947, 4587, d34c, 634e, sigradi2015_10.378c23, 0a73, 2a46, 7b6b, 6811, acadia15_483i21, 4493, 07fe, a324, 53b4, 8050, 9d69, 1622, b32e, e15e, fee2, 5d14, caadria2015_004l1, ab01, 15dc, a873, 66b2, 2722, 41cc, b58d, e939, sigradi2013_41l, 8997, 77ca, e622, c317, e1f7, a270, 3e94, 066f, 0026, 33d0, d73e, 27f7, acadia14_281u, a6de, 19b1, bc7f, acadia15_232u9, 1bc1, 3ee7, sigradi2016_642jj, 1324, ecaade2013r_019a10, 2af8, 1b0e, sigradi2014_345j8, 20f9, 72a8, ecaade2013r_011c7, 60bf, 6b8a, 785f, 4ef2, 17aa, d7ef, 2082, dab9, ecaade2015_293g64, caadria2016_829h35, 59f9, 22a5, a0c9, 0f4f, ascaad2014_017s9, 4fdb, 15fd, 06ff, 870c, 7664, ca59, acadia15_297a12, 11cc, 2fd1, 329c, e4af, sigradi2013_205, c75c, ecaade2016_213r54, sigradi2015_10.307e21, 5807, acadia14_487f, 72ee, 5e02, f928, 2c14, ecaade2014_127k28, 3361, 2cd2, 791c, ecaade2014_186g47, 2796, 5858, ddf1, 61c6, 0851, ff16, 6157, 079c, ed5f, db58, f86c, 8e1f, acadia14_101p, 337a, sigradi2013_259h, 1051, 0536, 81f7, 6650, ecaade2013r_004z3, 2771, f63e, 598b, e443, ijac201614403m2, 3b90, 3b68, fbc6, 0ec9, sigradi2013_234, sigradi2015_10.307a21, 497c, da1a, acadia14projects_549z, 181e, 60ea, a818, 0306, 6a06, 8ac8, ijac201412408o2, c2d2, 5c95, 86a6, 1210, 7f2e, 5825, beb1, 296d, 2b9e, 048d, fc83, 071a, cf12, ecaade2014_162t39, ecaade2016_118e32, 555e, 0de1, 6102, 6026, 438b, 528b, ebd2, c294, e7af, 4715, 7029, 01c5, f464, 14a8, sigradi2016_448w, 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ecaade2016_077r22, 8695, ascaad2014_033w9, d726, 04a5, 29aa, 47f7, acadia14projects_301g, 23bf, acadia15_211p8, 6e7e, 04de, sigradi2013_330b, 4795, ijac201614204p9, a08c, dda8, aaa1, 7bf8, 51b5, 4edd, 46c8, 52a5, caadria2017_115j30, 2c03, ijac201412205e4, caadria2016_271b12, 600e, 4330, 55fa, acadia14projects_487e, sigradi2014_176f5, 8f0a, 983b, ecaade2016_015z3, 999e, fafe, 6b20, 17d0, ecaade2015_309w67, 13a9, 3509, 6760, 241c, 23c2, 882d, 9784, 975e, acadia14_479d, c78e, 5abc, a120, sigradi2015_9.347v17, sigradi2015_7.203e10, 8a12, 0799, acadia14_671y, d047, 0540, 27b8, acadia16_244w15, acadia14projects_339ao, 9372, 7b63, caadria2015_087x13, sigradi2014_313j6, ascaad2016_042u16, 7443, 2636, 0f6a, caadria2016_487v20, sigradi2014_265v1, 8e54, c702, b555, 80ac, a610, f235, 850a, ecaade2015_229k51, ecaade2016_057m14, 165e, 6429, e395, acadia14_473an, 4dc0, 7045, 4ad2, c6fc, 9518, ecaade2016_075y21, d6e9, 75ef, ecaade2013r_010s6, 277e, e399, 9df4, 2ed5, 66c4, 0f2d, 5bf2, f4a3, d169, e915, 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9ecd, 05fd, 312f, 87fa, cca0, 8b18, 5a60, 64d8, f644, cfee, 340a, sigradi2014_345p8, acadia14projects_63as, 9df9, c5b3, acadia14projects_219e, acadia16_478l28, 0d48, 9ab7, a109, a56d, 51af, d1c3, cf5d, 7d9f, ecaade2014_214m54, 9816, 009d, ascaad2016_013a6, 9d0a, ecaade2014_105a24, 0bf7, 4196, d832, 6af0, 0b94, ddb5, 90b7, 2541, 04a8, 8ed4, b979, 0f82, a845, 109a, 977a, 1030, ce5e, 97cb, c7a2, d59b, 96ce, 8c9c, 10bf, a9d1, 8700, 1f1b, eb6a, 26b3, 3d43, 272d, ijac201513105b4, f4e3, 73ff, 7e46, acadia16_478u27, acadia14projects_33aj, 4122, sigradi2015_6.42b8, 6b25, 0523, c6a9, f50f, acadia14_347am, 3e9e, 1135, sigradi2014_079h7, cc22, 9376, caadria2016_003j1, ascaad2016_002l1, f25d, 381c, caadria2015_081b12, 69df, 0f40, f8e6, b2e2, 610d, 0b8a, ff12, ijac201614201o6, 52d8, 857c, sigradi2014_197v6, 459c, sigradi2016_537a, c4b1, 04c4, 6ce9, 95f4, bf3f, 9119, bdc5, caadria2015_218p33, ecaade2014_130v28, 1ed6, 35c8, 489f, sigradi2013_364t, fa4e, 8ddc, 642f, 9a93, b050, eadf, 04b8, 7adb, df11, 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