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 cf2015_247
authors Demir, Gozdenur
year 2015
title Analysis of Space Layout Using Attraction Force Model and Quadratic Assignment Problem
source The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 247-267.
summary This paper researches the usefulness of computerized space layout programs in an actual problem of space layout of more than 50 design units of unequal sizes. This was tested with two existing space layout optimization methods, Quadratic Assignment Problem (QAP) and Attraction Force Model (AFM) as well as a satisficing method, intuitive approach. Necessary inputs for the evaluation processes, the evaluation processes and the resulting space layouts were analyzed for each approach by one designer. Their performance in the design process was criticized on subjects like preparation of inputs, situations related with multiple trials, evaluation of the resulting space layouts based on given inputs and what those space layouts represented. Generating alternatives is an advantage of computerized space layout approaches so that conditioning on the resulting space layouts decreases in the process but more research has to be done for their practicality in terms of input preparation, evaluation and transfer of outputs. Possible improvements were suggested to increase their usefulness in the professional field.
keywords computerized space layout approaches, quadratic assignment problem, equilibrium method, intuitive approach
series CAAD Futures
email gozdemrg@gmail.com
full text file.pdf (951,164 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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5ae6, ed45, 963f, caadria2016_435k18, sigradi2015_10.377s22, acadia16_12i2, f7b4, 9c56, 155c, 8a20, 4627, 5ede, acadia14_619al, 9336, 23bf, 5875, sigradi2016_449mm, 9562, e4e2, ascaad2014_009i5, 4855, acadia15_110r3, 71ad, a8cf, 548c, c333, efbc, c58c, ecaade2014_010y1, b7aa, 10cd, ab92, 59fc, a2b9, c5ea, acadia15_431o18, 862c, f6f9, 5f3b, ijac201513203x6, caadria2015_208x30, b420, 6a09, dba6, caadria2017_057t19, c067, caadria2017_129y34, 9365, 8de1, b463, acadia14_565ab, baf8, 1f28, 11dd, b011, caadria2017_183h44, 5034, c4fd, ijac201614208m13, c95c, acadia14projects_531z, ijac201412205s4, d3ff, 1b06, 9bdf, 54ce, 28f9, f585, 4736, 9d48, 304a, 07bf, 33a1, 0190, 9ba3, 527f, caadria2015_150b24, ecaade2014_237e61, 86c1, c804, 3ccd, 2979, 6cf4, 706d, 94b0, 37d2, e373, 9ab7, 7a05, fa72, 30da, ef71, a1d0, 04cf, f126, 5836, bc46, 8449, bea5, acad, 0319, f5ce, acadia14_111k, 7c7c, c814, ascaad2014_001g1, a559, 2543, 0cc7, 2209, 6882, c7c9, a78a, abdc, bd26, c09d, 166d, c928, caadria2016_209b10, 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sigradi2014_265u1, 54d5, 3de2, fa5e, ecaade2014_095t22, a8af, 6f9f, d78f, 1c80, dd01, 0059, acadia14_719f, 9f19, 3313, 38c6, 2ef4, 0ef2, c00e, 6fb3, 9c55, 70c8, 8cf7, 898a, 03b6, ijac201614204d10, ijac201412403m5, 8035, 5802, cf99, 5ecd, 063b, 7d1e, cc2c, ca7c, caadria2017_008v3, b34a, 4ae3, c0b2, 4358, 6f14, 1ac8, 3df0, ecaade2016_221y56, 66f6, c1e3, 35cb, ba9e, 22a9, 1431, ca23, acadia14_23af, 6c69, ecaade2014_038e10, 8213, 14bd, 6859, f488, 85dc, 0c03, ecaade2015_317i69, e0f7, 8d5e, f097, 0656, ecaade2015_144h31, ecaade2014_169m42, 2d26, ijac201614202u7, e038, ecaade2014_108f24, 271e, 6299, 521a, acadia15_232t9, 2663, a161, 2fac, a9dd, b02b, 96ca, ecaade2014_191u48, b874, 52f0, 5f95, b73a, 191f, c2dd, 3b57, ecaade2014_113s26, d8c4, aff6, d2b1, cdc3, caadria2017_005y2, 8d57, d1c2, 7048, 7bba, edcd, bf81, e363, d631, 97f2, 4fc5, 12e5, 3368, 9b34, 861c, 024d, 36e2, 68d1, 14d9, ee31, sigradi2015_sp_8.326s30, a2c5, 8d47, eb7e, ecaade2015_116i23, b3b5, da3e, 4138, 620c, 1090, 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sigradi2015_11.196g26, c070, 1eee, a79d, 00c9, 8ae8, acadia16_326t19, 0475, defc, 4e54, 98aa, 90fb, fe5b, 7406, 60bb, b4fe, acadia14projects_153c, 4b3e, acadia14projects_555i, ascaad2016_024j10, 4a6b, 9436, 2f9d, caadria2017_132i35, d0cc, sigradi2014_213v7, ascaad2016_002j1, c94a, 15a7, faba, d37a, c02f, 40ce, ecaade2015_206v45, e900, 41ae, c519, a0be, fd28, sigradi2013_46b, 6a7f, 35ca, 210e, 6440, 6551, 939a, 9809, acadia15_95n3, 27d1, a6c3, c232, caa9, cfea, e62e, ecaade2015_284l61, c8fe, c8e6, 315d, c6b3, sigradi2015_10.140p19, 7bb8, c46a, caadria2015_114m18, caadria2017_132h35, 5d21, ed75, sigradi2016_778rr, caadria2017_004t2, 5786, 3318, d5a4, 6e4b, 6e4e, 9f84, 3d55, 0c4c, e7a6, 10c9, 1927, aa3d, bfa6, 9136, 3a2e, 22e7, b288, 8356, 3fed, 4ea3, sigradi2014_263g1, af78, ce67, e023, 7e9e, 4b48, 3f07, a70b, 2b1c, 4182, a926, 6857, 4070, e062, da65, c22f, b8cc, d52a, 2c5c, acadia14_565w, acadia14_389ay, 1bdc, a7ed, ecaade2016_079u23, f5c5, 5399, c54e, d6f4, 61aa, ec7c, ad42, 5925, 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0938, 60b3, c878, 24ea, a3d2, 9744, caadria2017_037a12, 851f, b61d, eec0, ecaade2016_126m34, f119, c640, 1bf4, ascaad2014_031f9, caadria2015_014w2, ae0d, 20c4, 355e, 29ad, 0b94, caadria2015_102y15, 2b10, caadria2015_208u30, acadia16_214a14, bcfb, 02d6, sigradi2015_sp_8.78k30, 4aaa, ascaad2016_041k16, 235b, sigradi2013_10e, ecaade2015_333m72, 0a8b, edd5, 2e26, faf6, 9acd, 4c46, dddb, 9279, e535, 4590, d2b3, b9ce, 785c, 43a0, b255, 7582, c460, 142b, aa6f, ijac201412407c1, e3ec, 36aa, 33e5, 3945, ecaade2016_027c8, cda8, a96a, sigradi2013_359d, ecaade2014_143t32, 7526, sigradi2015_11.71i24, 856d, 5d46, 1042, sigradi2016_635j, 6466, 4965, 2719, 0b7c, d7ea, 12bc, ascaad2016_045j18, bf5b, f351, 4b53, acadia14projects_267m, e865, ecaade2015_21j4, 13ca, 1cd9, 0a87, 7d54, 6928, sigradi2016_636l, acadia15_469i20, 686e, a2c4, 48ba, caadria2017_051o16, ecaade2016_110h30, caadria2016_013f2, e8e4, 353d, 91cf, 3f40, 9db2, 0569, b031, 44be, ecaade2016_151h41, a0e3, 2438, ecaade2015_297y64, a218, 2e0d, 77bb, be4c, 6d6a, 6115, eb19, acadia14_709al, f4f1, 6128, ce84, cc2f, 59da, c661, 7ac1, 99c3, ecaade2016_230s62, 11c0, beb2, 084e, c0ea, bca1, 2f37, e0bf, 8647, 7938, 8732, acadia16_382c24, b48a, 3bf2, 2ad5, efd5, sigradi2015_sp_8.78j30, f5db, 5567, ecaade2014_104m23, sigradi2015_10.177y19, ijac201412407h1, d0a9, ad80, b3c9, dc9a, fcc3, 29a8, sigradi2016_383ii, c70f, ab03, ijac201513105g4, fa70, f816, 3e46, a761, 4b99, ea58, d36e, 564e, ddae, acadia14_573aj, 5403, b989, ca28, e0b0, 38d9, 9c88, f543, 9970, a93d, b456, ijac201412205m4, 1670, 35ed, 0e3d, 7be1, 1eb9, 8d70, aad3, cc28, a256, ecaade2016_139f39, 5d5b, b840, f7b7, 3a42, b740, f031, dd7a, acadia14_101v, a20a, caadria2015_206t29, 8223, 32a5, ijac201614104v3, eda3, 4bfa, b95e, eff9, 162c, 1f1d, a03f, a840, 4495, af59, dad2, acadia16_24p2, caadria2016_549k23, sigradi2014_015d1, ijac201513202k6, 4add, bf30, bbcf, acadia14projects_333au, acadia14projects_301d, 69c6, 680b, 3bf1, 49be, e942, 7c97, 0e2d, a3b6, 79cd, 29d8, ecaade2015_21k3, d474, caadria2015_145u23, 41c5, acadia14projects_647av, ascaad2016_057v22, 0f63, 3f06, e874, ecaade2015_53i9, 23c5, 1c6f, ecaade2015_164o34, sigradi2014_180s5, 1474, 67b5, 1bc2, acadia14projects_579a, 1f6f, 3268, c0fd, d899, 7080, caadria2016_839p35, 5c4d, 39bd, ef58, 2169, b820, ascaad2014_032r9, 4822, 15c5, ecaade2014_113y26, 3cbb, 6972, 8f96, ecaade2016_217d56, b680, c949, 88af, ijac201513306c13, 2398, ed7a, 6793, ebc7, c07a, 854c, ecaade2013r_009j6, sigradi2016_592bb, ecaade2016_225r60, 6800, aa23, 8611, ecaade2016_225d61, c236, 2258, 700e, 002a, 6e6c, sigradi2016_781yy, 1f54, 8c36, 8a07, ecaade2016_222d58, ecaade2015_251o57, 9b94, 0811, e1e9, f968, 8faa, e728, 2750, 58a7, sigradi2016_443uu, 4fa3, 04be, 6cfb, aaa6, 358f, 1aba, ecaade2016_083e24, 1389, sigradi2016_752ww, 6401, caadria2016_013o1, a21c, adea, 7ded, 9ef1, 3bc5, a950, ijac201412401b4, acf2, 51c0, eff4, sigradi2015_10.307x20, sigradi2016_814k, a74d, caadria2015_126s20, c5e3, a8cb, bb33, e1b8, 74a9, 220e, 8608, 164f, 5beb, bcb8, 4a00, 5287, e937, d1df, d42d, dde9, 30a2, acadia14projects_627f, f0f3, 81a0, acadia15_311g12, 6e60, ijac201412403p6, 6f41, 5141, e472, ab95, ijac201412406o9, 7ac3, ecaade2013r_001t1, ecaade2014_018o4, ee2c, f689, c9f3, 5c83, f5f3, 3260, acadia14projects_709am, 4ab4, 4b40, 46ba, 68db, 10d1, 3588, ae6f, 079c, ecaade2015_269s59, 0c9b, a4a8, 5a26, 03d7, ecaade2013r_013w7, 23df, 3e45, 771a, ecaade2014_239z61, 94fd, caadria2017_070o22, aec0, caadria2017_086h25, 0889, 4107, fadc, b221, fced, 7069, 78d3, sigradi2014_036p2, ecaade2016_241f64, c0dc, 97a0, 5f8f, a010, fe96, e064, 0004, 7302, 3c17, 3123, ad3c, 0c88, 42d0, 983a, acadia14projects_153h, 848b, 9e7c, 790a, 5c99, 0db4, 07ec, 3462, dfe3, 535d, 7ee4, f00c, fc58, d629, 410b, f2af, 33dd, 313b, 7483, f1ad, 5018, ijac201614208v13, 7583, b5e6, d957, caadria2016_249g11, 0961, 9536, 4ec3, d66b, 74f7, 1334, 6255, ccf7, caadria2015_014z2, ascaad2014_028s7, 7c04, c955, 548e, 088e, 519b, f93a, 5999, 55f3, fd33, 8973, bf84, c496, 3b1e, 3855, 75dd, 5a74, ccc3, 3bb5, e493, f909, b2c8, b992, ascaad2016_028u11, 163d, 0ec2, f932, 3b16, 5500, ecaade2014_180r45, 245f, 757f, 5e17, 1fbc, ijac201513201f6, d34a, caadria2017_069b22, sigradi2015_3.43l2, 9193, 5be9, 9175, b5f9, 73b7, sigradi2016_524dd, 367a, 5ffd, ecaade2016_241i64, ea8c, f992, bae2, sigradi2014_048c5, fc92, 874d, 8819, ba1e, e739, 09c9, 469e, sigradi2014_303e5, 37f6, 1f5b, caadria2015_086k13, sigradi2013_263o, caadria2017_132s35, db96, 3c6b, e1f7, 8c49, 54cb, 4e47, 608b, acadia16_280b18, 3246, 347b, a19b, cfad, 5c01, 4f56, c111, a16b, 149b, ecaade2013r_001j1, fe92, f8ea, f2eb, 9fa7, 26a7, ecaade2016_105c29, abf1, caadria2016_735o31, b9c2, 70ae, 9e7d, b113, 2e0f, sigradi2013_234, c0d3, ab53, ec4f, a465, e0e1, 5459, f053, 5c89, 29f7, 30c9, a1e3, b6ee, 8a50, 7c6f, eedd, fba6, 95e9, 533a, ff60, c9f1, ecaade2013r_003n2, d8ff, caadria2015_208v30, dd59, e4aa, edbb, acadia14projects_63ax, 73eb, b218, 8890, ecaade2015_205u44, a56b, 1067, acadia14_33af, 9ecd, 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caadria2016_125o5, 975f, 8c9d, b990, 1359, ecaade2015_206z45, 522d, 6499, 78d6, dfe2, 6814, ad01, 95d8, ee7d, 91e8, 494d, ascaad2014_017k9, acadia14_479n, c03d, fdb5, 99a1, 86d2, 0627, b00a, 137e, 2948, ecaade2014_066v15, 6322, caadria2017_155r39, 0af2, e821, 6a42, c503, 2a08, ecaade2016_144d40, 60f3, acadia14_589k, d819, acadia14projects_167t, ce07, 3b79, 2f06, ecaade2015_285z62, 3b73, acadia16_154p11, b117, 2845, ijac201412204f3, 87bf, 2c59, 7033, 27ea, 3f49, e56b, f9e0, 70da, 3664, 82a7, 4bf4, af54, 621c, caadria2017_056g19, 0f66, d063, 60eb, sigradi2015_3.385c6, 31f2, 8bc7, 6eff, 0ea2, 9624, 1dd6, caadria2017_163y40, e384, 2e10, deb6, 0ad1, ed53, e1f1, eef3, ijac201513203o7, f1a7, acadia15_431r18, a9ee, 1da0, 9e61, ijac201614201m6, fde5, cfcf, 5c84, sigradi2014_186d6, 96e3, da9b, e2b6, 24a9, caadria2017_041h13, 91d7, f514, 5611, c1c4, 1095, 2f8b, 9d79, 9ae6, 167a, 0c39, 9512, sigradi2016_407t, c4c3, c9b2, dfea, c249, ce39, ecaade2014_198m51, acadia15_333x13, c10c, 852e, ecaade2015_225i49, 27d2, 4969, 1b65, de3e, acadia14_199ad, sigradi2013_243v, acadia14projects_357b, fd8c, 6ce3, 9b6c, 568b, c020, 430f, acadia14projects_671o, 404c, sigradi2016_431s, beac, 427a, 73fc, ecaade2015_35o6, 66f0, 03c5, 9355, ed14, ecaade2014_046s11, f66d, a15f, 512b, 7e3e, 7b28, 2b56, d34d, f4a6, 351c, acadia14_53j, 0a85, 0240, 14c2, eceb, 95a8, sigradi2014_281c3, acadia15_497s22, ijac201614201d7, ijac201614308n5, ecaade2015_256a58, ijac201513102c2, 2b65, ecd4, ecaade2016_222g57, 2b90, a4d0, 6c0a, 4e68, a119, 0faf, 4527, acadia14_671j, 03ae, 6cb6, 9bf9, 193e, ijac201614202f8, da70, cc68, 2894, 6386, bd6d, 82a2, caadria2015_090r14, a5b1, b1d7, 6b97, dc41, 970, sigradi2014_075e7, ff20, b789, fab0, acadia14_619ab, 6522, fdf2, acadia16_326r19, 47ef, 49f4, f472, 6988, 0d83, f4c6, 3b84, 13c8, sigradi2016_625kk, e3c3, 2671, ecaade2015_92x18, 47b6, sigradi2016_449ll, ecaade2015_195r41, 4f6e, 5f8e, 51a2, 0680, bdbe, 9bf1, 4690, 80ee, f74c, 381a, f071, caadria2017_005s3, 398e, af84, 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2025, sigradi2015_12.19x26, 964f, a74c, cd20, 55f2, ijac201614207c12, def3, 3c7a, b18c, acadia15_211s8, 8f10, acadia16_72j5, caadria2015_137k22, 0ddd, aac0, sigradi2015_3.221y4, ad87, f464, 60bd, 3454, ijac201513101n1, 2fcb, 35a2, caadria2016_259t11, sigradi2016_814n, 30cc, f090, b92a, f31c, b04a, 7d16, d3fb, sigradi2015_6.387s9, caadria2017_168a42, sigradi2016_450ww, ecaade2016_152p41, cd47, 8e69, 5639, 5981, caadria2017_174p42, dc6c, ascaad2014_005c3, sigradi2013_223n, c50f, acadia14_291f, d574, caadria2015_030j4, acadia14projects_497ac, ecaade2016_136u38, sigradi2015_3.201v3, 560f, 8a41, 9947, acadia15_47g1, b6d6, b4b3, 6b0d, efc9, 470d, b954, 77a3, 220a, 9cb4, 1eb6, e216, aeff, acadia16_352r21, 5bdb, eeba, 7ff3, 2029, acadia14_101ae, 89e3, b9ec, fc6b, 5688, d2aa, sigradi2013_30b, 2d12, fe28, sigradi2015_8.81z11, b9d6, b4f0, 4f15, sigradi2015_9.347c18, 77d0, ascaad2016_049v20, 2a6d, 1f58, e0b8, c5c5, 1ece, ecaade2016_123l34, e65e, ecaade2014_029x7, 99f3, d453, e169, f075, 715c, ce34, 15e4, 2a8c, 5c8a, 9973, 391d, fd2d, ecaade2015_129p25, 7c31, fde6, 385c, 2b49, b7dc, 40a8, 1285, 1468, fdda, acadia14_339ac, 1f7a, f27a, 190d, 1034, 33fd, f7bd, 2835, f2b8, 2bb2, 660d, d2ad, 628e, c27d, 1392, a2d5, d26c, 6b21, 0d94, caadria2016_851a36, a067, 294f, 4ae5, 022f, 71b5, 2a4f, acadia16_140x10, a525, d595, 2068, 8de7, c5ce, a050, 2f3f, 7994, 32cd, 2fe7, 7c3a, 8b9d, ecaade2015_81u15, 15f5, 1701, 9f15, cfd5, 97af, 4a8b, 2014, d41b, 3bee, d2cf, 110e, 66f8, ascaad2014_033a1, f178, 02f8, 90b1, 86b4, 68fa, sigradi2013_234m, e102, 440a, ecaade2016_043w11, 02d2, ca5a, 9f75, af74, e969, bbc1, 28ab, dff1, 268e, ecc7, 5d37, 5129, 415d, 9573, 571b, 113a, adf6, 7581, 6faf, 924c, sigradi2014_239e9, ascaad2016_054w21, 8e2d, 9dcd, 5b99, 7fae, bb23, bf21, 133b, dd3e, 1f71, cad9, 1563, 3088, 723b, d2c8, 8c1f, 9e47, sigradi2016_544d, 2e67, 5c76, ecaade2014_112y25, 0600, 1a9d, 7add, adec, db19, 915f, 89ea, 9eee, 5255, acadia14projects_627ao, 8eb0, 0f8c, ijac201513101j1, 8622, caadria2017_165o41, c01c, 9441, 9f5a, a82e, c76c, 49c4, de1a, 864f, d956, sigradi2013_64a, acadia14_91r, 02aa, 1722, 565f, 0805, 56aa, 9e81, ecaade2014_066o15, 99fd, ecaade2016_151j41, 5280, 3008, sigradi2015_10.140f19, ec76, b482, b34b, 852d, e133, 266e, 3d72, c0b0, b7ea, 31f8, 1ed5, ecaade2016_098y26, 35ce, 5abd, 5dc1, 9242, 013d, sigradi2016_696x, caadria2015_064t7, 672b, af26, 6a56, b066, 4cff, ec2c, caadria2017_122x31, f6bf, 05d4, 507b, 7a14, 12a0, e3a9, c31e, ebff, 0839, 8361, 8c5b, 34e3, 609e, c280, d225, c393, b90d, ecaade2015_113t21, 4994, 2221, 541a, eb07, ascaad2016_002i1, ecaade2013r_003h3, ecaade2015_235p53, d0f1, f1d3, f698, 6a2c, ca4e, 4b26, 0813, 73be, c94d, 0f6a, ecaade2014_173l43, 106b, bde7, 5556, 6ccb, d27c, 3e01, caadria2015_181e27, c5fa, 5b32, ca0e, 8634, 4188, 726d, 6914, ecaade2014_140d32, 01f2, 5ec2, d862, ecaade2016_048x13, 1375, 9b61, 4cd4, 7b56, 9f9f, c131, 09ea, 0ea8, acadia16_478r28, acd1, 9bd4, 5d96, 27b5, ce5f, caadria2016_425c18, acadia14_435ae, f0f7, 40b6, 180e, acadia16_224s14, 9079, caadria2017_183i44, da5c, 4743, 1453, c728, c7fd, 146d, 74d0, acadia15_185o7, 3309, 944e, 8541, acadia14projects_317s, 9fed, bf01, bccc, a683, dba1, 5b49, 37b7, 8fc2, 0335, 7000, 0c72, a533, 1570, sigradi2015_8.81t11, acadia14_189as, ascaad2014_025m6, b524, 96d9, 3f79, a681, 33f8, ecaade2016_230a62, f7a4, ecaade2014_208e54, 7e87, a441, d222, sigradi2015_6.387k9, 6288, 6c34, 496a, 5391, caadria2015_124a20, 873b, 6a36, 0358, dcc2, 0d39, faaf, a740, caadria2016_839n35, ca18, ijac201412405n8, eab0, b3eb, 4f84, f282, 089a, acadia16_12y1, 055e, sigradi2016_817f, 7c78, 57e5, acadia15_232s9, sigradi2015_9.347p17, 8bfb, acadia14_339y, a613, c5a5, f7a2, 2684, 3e69, ascaad2016_047z19, b8f3, e4ee, 393c, 0c8a, ijac201513203n7, 67c6, d071, ecaade2014_192z48, 1e25, 5480, d556, d054, 2662, 2f9f, d8cf, b9f4, 2a1a, ca72, cbd0, 9d36, 3656, 2e2f, aa67, 5806, 0124, d8aa, 9dc3, 3f20, 6a7d, 3a9d, 1599, ecaade2014_080g19, sigradi2015_6.151g8, 8dc4, 933a, 10b4, 7cfa, 7b63, 7e47, 48b3, 50c9, ecaade2016_110k30, e267, ecaade2014_214g54, d6f3, ijac201614105p4, 67f0, caadria2017_145w37, e355, 238a, c847, ijac201513203r6, 093c, 1c93, d1b7, ecaade2016_170v48, cf0d, 3fb0, 53ed, 40bb, 32f6, ascaad2016_013f6, b4af, b265, 7301, 1fb0, acadia14_579j, d742, 9f29, 34aa, c12a, 4176, c5ec, ascaad2016_021w7, 283f, f7f2, f03c, 43aa, ijac201614105i5, c7ae, 1749, e07f, 8f4b, 4f81, 50de, e822, f598, 4d8a, acadia14_661d, 803c, 0a70, ijac201614208m14, 6549, e33d, 6aa4, d860, 40a5, 5953, 2687, 5790, ef50, ecaade2014_240n62, c93a, e6bc, d468, 04ad, ecaade2016_120b33, 99d5, 472a, 0903, 5c90, 351a, 9255, ascaad2016_022g9, bb00, f962, 0d07, ascaad2014_032n9, ecd9, f470, 93b7, 5009, 36d3, 6fdc, e672, d4e1, e372, f8ae, caadria2015_122j19, 1de1, 2248, ea23, bea7, d2dd, ijac201614307f4, ecaade2013r_019j10, ecaade2015_195p41, 87f7, 3eba, 528a, b2ba, 51df, fb48, ijac201614305k3, a425, acadia16_344r20, c0b7, 7b67, sigradi2016_654ww, 3546, sigradi2013_223o, ascaad2014_014t7, d414, ecaade2015_155p32, 070f, 9696, d1c6, 1498, f8ce, 11a5, b48f, 4ba0, 787b, acadia14projects_375p, sigradi2015_10.177a20, sigradi2014_041d3, 70ba, 808b, a3b0, acadia14projects_189au, caadria2016_787h33, d4a3, 916b, 2796, 7530, f92e, ecaade2014_201e52, ecaade2014_196b51, ecaade2016_210j54, bc65, b93c, c1b6, e61e, 6c00, df91, sigradi2014_345w8, cf4b, sigradi2013_183, acadia15_451t19, 55a2, sigradi2015_3.201t3, e88f, 4b9b, 1994, ijac201412302j7, d97b, bf4d, 66d2, f333, 1677, ecaade2015_114i22, sigradi2016_690ww, e8f9, 3fa7, 88fa, 57bc, c412, ascaad2016_057y22, ecaade2015_55r10, 64ea, 9fe6, c90d, 86a5, 04de, de9a, 5c87, 74e4, 7a8b, 2fa6, 64f9, 2cfc, 3665, c006, 82e6, sigradi2013_347r, 9e83, 1cd6, caadria2017_110d29, 3f0c, 294b, 4328, cbc0, 7814, 073f, ijac201614201a6, sigradi2016_615w, c2fe, f237, acadia14_699j, c166, b4ee, 0116, bd71, 6ff3, 7468, c9db, 7424, 38a0, sigradi2014_313d6, ecaade2014_217g55, sigradi2013_117v, 3a02, 9d73, dc99, b708, ed29, c089, 6bb7, 1a96, 8c6b, d6c3, 5d34, 1f3a, c219, caadria2015_102b16, ecaade2014_157c39, 8fd0, 24a5, 40cb, acadia15_232n9, acadia14projects_101au, f5df, 0676, c706, b01f, 146b, ijac201412303j9, ecaade2016_161b44, bb71, 7a13, acadia14_497u, b308, 4f29, 284e, caadria2017_142r37, acadia14_699f, c2bd, 6f49, 78a1, 2fb0, f3cc, 929b, 28df, 2af5, a4c3, 47fc, 6502, d5f0, 28b9, sigradi2016_801r, 302f, e77a, ecaade2015_230j52, c377, 6c13, 6453, 38b7, fe34, a0ae, ijac201412408x2, 4584, eca4, 63af, d154, 838e, c27f, 3c59, 6ad3, sigradi2013_400o, acadia15_443w18, 7b3a, ee73, acadia14_539f, 7490, f57a, 83c1, ecaade2014_153y36, acadia14projects_565v, sigradi2016_367yy, sigradi2016_602d, f1a0, e285, 4992, 527a, 4383, cec9, 970a, a47a, acadia15_95g3, b102, 5a52, e34d, c6c4, fc2e, 38db, sigradi2014_084b8, 1140, 1868, 0266, 4519, 04ab, 2c95, b1c6, f765, ecaade2014_133r29, 787c, sigradi2016_764f, a1b6, f042, 5e84, 2fc8, e643, 4d17, 1415, acadia16_224r14, 5ed8, d6d5, 7f89, ecaade2015_207s46, f766, 45f3, fa99, 9400, 1e08, 93ef, efd3, caadria2017_057p19, 291b, 1f1c, caadria2017_005n3, 3ad3, f37a, acadia14_609ao, 10eb, acadia16_244x15, a68e, 016b, c585, acadia14_135p, caadria2016_333p14, 205e, 6548, 3823, a3ee, fd4e, sigradi2016_803aa, 49b0, c5da, 6b83, 2e99, fe95, d7b1, f9a9, 3998, 7428, 3ea6, c80a, 1fb3, f62d, 09c0, 970f, bd5f, ecaade2015_83n16, bdcc, 6e17, 7492, sigradi2013_10b, 8ada, ecaade2015_21p3, 4549, 27eb, 83c9, 061f, 9ae4, f3c7, 87c1, 2c4e, 5e7b, ecaade2015_250b57, 0a59, 7fa9, 92aa, 5051, 36b0, 7746, 31f5, caadria2016_589a25, 1b7d, 3560, 2b79, 385d, 5ad0, 7d63, 7ef7, 4147, caadria2017_115p30, 8e4c, 6901, sigradi2015_3.111j3, 27ff, 966b, 8a8d, bd31, a49b, c7cd, 2d72, b0d3, 3a13, 3244, d1e7, 496d, 9e27, ascaad2014_016d9, caadria2015_016k3, 64c5, ecaade2015_301p65, sigradi2014_030w1, 8543, 570e, aa8c, ijac201513201e6, 6ace, b61a, 2a93, 7315, 6291, 2273, 47ec, acadia14projects_145w, ecaade2014_012t2, 95fe, 6f07, 68bd, ascaad2016_004i2, 4982, b0a9, 5f63, 12f5, acadia14_63az, 9ab2, acadia16_432r25, 7e9a, 8264, 3b24, 9706, 8b44, 3ea4, acadia14projects_627ap, caadria2017_113p29, 73d8, b3da, 2b16, ecaade2014_029e8, 10a1, c952, 5e3b, e5e2, 3aa4, b7eb, 8e01, f5e0, f75e, 16d9, 7560, ec34, 3bce, sigradi2014_074r6, e00e, bfb6, db1a, 3090, 8b8d, d445, 1c97, b9d1, f2c7, 54cd, 7638, sigradi2014_313t5, 20e1, cb47, a98e, 5afe, 4200, 355c, ecaade2014_153r37, 776c, sigradi2014_030y1, a8f2, 31b0, c01a, 06f3, a962, 2785, 4e8f, 1856, 9e0b, c3a0, 9375, cd73, sigradi2014_313c6, 1d75, 008c, f2d7, a10b, 7a69, 2c1b, 5c5b, 9b06, 16dd, c692, acadia14_189aj, 4cb3, ecaade2015_248y56, f4b4, 71cb, 0058, 98ff, b6ff, b3b1, 8f01, 9169, 750b, a22f, 33c3, 0748, 8ef3, e9f4, c0f6, e001, ee12, ba69, ecaade2015_202o44, 9d5a, e95f, ecaade2016_136k38, 2aab, 70ed, 337e, ascaad2016_003f2, sigradi2013_280n, acadia15_357y15, 6bcb, 9ddd, 8b21, 61ca, 6828, 8e7d, 33cf, 3843, a89c, d87d, f449, 5cfa, 017a, 685d, aeec, 8f88, a46d, 2013, 255c, sigradi2014_227l8, 4a67, 90c5, 7ab3, f9e5, a60c, b85f, ecaade2016_120e33, b67d, b90f, 8d3e, c318, 2eca, acadia14projects_327c, 4b84, 0048, bb96, acadia16_344l21, 0dcc, 2f36, b6ed, e451, adf5, acadia14_473as, d5eb, 4c45, ecaade2015_298j65, cdd5, dfb3, 7295, ijac201614105n5, eeaa, db2f, ca