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 ga9921
authors Coates, P.S. and Hazarika, L.
year 1999
title The use of genetic programming for applications in the field of spatial composition
source International Conference on Generative Art
summary Architectural design teaching using computers has been a preoccupation of CECA since 1991. All design tutors provide their students with a set of models and ways to form, and we have explored a set of approaches including cellular automata, genetic programming ,agent based modelling and shape grammars as additional tools with which to explore architectural ( and architectonic) ideas.This paper discusses the use of genetic programming (G.P.) for applications in the field of spatial composition. CECA has been developing the use of Genetic Programming for some time ( see references ) and has covered the evolution of L-Systems production rules( coates 1997, 1999b), and the evolution of generative grammars of form (Coates 1998 1999a). The G.P. was used to generate three-dimensional spatial forms from a set of geometrical structures .The approach uses genetic programming with a Genetic Library (G.Lib) .G.P. provides a way to genetically breed a computer program to solve a problem.G. Lib. enables genetic programming to define potentially useful subroutines dynamically during a run .* Exploring a shape grammar consisting of simple solid primitives and transformations. * Applying a simple fitness function to the solid breeding G.P.* Exploring a shape grammar of composite surface objects. * Developing grammarsfor existing buildings, and creating hybrids. * Exploring the shape grammar of abuilding within a G.P.We will report on new work using a range of different morphologies ( boolean operations, surface operations and grammars of style ) and describe the use of objective functions ( natural selection) and the "eyeball test" ( artificial selection) as ways of controlling and exploring the design spaces thus defined.
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more http://www.generativeart.com/
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_017m4, abf3, a593, 5a26, ijac201614105p5, e45a, b2a4, c288, d9d0, 975c, d7f5, ea3d, 298e, 1e0a, c5c5, ae1e, 4d38, 723e, 36e8, 54e2, 43b7, ascaad2016_010b5, caadria2015_043f5, 341f, e409, 2e16, e2a5, 9ef5, 81bb, 8d09, 8e2b, ecaade2016_130o36, 8912, 341c, edf2, 3282, d720, ecaade2014_168b41, 324a, fa36, 4316, a782, ecaade2014_014v2, 879b, b035, 026d, 4445, 1de0, e641, 9a18, eb3e, caadria2015_111n17, 2916, 4d71, caadria2017_009o4, 7498, ijac201614104i4, ebc3, ffa4, d689, ef57, ecaade2014_019d5, sigradi2016_417ll, e69f, f3b1, ijac201513202m6, 4921, 05a0, 0804, e8b4, sigradi2015_8.239x13, 18d4, 752a, 0cee, 5322, ecaade2014_078s18, 38af, e0b1, ee66, 8bff, ijac201412303w8, f753, ijac201412301m5, dade, 3224, 77af, 2ce7, 497b, acadia15_110b4, ecaade2016_062c15, f0fc, 317f, ecaade2014_202n52, 7310, ascaad2014_024x5, 3061, 258b, sigradi2016_814s, 4c5b, sigradi2016_592t, 8e53, ab81, 0162, db1c, a066, sigradi2015_10.307f21, c6ae, 6f11, 9c1d, 3b29, 05c5, ascaad2014_037l2, 2ec0, ijac201614203z8, fc54, 658e, d370, 4e7f, ecaade2016_bkom65, 4547, 2ec1, sigradi2016_654b, 1cd4, ea59, sigradi2015_8.186k13, 73c5, b976, d1f9, acadia14_647av, sigradi2013_117r, d66b, sigradi2015_11.34e24, caadria2017_037b12, e808, caadria2016_881z37, 38f6, b752, caadria2017_124m33, a7c1, 58d8, 8984, ijac201614302a2, 3972, 001a, f651, 47e8, cd3f, f084, sigradi2014_227l8, dd83, ca6b, 8978, ecaade2016_234y62, 78cd, 7a04, 6f0d, 1ce5, 94f9, 2042, 2a7f, dbb5, 9ca8, 0945, 34e2, eaca, e67d, 58b9, ecaade2014_072h17, 8fe4, sigradi2016_732j, 155f, 7af8, 5bfa, 9776, 4b31, c619, eb88, 0563, 888e, 9532, acadia16_352y21, c8c0, 8026, bf06, 1795, d776, sigradi2015_10.220e20, ecaade2016_ws-dleadc68, 3eee, d9e9, 431d, 87dd, c43b, ecaade2015_25l5, 007b, ascaad2016_009p4, 6a28, 2cb8, 0972, ijac201412403n6, 89d3, ijac201614406h4, e47a, 3adc, 5cfe, 47c2, sigradi2015_10.140j19, 7986, cb1a, 6ec2, 1449, ecaade2016_147p40, ecaade2016_193o51, 2e41, 508b, 2358, 4552, sigradi2014_151f3, c49f, 44d9, e956, ad0e, 2891, 08cf, e49c, acadia14projects_115ag, 5506, sigradi2015_sp_10.179j31, 34f8, 5549, be3a, 533c, 1ddb, 8c71, 6e11, 30ab, 040d, ecaade2016_ws-foldings68, 6e49, 7071, 45d6, ecaade2014_127n28, 78e2, bc64, 893c, 28d9, 169a, 95cf, acadia14projects_549u, ecaade2016_040u10, ascaad2016_018g7, acadia14_565k, d9f2, 0f2f, ijac201412304s1, c30c, 1839, caadria2016_291f13, d2bb, 4771, 812f, 8701, acadia16_352c22, 7f11, 9cca, e590, 4b79, 8676, b61d, 340c, 4582, ff06, 04e6, 402b, b405, ee1a, 7565, 1c44, ecf7, 9891, 97f0, ijac201614101i1, 7928, 19e3, 70d9, 3c48, acadia15_251l10, acadia14projects_177v, e87c, d9fa, 51b5, ijac201412303k8, f53e, 2ce6, ecaade2015_127w24, b94d, 8302, acadia16_12i1, d205, sigradi2015_8.264l14, 8ec7, 1fb6, 7368, ecaade2016_130p36, 13b6, a805, aaf1, 625f, 2252, acadia16_450r26, 705a, ecaade2016_094l25, fc51, b7c2, 6335, d001, 4628, sigradi2014_186i6, ecaade2015_269o59, ijac201513101t1, 35dd, caadria2016_135e6, 6e91, ecaade2016_119n32, a629, 99b8, 164e, 4a00, 14a9, 7f5c, ecaade2016_223n58, dbd8, 85d9, 9100, caadria2017_030b11, sigradi2015_8.47n11, e403, 5802, 2333, 32eb, e27e, 213c, ijac201513202o6, ijac201513203p6, 9c72, 572a, caadria2015_181f27, ecce, f808, e4f2, acadia14_453g, c952, 5a58, 0032, f0bd, 3749, a798, 19cf, f174, acadia16_174d12, 748a, e26b, 5b14, 5dc0, 9b84, d358, 294f, b01f, bc1d, be0c, e6b3, ea80, 4c0b, 43e1, d7e2, 902d, b166, ecaade2016_042k11, 2b84, caadria2016_353a16, sigradi2016_490hh, b60b, 1906, 3e9e, 4415, c136, f234, caadria2015_203h29, 287c, 77f2, 1d7f, caadria2016_477e20, af54, acadia16_352r21, d51c, 7eae, 9895, a79d, ecaade2013r_013x7, 58a3, f80a, 4424, 2797, 706a, 7641, 706c, 18a3, 9dfa, caadria2016_507f21, a8a0, 6518, 8138, f62f, 1cf7, 612c, 7411, 39f1, d744, acadia14projects_135o, 4b32, 0aa1, 288a, ecf2, 870d, a2f5, 9de6, d05d, 4e90, e8ed, ecaade2016_095j26, e2ba, f517, 1f9f, f524, 0543, e154, 3086, 72a3, acadia14_145k, 5cb2, 4c54, 9be3, 43c9, 37d1, c828, 7505, 3d8b, 4dfb, 185d, 4238, caadria2016_405j17, sigradi2014_164k4, 8dfb, f206, ecaade2014_233i60, f276, 4fa9, 6e1f, 70b2, b4ee, f5b2, 2530, e86f, 067c, f768, sigradi2014_281j3, fa55, 5595, 0bd0, ecaade2014_182z45, ccb2, 265c, 6a0b, acadia14_117a, ijac201614204p9, 7f30, 150b, 20cf, sigradi2016_801y, acadia15_371g16, 3bb5, 6d98, e63b, f598, sigradi2016_450a, dccc, 7660, e9f0, 6cf2, 20a6, sigradi2016_367zz, cc7a, c137, acadia16_298l18, 3ae5, 21e2, 9d05, caadria2015_203f29, f9ea, 6581, aa50, 489f, 53c2, 284f, d6f4, 3314, 664e, cb97, caadria2015_069s8, b7a0, caadria2017_002n1, 9924, 58e3, 4186, 91d3, 58ee, 9177, sigradi2015_4.219j7, 222b, 6107, 0b2a, ecaade2015_115v22, 9a00, sigradi2013_117j, caadria2017_004i2, cc70, 62a5, ecaade2014_038w9, 4c36, d559, 18c3, 163c, acd6, 68e2, b092, b5aa, caadria2016_333v14, 51db, e337, 7ef6, 8182, acadia14projects_627d, ecaade2016_175k49, b963, acadia14projects_75d, f4d2, ecaade2016_ws-dleadp68, 2a62, e696, 1f22, 84eb, b798, 2991, 2d3d, fd80, d340, 55c7, 3b26, 48e1, 4392, f76e, df37, acadia14_317s, 32dc, 04ec, 00da, 1645, 3500, e602, b07d, acadia14_237au, af70, ba9f, c341, 3650, bbe7, b519, c48a, 72c1, 7c65, 1ca5, 9f41, 26fd, 1e5d, ecaade2013r_004b4, f5b4, 8b25, ascaad2014_023z4, ee09, 8a2a, 8a7c, db0f, 9821, 61ef, 94c7, 8721, addd, ecaade2015_193a40, sigradi2013_389, ecaade2014_094r22, 690e, ecaade2013r_015m8, 3f01, e698, 6c43, 8e35, acadia16_470h27, 50d4, ecaade2016_162c45, d6f3, 2aef, sigradi2015_10.377t22, 8562, ecaade2013r_009y5, ijac201614105o5, 7fd2, sigradi2015_6.42z7, acadia15_431n18, 931e, 5340, acadia16_214t13, 44f9, 3078, ca3a, 2a1d, acadia14_23ac, 0fbf, da5e, 5045, 8395, 6541, a222, 7b32, ijac201412201b1, db91, 4a52, ijac201412403y6, 2b04, bf7f, 3857, aaf8, 4756, caadria2016_177t7, acadia14_219g, a4a2, 083b, f023, ecaade2015_136o26, 84bc, 8351, f683, c662, e2e9, ecaade2016_037u9, 3b4f, ecaade2016_162h44, dc71, ascaad2014_019a3, c354, 306b, 8ebc, 2c8d, sigradi2014_266l2, ascaad2016_045n18, acadia16_12x1, 9da1, ecaade2014_153v36, 12da, 2812, ddf5, e614, 1ceb, ascaad2014_019m3, 795c, 1ce9, 98cd, fcb9, bc63, e49f, 002c, a371, 417a, 1971, ecaade2014_186h47, 48b1, 17a8, caadria2016_105c5, 49cc, 2efb, 0dd9, 77e2, 980c, ef5b, ijac201513105b4, d570, c73c, 1445, d366, 27ca, aff7, 2357, 1e85, 5813, caadria2017_158z39, 62d5, 1479, 89a2, 3143, ecaade2014_240p62, 5184, 9519, 3a42, ded8, e5eb, d3ff, ec6c, 21ae, 2c9a, fa7c, 2119, f8a3, 5e08, 5136, 40e9, f15a, b9da, caadria2017_124v32, 34f1, 5cc8, ccbc, c712, c2fc, dcf8, 57a1, 5ca9, 6755, e016, acadia14projects_101ak, 650c, 7db4, 74d6, af21, 63f9, ecaade2014_163x39, 979d, 7210, 06d8, a63e, f90b, dab8, ecaade2015_113n21, 1bcc, b2bf, ecaade2016_068d18, sigradi2015_3.268a5, ff51, e740, 645a, 5047, f99c, efec, 0e9e, 7466, ecaade2013r_001c1, bfb1, 68fc, 4887, a63f, caadria2015_126y20, 1c3d, 7697, f51c, 1c2d, db6d, 169c, 1bef, cd9b, aa33, 9894, 950b, d7e9, 975e, ab33, a99e, sigradi2014_085i8, 80ee, 460c, acadia16_224b15, 9bac, 2869, 192f, bd29, sigradi2016_544c, 7d9b, 9cbf, ec30, 2c09, 39cd, b899, ascaad2014_014j7, 026e, d165, ijac201513201x5, 129e, 67d8, c4d1, fa1b, 91bd, 45f6, 9f39, 2d7e, 5a84, e7e7, ebb1, c09f, a274, 192e, 148a, a218, bcd8, 82d5, 89f3, 5b02, 1f60, sigradi2016_778oo, 5281, 273a, a87a, 7b0b, c161, c17b, e9ef, a6dc, fdfe, ecaade2014_089l21, e036, ecaade2014_143p32, acadia16_184m12, a30b, caadria2015_048n5, ff13, 44c8, eef8, 3706, e91a, fed1, 18fe, 0063, fde1, 5ac9, 393a, sigradi2015_3.345z5, 4871, 7639, b799, ee8e, e1ec, 7938, 2e0f, 931c, 1ab2, 9f7e, 78f4, ec1f, 1e3f, 0a15, acadia14projects_427ap, ecaade2013r_003i3, 1041, 1cc4, 9123, sigradi2016_484g, 7943, 1679, ecaade2014_132c29, 74bf, acadia14projects_699e, 1a3a, ecaade2016_037z9, 7600, 1862, c35d, 11cc, ecaade2016_mrtk66, 3da6, 5395, ecaade2014_016h4, 42f2, 72ab, e36e, ecaade2014_111i25, 20af, 11d2, ecaade2016_129p35, 92aa, ec3b, ecaade2015_17k2, fc94, 1733, f233, acadia14projects_463k, acadia15_483d21, 4367, ecaade2014_072j18, sigradi2014_074b6, c353, 1b74, d95e, 8ad4, a389, 7eca, c671, ijac201513206r9, a079, 3084, acadia14_601ad, a9e0, 6668, 94ee, 8d3b, 9194, fa26, ae12, bb33, b996, b6e1, 047a, 24ae, 2001, fd73, 4ae5, 9b39, sigradi2016_448ee, caadria2016_023p2, 0454, f93f, 5625, c0b3, 896c, caadria2016_197p9, 745a, ecaade2014_024u7, 8fe7, b2cc, b8b4, ec2a, 1fc9, sigradi2014_132k1, 3f37, 2fcf, ascaad2016_004s2, ecaade2013r_003w2, ecaade2015_35a7, ascaad2014_026c7, 19f2, sigradi2015_sp_2.112j29, acadia16_372h23, efac, 34aa, 97ee, 6430, 2f67, 5095, sigradi2016_625jj, b5ac, acadia14_347ak, 8951, 1a0d, 6732, 10c9, 83df, c44c, e839, 0358, d5bf, ijac201614309j6, a637, 61f2, 35ba, 2aa9, eb28, ecaade2014_177v44, 88b0, ce84, acadia14_479b, 78ae, 5c6c, e85c, ecaade2015_207t46, be8a, 5057, ea01, f3c1, 0a3f, 6c73, 0cca, b17c, 972c, e0b0, ef4b, 2195, 0df9, 5d0c, 351d, 665a, c240, f89b, 74cc, 3808, ascaad2016_044r17, ecaade2013r_007c5, f1c9, 8e4a, 357a, 7c8c, 72b3, 88a5, 6ef1, 1c7f, ecaade2015_230l52, 5e0c, sigradi2016_809uu, 8c67, 82bf, 9d22, ed1a, 142b, ecaade2014_153h37, d371, ef64, f518, 8db7, 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ijac201513203t6, 9b9c, a12f, 6f0a, 1217, 3674, f020, 8801, cbd6, c229, f19a, ecaade2013r_004t3, 1c73, d5e9, 22b8, 6c46, 35b5, c281, d197, c03b, d640, 4d28, sigradi2016_534pp, 5782, 4cc1, 6777, 8b43, 4177, 6871, d92c, c57d, ascaad2016_034i13, d777, 881b, ac04, 60f7, ab44, 5d31, 7bc7, c104, 0a94, f385, 1364, c20a, 10e1, b3f5, 1103, c0fb, c847, 8911, ecaade2016_048t13, acadia14_671v, f9da, fc17, acadia14_145af, 1c7b, ecaade2015_329j71, cece, f790, 7987, 476a, ecaade2014_184g46, acadia14projects_479k, b74f, 9c65, 3d58, 6807, cb61, 47d4, acadia16_478u27, fc13, 9176, 0d5d, caadria2016_529o22, ecaade2014_067c16, 1043, 7561, 0006, ecaade2015_243v55, 6ad7, 6afd, sigradi2013_167, 656e, ab92, caadria2016_703j30, 775e, ecaade2015_28v5, c811, ecaade2016_152x41, 3250, e6d5, bebe, ijac201513303r11, 4988, acadia14projects_609ai, bed1, ecaade2014_198p51, 1492, 6fc5, dc53, 2a65, 4b2c, 589c, acadia14_33aj, 4bde, aaee, a6fc, ac77, e4a9, ddf1, 9d18, ae07, ijac201412204j3, 0b15, fbcb, ecf9, 0ac0, 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befe, f66e, 429c, e606, acadia15_407v17, 35a1, acadia14projects_655af, da82, 440f, 1b1c, 2d40, 22bb, ffb6, b667, ced3, 4c37, 9591, b0d0, 5446, 3f36, 22ca, a7c5, 716b, ecaade2015_286x62, 6c21, b8db, cde4, f070, 9cd0, aaa9, 2211, c28e, 81b0, a95c, abf6, 8604, 5757, caadria2017_046v14, caadria2017_142i37, 7397, cec2, ecaade2013r_003p2, 15ff, dda0, 3de9, bc84, 07fe, ba38, 33a3, 9984, 2393, 73ea, ecaade2014_186i47, 751d, c48d, fe4a, 7825, eed3, f9c1, 68db, f07b, 0400, 77fd, 1c6c, acadia14projects_199an, ecaade2015_319h70, fe45, 2186, eec2, 3eb0, d4e4, e411, caadria2015_084z12, 0f06, caadria2017_072c23, bc3d, 3e2e, 2af3, 7124, a1d5, 1cc6, 08b3, c5bf, f50a, ce43, ascaad2016_022z8, ecaade2014_070t16, c4c4, 7e33, bcf7, 68eb, cbfc, acadia14_609av, e304, 626e, 63b7, 4f25, deaa, feb1, 79c7, 01b4, ef69, 99d5, 54fd, c573, 49ec, 275e, 5e3c, cc04, ff24, 23db, 3765, 777a, c1d6, ecaade2014_224s56, e7e1, 2f1d, aad2, 3296, cb50, caadria2017_096b27, 4a32, d213, 5590, e124, 9ef0, 1bfc, beba, 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6200, 1a5c, 9e78, 9c21, fb36, 8964, f573, fe3b, sigradi2015_10.140s19, caadria2016_033a3, 2d53, c1da, cb59, 8094, 8a96, b6e0, 66be, 1415, faa9, f64c, 4f56, 27d2, 4a6d, 94b2, 04f5, 2a7b, e009, 69c7, 06d0, 8e30, 9f0e, 5dde, d80e, acadia14projects_619ae, 0b62, bb6a, 5a7e, ecaade2014_038d10, ecaade2014_182c46, cbb7, ecaade2015_175m37, 1c80, e74c, 7aa7, 5d2a, ef98, 49b6, 7dce, 899f, e05d, 7e27, 1f64, 4acd, b358, e0f7, ijac201614105n4, ecaade2014_192f49, ecaade2015_109t20, a79a, 613c, 1ca8, ecaade2015_200j43, 16ac, b07f, e16a, acadia14_145m, 014a, 0923, ecaade2016_tkot66, 9a89, 80e3, ijac201614202c8, 41fc, c33d, sigradi2013_160i, e6f5, ecaade2014_153s36, caadria2015_016k3, d649, 528c, 1295, 3324, 27a9, aa4d, e961, cb29, ascaad2016_045w18, 8072, 18e1, sigradi2016_654vv, 2da2, d060, 7923, ecaade2014_206x53, eed8, de38, 30ec, bc48, caadria2015_208k31, ijac201412203e2, 5a54, 0083, e4c0, 6ce7, acadia14projects_601ac, f0d9, ecaade2013r_013b8, dbbd, 2710, caadria2015_203i29, c53b, 8504, e0f3, 8d49, c6dd, ce3d, 8b49, efc8, c7be, caadria2017_003d2, cfaa, 4ab3, 9f67, 6d37, 05d9, 75c0, 6a59, 4d0d, 4f31, caadria2017_145v37, b858, d731, sigradi2015_6.42b8, 314b, acadia15_431h18, 3d32, 7c46, eb90, 81fd, fec7, b830, caadria2017_096o26, de9e, ecaade2014_133p29, ijac201513306d13, 654e, 6012, b503, f33d, 7e15, e9b1, 9886, 1d0c, db85, 72b4, ascaad2016_006i3, ecaade2016_058v14, 3959, e0b4, 5687, 3240, 6164, 530b, 5cbc, ecaade2016_191y50, 13ad, 9274, 42db, 7cac, b06e, efb5, 5227, 2756, 4941, 2f34, c6d5, ascaad2016_001c1, 7f18, 8f9c, acadia16_372x22, ff56, 6a9b, 7bd0, 4cd9, ijac201412201h1, 51d8, 12b6, c992, sigradi2013_215d, caadria2015_185i27, b186, c959, sigradi2014_201j7, 5c49, f176, acadia14projects_699u, caadria2015_048u5, 2659, 4fc4, 72c3, 83f9, 3b65, 7164, 2fb7, d7c9, c572, acadia14projects_33aj, 4856, 2ce9, 0447, 1d2c, b183, f5c8, 1900, fd25, 96c6, 1dc0, 14ed, 49ae, 788b, 3b38, 386f, cb08, c215, c587, b67e, 13be, ecaade2016_ws-intelligenty68, fb61, aa0c, aa2c, 1bab, fbab, 2e87, 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042e, e9fb, acadia15_407n17, 7340, caadria2017_015d5, acadia15_185c7, 1ba6, d77e, 0675, ecaade2016_015z3, 998a, 6ba9, 4981, e3cd, 5f64, cef8, 6003, 2233, dd33, ijac201412405n8, f299, 5b87, acadia15_497h22, c616, 2cec, 585f, f3eb, 6cb8, caadria2016_529p22, acadia14projects_637ai, 2a17, a68c, 7027, e2bd, c9ab, beca, 9904, 98c6, fed7, 10b6, 1fbb, 740f, c7ec, caadria2015_226a35, 0ee7, eb8a, 8051, caadria2016_735s31, 5182, d93b, e15c, 815a, dd66, ecaade2016_095e26, acadia16_24u2, 35d4, 6db8, cf4e, 22f0, caadria2015_226s34, caadria2016_445y18, 7a1e, ecaade2014_206z53, a9d8, f1f6, cea5, 9d3f, b7e2, 83af, 642a, 8116, 6a11, 5caf, b5f0, 2332, b7cc, 000b, 9db7, sigradi2016_710gg, ecaade2015_118v23, 2081, ecaade2013r_007g5, 716d, df66, 9484, 9ff1, ae0b, 522f, c189, e0c0, sigradi2016_534kk, 4cdf, 870c, 28d2, sigradi2015_10.381g23, 1e57, 25a1, 47ce, d9ae, 8f83, 9a2e, b2c5, 0da8, 9b31, caadria2016_197j9, 7a87, b642, 6b96, 0034, 4485, 7863, 8907, e869, fd70, 848f, 33a9, ijac201614201o6, acadia14_125aa, 01ae, 1349, acadia15_123t4, 24f8, sigradi2013_425t, 1f25, 7594, 4bb1, f342, f732, eade, 51ab, a7bd, 56e2, ecaade2014_168h42, caadria2017_096e27, 1f8c, 2a55, 4d8d, d61a, c9e8, 86c3, b703, 4636, b920, b201, 066c, 19f0, ab16, 7889, acadia16_308c19, sigradi2015_12.107g27, 3bbd, 233f, ecaade2014_035x8, 6de4, caadria2016_333a15, 0692, ac9b, ecaade2016_087u24, sigradi2016_450oo, dc7f, c545, 24dc, a24d, 9174, efcc, f8d4, 103a, caadria2015_124j20, 3389, 8b21, 4dc2, 4fc9, f1a2, 744c, 03b9, sigradi2014_263k1, 1d4d, sigradi2014_263d1, ecaade2014_157e39, 3c82, 69dc, df85, ab6a, beee, 1df9, f74c, sigradi2013_74c, dabf, 1131, b257, e446, sigradi2016_483jj, ecaade2015_13m1, e604, cfa5, 7f39, e15e, 5704, 17a2, 831b, 6ccb, caadria2017_132j35, ecaade2015_278o60, e8bc, 6448, sigradi2013_74g, 1c4e, 33bb, 3577, 0795, a931, ecaade2014_149j34, 14b7, acadia14_655y, 0d2c, 2709, 120f, 6e1b, df97, 3f0a, c241, 6721, 8769, 982d, 2a58, ascaad2014_012j6, 99ce, 1c88, 57d4, e989, 5968, 75be, 09f2, ecaade2016_162b45, 02d8, 22b9, 98c5, 3fe8, fc81, 4d1b, 11ff, 448b, 22e9, e241, fc57, d1ed, 0449, 030b, caadria2017_132n35, d339, ce2a, 2c63, 591f, d97d, 6138, 23fd, 35c4, ecaade2016_161x43, sigradi2013_407j, sigradi2014_213o7, b7ef, 8179, 1c65, 07db, a5ae, ecaade2015_247d56, 5b44, 382a, 3761, ecaade2016_tkob67, acadia15_47n1, a63a, acadia14_523ar, 4bdf, c03f, ecaade2015_193c40, 5686, 385b, 11b0, d190, aa82, e865, ecaade2014_031v8, 66a5, 1bfa, 3647, fa15, be9d, 9aa0, 9fec, 72ef, 572d, b60e, ecaade2014_239o61, caadria2017_058p20, 3487, ecaade2015_21r3, 7304, 6ca7, 7bd3, b340, ecd7, c129, 2085, 43f3, 6683, 032b, 25e3, ff6c, e74b, 0077, 2f25, 46ca, acadia16_344j20, b912, ba17, 949e, ecaade2014_173l43, sigradi2016_655e, 9e28, acadia16_270x16, 22ab, c37a, 055c, sigradi2016_375f, ea04, acadia14_719b, dae0, 3c4c, dd90, 0ec7, cf0b, 2b05, e923, ebb0, 5d2e, 8688, 1a67, e24e, 48f3, acadia15_223f9, caadria2015_069t8, 6e1c, efa6, ijac201412303v8, e8fb, 4e55, 18cb, 4c77, caadria2017_055i18, 1e56, ef7a, 546a, e166, a1e4, 25b8, 2942, 1dab, 11da, e62f, 4761, f47a, 32aa, fb54, f087, e319, c1b2, 29b1, b860, 2825, eb36, fb43, ec4b, caadria2016_517a22, 0302, 1829, 675a, acadia15_343f15, ecaade2014_140k31, 2dc9, sigradi2013_397f, e93d, 5602, sigradi2015_9.347i17, ecaade2016_225l60, 328e, ascaad2016_008d4, sigradi2016_637bb, ecaade2016_238m63, caadria2015_220i34, c632, 1753, e7cd, e082, e458, f1b2, 3a1c, sigradi2016_815gg, f1a5, 0528, acadia14projects_101ag, b813, ijac201614208a14, 21a6, 9ac1, 1fb5, c18b, 6f64, d028, 9ba1, d62e, 1283, acadia14_63ad, 3f57, a800, sigradi2015_10.307m21, d980, 4b04, 0a2b, 2731, 8270, 7d0c, 9bd1, sigradi2015_8.328n15, 5d91, caadria2015_073e10, ffb9, 0b1c, 9866, 6681, 21bb, a2ca, 4a0b, f431, caadria2017_027v9, 5bd6, ceae, b9d5, 27dc, a8c5, 2a0f, fb9e, f19c, a9fb, fc9f, 717c, 67c9, 8a65, 819d, 3be4, 96e7, 5f6d, acadia14_487g, ascaad2016_001a1, 6e95, dba8, 1312, 3f78, caadria2015_237n35, caadria2015_213f33, a249, c68c, 46c1, ecaade2016_113w30, b1d6, ad54, 0ad7, bad5, 98ad, ecaade2015_155n32, caadria2017_165z41, 0e7c, a688, 733d, ecaade2015_229a52, 09a8, acadia14projects_579k, 8a5e, ed6c, ecaade2015_195s41, 0287, 68c2, 0264, ecaade2014_070n16, 0c16, e4dc, ad03, 8ea7, a976, eb8c, dbbb, 866c, caadria2016_013s1, e1d5, 9fc0, sigradi2016_659w, e924, 42a3, d98c, f1bc, d26c, 51f4, 8c03, b0a4, 232e, ascaad2016_010z4, 95af, 4c2a, fd63, 00ce, 1379, 6d32, ebe4, fd76, 2a05, 72e1, e8f5, 7c3b, 1864, 1b8a, 2927, d45f, sigradi2013_158f, dff5, b548, ecaade2015_287n63, sigradi2013_387a, a51b, acadia14projects_101r, ecaade2014_018p4, 72df, 6830, 107b, ecaade2014_020p5, 085e, acadia16_72b5, cb2f, caadria2016_517f22, ecaade2016_223m58, acadia14projects_565ai, 6cc8, 1b62, ecaade2014_192g49, acadia14_135aa, 85e5, 3878, 02fa, 5995, d59a, 64bc, b410, 79b6, e3f8, d63f, sigradi2016_805hh, ecaade2015_200m43, dc7d, fe6b, 5684, 89fa, 80ec, 3df0, bd56, d8ba, b986, sigradi2013_421h, ecaade2014_111t25, 978f, caadria2015_126p20, 4354, caadria2017_001d1, a83b, 4d5d, 0c39, ff47, 750e, ecaade2015_294k64, 1a4a, 98a0, 4612, d43c, ecaade2014_168x41, acadia14_91t, ecaade2014_123f28, ecaade2015_280c61, 5faa, 1474, d546, sigradi2015_3.209h4, cda2, acadia15_451e19, acadia14projects_339ax, 18df, 7d4a, ascaad2014_029i8, 12bb, 0f52, fe73, 866f, ecaade2016_108x29, 611c, e135, 301b, 8abb, b9fa, 3ed4, ascaad2016_030e12, 138c, 155e, 050b, 008e, fe12, acadia14projects_63ab, be71, 4816, 6420, cdf5, f6a0, ijac201412408l1, ecaade2016_224w59, caadria2017_047a15, 604b, sigradi2015_3.221s4, c1ef, 2bf5, 9f33, d9e8, ecaade2016_023m6, 9df2, fab4, ascaad2014_018d2, 5ad9, 0a53, 3863, c3e3, e012, be3c, f241, a660, 2e99, ascaad2014_033h1, d99e, 67fd, ecaade2014_224w56, 140a, 456f, e79e, e6c0, ecaade2016_068i18, ijac201412407e1, caadria2016_013l2, ea8d, 641c, 79e1, 1c85, f4f0, 3ea9, caadria2015_114z17, ecaade2016_ws-foldingv68, 2f40, 7c5c, 81f5, 580c, ijac201513205s8, 619a, e842, 043e, b39c, e68a, bc68, decd, 72b7, 7002, 327d, b06d, 3272, 80c3, a918, 68b2, acadia14_619ap, caadria2015_111j17, ijac201614305a3, caadria2015_073p10, 828d, 44be, 6565, 2c5e, acadia16_234g15, ascaad2016_022o8, 1422, ba56, 1e01, ea3b, 74b5, 61a8, aa5f, 34dd, 76cd, 6903, fc2e, 36d4, caadria2015_077w10, c384, 17b9, ecaade2014_094k22, 1825, e3c4, 0d79, 016f, ecaade2014_018s4, b73a, a625, 7399, b591, 725b, 1fce, ecaade2015_301n65, sigradi2015_3.221t4, ecaade2015_297x64, 84ae, 8d45, c625, ef53, 43a0, 3f6c, 55d3, acadia14_619ah, sigradi2015_sp_8.6c30, ecaade2014_175t43, 11d7, a9a9, ecaade2016_127y34, acadia16_308b19, e2e4, acadia15_185x6, 07c6, 7e95, 9031, 7fd8, b38f, c3b7, e576, 9395, cf8f, 0981, ascaad2014_031j9, f668, e1f3, caadria2015_016j3, a985, 3dac, 9fa2, 260e, acadia14_247n, 0737, 8b73, acadia14projects_347ak, 951f, 3f0e, 7fad, 0d1e, 3cfa, 4004, fcbe, d1bf, 5a6a, 4c9b, ijac201614308v5, sigradi2014_047j4, acadia16_224c15, 5f70, 15a9, 6964, 8bd0, bcd9, 47cf, e529, c2cf, 989b, caadria2016_755i32, 5c7e, acadia14projects_247r, acadia14_699g, ac50, ijac201513305g12, ascaad2014_003y1, 8330, ijac201412304k1, 7e06, db21, ecaade2014_130z28, ed27, ecaade2016_074p21, sigradi2014_234x8, 7528, 9677, e108, 30f8, 597c, 4611, 9e2e, 6f32, ecaade2014_180x44, 3416, 509a, sigradi2013_30z, ce68, 78c8, 50b7, ecaade2014_096b23, ecaade2015_139z29, d393, d15d, 32f5, acadia14projects_347am, 96eb, d7f4, caadria2016_271a12, 6712, 488b, ecaade2016_002e1, 459d, 01ac, 6c63, 7ad1, 7dca, efd0, a0fa, acadia14projects_435ab, ecaade2016_065x15, c124, acadia14_565j, ecaade2014_057e14, 784b, daa8, 3838, 5aa6, 51f1, 945f, sigradi2013_184z, 4fd1, 260b, 1c78, ecaade2016_198l52, f51b, fbe7, ecaade2016_007e2, ecaade2014_109m24, efc0, ecaade2015_280b61, caadria2015_170p25, aed9, 7ef4, ecaade2014_140o31, 330f, d266, 5131, ecaade2015_33l6, 89fc, a4b9, ascaad2014_032n9, ijac201513101p1, a44e, 01de, 2436, cf95, ijac201614404v2, b708, 2beb, 7fc3, fbae, 1b1d, 9a12, 2ef3, ijac201513302p10, b3bb, b6ce, 2e75, 1831, 8246, 73c8, 07d2, f30e, 3673, 0a08, 05b5, e32d, 50dd, ebbc, caadria2016_745a32, e233, 8076, 7aa1, ecaade2014_010d1, a869, 7d45, ab7b, cbe8, 3d72, ijac201412406p9, 8ca2, 5f75, ijac201513105m4, ascaad2014_019g3, ecaade2015_113t21, b35d, f2a4, 2521, 1bfd, 0885, e1b8, fea0, c17d, 2c5c, 3303, 56b5, f9f7, 7385, 6a0f, b8d8, 34cc, acadia14_135s, dec1, 681b, 0e9f, ecaade2016_006j1, caadria2017_016x6, 8276, sigradi2016_441kk, 70b8, 89e2, sigradi2016_655j, 7f1f, eb72, ecaade2014_239a62, 4dda, 48ed, 2b11, 0c4f, 7ee8, b76b, 838f, 4518, f307, 2f5a, d791, 2087, a0c8, ffe9, 7c36, e399, ecaade2015_285d62, d877, dcb2, ijac201614103l3, 4193, ijac201614207r11, ecaade2016_225w60, ecaade2015_77x14, 6123, 4580, ef0f, ecaade2014_024a7, acadia14projects_145o, 0a0b, acadia14projects_91s, 92c9, ffe8, 3149, 5014, 216c, caadria2017_033p11, 2c87, e275, ad1d, c0b4, feab, 4df7, 9514, 43f9, adb8, 774a, c501, 07ef, befb, a9c8, 3e65, af57, 18ff, d5f7, 0a01, 48e7, 1585, 2af5, dfe0, 3058, acadia16_362s22, 0b3e, 7b47, 798f, 0e7e, 7332, caadria2015_032y4, caadria2016_507i21, 5b54, 7039, acadia14_339ax, 8dad, afbc, 1db4, ecaade2014_113r26, 93ea, c8df, c1e2, 0e0a, 75d1, 9259, 4166, ab2f, caadria2015_061b7, 09f1, 1cee, da2d, 94bd, dc15, c1d7, 82e7, f692, f550, acadia14projects_691aw, 85e3, acadia14_619at, d48e, e070, a6ba, 6b77, 3376, d754, e3e9, dc37, ecaade2016_023l6, b206, 576e, 6749, 7330, 334a, 624d, b27f, 0e66, acadia14projects_719b, d0b7, ecaade2016_242k64, 0bb9, 7663, 9058, 3011, 7bf2, c2ef, fc4e, 52cb, 26df, 4f3f, 59c2, ascaad2014_014h7, 465e, 3610, 039e, bce1, 5494, 6559, 564e, 0f33, 5af4, ijac201614208s13, b5b5, b29a, 40e0, ba84, f90e, e175, acadia15_211v8, 66f6, 99e5, ascaad2014_024f6, 0874, 615d, 73d5, ecaade2015_170x35, e53c, 589a, 212a, 222d, b63a, ecaade2014_010g1, af53, acadia14_619ad, ecaade2015_83p16, ecaade2015_122n24, 9a95, d75e, 3b74, a3a5, 6191, 98c9, c36c, 558e, 1f16, 924e, 1d9f, 0f21, 5b1a, dec4, a8c4, b5ce, 2f8e, 2f9f, c87c, 7966, 48d1, 9cf6, 1092, 4651, 7141, 3131, e9e3, ijac201412408n1, c412, aa4f, 0ba8, 5368, sigradi2014_265n1, ecaade2016_139w38, 43aa, f9ee, 4701, 7303, cac5, 6269, 23d5, ffb0, 5a07, e830, 7143, ca85, 59b6, sigradi2014_047i4, 052e, 3e6e, 98ed, 48d7, 7492, bc35, 5d74, 6bd2, 5f99, ecaade2015_294m64, 5a50, d0f0, 59d7, ecaade2015_320m70, 1a3e, 6ade, 469f, ff5c, 25c6, sigradi2014_084x7, 6f6f, ijac201614405o3, acadia15_417w17, sigradi2014_313a6, 4cbc, e1d6, acadia15_195z7, 2dce, 96d5, 821e, 7df5, ascaad2014_018a2, df9c, d8f3, b940, 8d81, bf7b, b67a, 0a8b, e776, 9345, acadia14_409m, ecaade2015_333b72, ab09, a047, caadria2016_631c27, bb6c, e7d2, 524c, ijac201614405d3, ecaade2016_057n14, ed37, f32c, 1c3c, ecaade2016_018x4, b4ef, acadia14projects_479a, 5fdf, 28af, sigradi2013_208, cfa4, sigradi2016_659n, df44, acadia14_135k, 9629, e835, ascaad2014_033f1, ed69, 2a14, acadia15_343g14, 4356, sigradi2014_345l9, 082e, 6ae2, 6045, caadria2017_015c5, e1d9, 1250, 26e0, e503, 27be, 264b, 8a75, e974, 0e27, caadria2015_208j31, b474, af15, ascaad2014_012l6, 4ffc, 7f3f, 6ea9, 5f12, acadia16_308w18, 1c46, 3129, 1a89, 38d2, e083, 59cd, sigradi2015_11.8j23, 4302, bc41, dca6, a2d7, ascaad2016_049u20, be5b, 73ae, 171e, c75a, 2a66, d4c7, f311, ef49, bc22, d77f, sigradi2015_3.268g5, dc29, dfa5, 6876, ee15, 534b, sigradi2013_226a, ascaad2014_022j4, sigradi2013_391h, cc51, 0aec, 0ec8, 4453, ijac201513304y11, f750, 2a1c, 6351, 856f, 254f, f8fa, b91f, sigradi2016_777ll, b6c5, c2f1, c679, 1038, fd2d, d74e, 084d, 421e, ea92, 3faa, 1130, 999b, 775d, 27df, b1de, 833c, b7ad, aa61, ascaad2016_056j22, fb98, dbd5, 26e4, ecaade2015_53o8, 380d, 963c, f04a, 6b6f, 6044, 5986, 84f5, f65c, ecaade2014_168k41, 449b, ecaade2016_013n3, ascaad2016_011i5, caadria2017_021o8, e41a, ijac201614208v13, acadia16_308v18, fd16, c153, sigradi2015_8.186h12, 36ba, 2a94, 04a4, 382c, caadria2017_182r43, 5ede, 57df, 2a03, f05a, e5ba, 221b, ecaade2016_132y37, ecaade2013r_003y2, ecaade2016_130x36, c5c0, acadia15_469o20, sigradi2016_690h, 39eb, ddfc, sigradi2016_592y, cf72, ca7d, aea2, 0cf6, 9f99, ecaade2014_088d21, 78ed, caadria2017_047x14, def7, 5482, a43e, 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bf00, 0e72, c35e, 94d4, 4918, ecaade2015_100m19, 4295, eeef, 8224, ab31, 58de, 20ad, 16d7, 59cc, 16bf, 54ea, f8f0, ab71, a059, 3428, 4a02, caadria2016_405b17, 715e, acadia16_432m25, da5c, e385, 1a3d, 68c3, caadria2016_229v10, 1f56, 1b27, f58e, 0941, d108, d4a8, eb26, sigradi2014_347l10, 29cb, c178, 41f9, a14b, ijac201412402l5, 6394, d5f3, c257, ecaade2016_169m48, 1e34, 9bdb, 3695, caadria2017_158x39, 6f24, 3acc, ascaad2016_029w11, b576, acadia14projects_317t, 81e6, c6c1, fdca, f25e, ba28, ecaade2015_233e53, d1b2, 817d, 4a9f, eba6, bc15, 95f0, ca57, 24e6, 65a4, 3dc5, 31ec, 0fed, sigradi2016_400m, 6866, caadria2015_119d19, cec7, 1743, 9fad, ab22, 4946, 943f, 7d67, ce62, bdca, f9e3, ecaade2016_089x24, c5df, 65cd, 39a6, d844, 5115, 7c43, 9a76, e0e0, 7ab2, b556, f72a, 634f, 6806, ijac201614202u7, 8d9d, 699b, ef2d, b9e3, caadria2016_147g6, c1c5, f5ec, acadia14projects_427ao, caadria2015_210i32, 4ab8, 4b36, a09a, 865f, bc7d, 82ea, a601, a279, 2177, 69d2, 8bbe, 2894, 9d1d, 53f4, 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