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 DDSS2006-PB-135
authors Theo A. Arentze, Aloys W.J. Borgers, and Harry J.P. Timmermans
year 2006
title A Heuristic Method for Land-Use Plan Generation in Planning Support Systems
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) 2006, Progress in Design & Decision Support Systems in Architecture and Urban Planning, Eindhoven: Eindhoven University of Technology, ISBN-10: 90-386-1756-9, ISBN-13: 978-90-386-1756-5, p. 135-151
summary Existing land-use allocation methods assume that the suitability of a spatial distribution of land-uses can be measured as the sum of suitability scores across parcels. Although this may be plausible for some land-uses, facilities such as retailing, schools, medical services, etc., intend to serve the needs of a local population and should be evaluated at the level of a facility network, instead. The purpose of the present paper is to develop a method that combines a suitable heuristic for facility-location planning with an existing mechanism for land-use allocation, to solve this shortcoming of existing models. In specific, the proposed method combines the interchange heuristic for locating facilities and a swapping heuristic for area-type land-use allocation in a multi-agent framework. A case study shows that the method generates plausible land-use plans in reasonable computation time.
keywords Urban planning, Planning support systems, Location-allocation models, Suitability analysis
series DDSS
full text file.pdf (249,443 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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0389, 3fe0, 2cfd, b91b, 6c86, 291a, f5a0, 8651, 3858, 1291, 3044, 5d5f, 517d, 0690, 7186, 91c3, ecaade2015_35y6, 937c, 01e8, 0608, 3f87, sigradi2016_732v, 0bdb, sigradi2015_8.264n14, 1935, 37dd, caadria2016_745x31, e738, bcfa, 8b9c, ecaade2016_164h46, ijac201614407l4, caadria2015_206g30, caadria2017_051u16, 0e41, caadria2015_108z16, acadia14projects_479k, sigradi2016_383gg, sigradi2016_381n, 608d, af25, f37f, 663a, 41bf, a7d1, 0f4a, 9c9c, b1a4, dad6, 648e, 6061, ecaade2016_230n62, 9758, b4bc, acadia14_463m, caadria2016_333x14, 433d, f101, ecaade2016_102m28, e630, 6eff, be66, fc97, 2b85, 1d2d, d626, 55cd, caadria2016_529v22, 065d, 86ab, 6925, d7f9, 8527, 9f53, ecaade2015_64a13, acadia14_681au, 3095, 813b, 4329, 043e, sigradi2015_3.11g2, 2b52, ecaade2015_222f49, 4bcb, f4f4, c8d7, f2d2, 1fc8, caadria2017_142e37, 9d2c, 60fa, 9ebe, caadria2016_797y33, 3a76, 3218, c9bd, b8a9, 2acc, b5d2, 266d, b1a3, ascaad2014_023t4, 75f3, 7a0e, acadia15_195b8, ecaade2015_318p69, cfbf, ecaade2014_085g20, caadria2017_004u2, c883, d6bb, ecaade2016_170p48, ec1c, 54a3, 701f, ba7e, 7a41, ecaade2016_154j42, 7c28, e5c3, ascaad2016_048g20, sigradi2013_202, 1d9f, 1479, 4fb8, sigradi2014_305j5, ecaade2014_019d5, 2208, ecaade2016_123g34, ea43, a405, 8696, fdb2, 514f, 02f6, ae10, 15ed, sigradi2015_3.394e6, 7b0a, 1a42, f829, 1aa0, 3fd0, 1413, 28be, 5dc6, 4fee, d3b2, 685e, 1a0b, ae45, bab4, e7a1, fba2, 3da0, ecaade2014_176y43, ecaade2016_mrta66, bd0e, f9dc, fd21, 5aa2, 3a89, a192, beda, 8912, 17ef, 1b68, 5f92, fe95, 1870, 2e91, 23ae, caadria2017_017j7, 320d, 1377, a18e, 6316, d916, 271b, 954d, 4cdb, ecaade2015_48y7, ascaad2016_045c19, ecaade2014_226i59, e5b0, 5cab, 3bbf, 50ea, dabb, c1b8, 3706, f052, b7c1, 45ea, sigradi2015_13.316y28, 7ca5, caadria2017_086m25, ccaf, c40f, 5565, 4af5, caadria2017_165m41, 9a27, 0503, 2ebb, 09b6, 4afb, fd29, 9fa5, e65d, 5f24, 6dff, 5649, ecaade2014_140w31, 8bd2, 7037, 5fc0, 33a1, 47e8, b6bd, c555, f4c7, c08f, acadia15_110s3, 71b1, d723, 5868, 8830, d235, 9130, 2641, acadia14projects_565z, 972a, ecaade2013r_019d10, sigradi2014_178h5, ecaade2015_217b48, 6b11, 0010, 035c, 31c0, 1891, 26f3, caadria2016_291p12, bb92, c295, bca7, 1d08, 0e46, 189a, b1d8, 8239, 7afc, e31e, 0b4b, 0b01, a7f7, acadia14_565r, 298a, 8ba3, ecaade2016_095w25, ecaade2014_239y61, 4c9e, a423, 1427, ecaade2015_92w18, bce6, 3281, f69b, acadia14projects_609an, 9a0e, 1396, 7ed4, c5a9, 94d7, 80bb, 1f04, b0b3, b21f, sigradi2016_752pp, 72e7, f3d8, ecaade2016_120f33, ijac201412307g3, a779, b772, bff3, 8011, 0f96, 194c, 939c, fcc3, c6a2, sigradi2016_654ww, eb0c, 1e16, b7b3, df6f, ascaad2014_022d4, b560, 9f4d, sigradi2016_561ee, 4f66, ee29, acadia14_75ay, 40bd, ee15, ea05, 9616, 3517, cbae, ea1f, a86f, acadia14projects_579m, 0d8a, sigradi2015_8.47l11, 0aeb, ecaade2014_143v32, abd7, 71d1, ijac201513201r5, ec48, 80fb, d5b6, c785, 29c6, d1e0, 5af1, 3fe2, 56f2, eaeb, acadia15_311k12, c94a, d54b, 161b, d737, 6dae, sigradi2013_43s, 3bc7, d89a, aec9, 309a, 4a42, sigradi2016_360v, ecaade2015_332s71, 6bc2, f040, acadia14projects_33ag, e251, 5bb1, be04, ab6e, sigradi2015_10.377r22, 7d70, e1fa, 9491, 426a, acadia14projects_23ab, acadia14_699d, 7367, acc2, ed56, f849, d9dc, ecaade2015_114m22, sigradi2013_158u, 363d, sigradi2013_330d, 5798, 6fcf, 1b9b, ef8a, 07f9, caadria2017_079t23, f06d, 5c95, ecba, 83de, adb4, 5c9a, 41ee, ascaad2016_018o7, 0dd1, af99, 5c46, cbee, ecaade2015_196p42, sigradi2016_710dd, 5c69, ab9f, 48ba, e53c, 673c, 57c5, ecaade2015_81s15, bf46, c338, c7d7, caadria2016_683p29, b422, fc62, sigradi2015_8.186w12, 718b, 494b, d00f, acadia14_601ad, 3626, 0583, 6f42, ede7, bfa7, 3e81, 27c1, eb51, d51b, sigradi2013_295e, 082c, 7a6f, c673, 9f7f, 9112, 92ec, 923a, 98bf, b372, 424d, ascaad2014_001g1, caadria2015_108v16, 70f1, ecaade2016_045m12, caadria2017_040l12, c76e, ddab, 9385, 0a7f, 14a2, 9c0d, 5366, 596c, a1be, bd7c, 5ff3, e77d, c23e, sigradi2015_8.41w10, ecaade2015_196i42, 22b4, 29ea, 08a2, c07f, e1e6, ascaad2014_014d8, ae6d, 2837, 88c3, sigradi2016_781c, fa34, 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dcd1, bada, 235c, 4049, ebc7, 9e4b, abfd, ed8b, f1c2, 0b2b, caadria2015_203m29, 807c, 96da, be6a, b936, ijac201614207l12, cd49, 96cc, 5cec, b8c5, fa61, caadria2016_651i28, 1a9f, 3297, 37c3, cca3, 5ef1, acadia15_497m22, 3939, 67d8, 09ae, caadria2016_881u37, 8333, 0632, acadia15_343c15, 09d3, 3156, 072f, cf25, 67fb, a741, caadria2015_246y35, sigradi2014_137h2, b7a7, d4af, 234a, 0373, 9827, 94ee, ecaade2014_225g58, ba91, bb42, 53cc, 74dc, b0d3, 5cb4, caadria2016_881x37, ad0e, sigradi2016_636l, fa8e, bf0f, 3dfb, daa5, sigradi2014_155w3, 6734, 46f6, caadria2015_126p20, 911b, caadria2016_415u17, 790d, ecaade2016_185d50, ecaade2014_014z2, ecaade2015_205z44, acadia14_101ar, ecaade2013r_003p2, 242c, 70b0, b781, 3909, 7ae0, e18a, 7348, d667, 31c8, f0cd, ijac201614207g11, 704e, 1c74, sigradi2013_271r, 4778, 1d9c, caadria2015_081p12, 1e28, 1f72, 6761, ca54, ascaad2016_038x14, 1f40, a796, cc9c, 1787, 0355, f9e3, 7c65, db35, 5507, 0281, 5788, 5053, ecaade2015_229a52, 0bb1, d7c1, f361, 0474, 02e7, 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ecaade2015_113j21, 8533, 5477, 9653, ascaad2014_005y2, d5fb, 4a66, 7098, f806, 36b6, e361, e32c, 12d1, 7d2f, acadia15_451k19, f056, 4a87, 434c, 51f3, 25e4, 9f99, 9680, sigradi2015_10.307y20, 1ace, 59ee, ecaade2014_070g16, sigradi2016_710ee, 4f22, sigradi2016_702w, 2746, acadia15_371j16, 9a98, sigradi2013_359d, caadria2016_601l25, 9c97, 6bbe, 67b5, bdaf, e658, cc67, f543, 470d, ijac201412401c4, 60fe, b151, f2b4, 658f, 1eef, baa3, 6ea5, 8cc1, 211d, 5e1c, fa86, 971a, 6547, 6841, a5d6, 3755, bd5c, 3316, b623, f3a5, acadia14_463k, fdf7, c59d, acadia14_655z, 05e6, sigradi2016_673ff, 1421, cc44, 1788, acadia16_308z18, ascaad2014_025i6, d9b8, 45bf, 17d0, ac18, e6cb, 811f, ecaade2016_185b50, c7b8, acadia14_291ak, a96f, sigradi2013_343e, sigradi2013_222h, c0a4, ef07, ddbd, 0af6, 9be4, 11c3, 033b, 5f9d, 9e47, 44d8, 1dec, 8acf, faee, caadria2015_124c20, sigradi2013_280s, 3b23, da15, a4fa, 445d, d389, ef88, caadria2016_851c36, 4652, 7dc7, acadia14projects_699e, ef90, a40e, b042, 6690, 0087, 01fd, 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e01d, 66c3, 7b18, ecaade2015_285c62, abb5, efd6, 935e, f177, a76a, 3f67, 71e6, 8aa0, caadria2015_157u24, 11cf, 619a, cb51, acadia16_244v15, 2a1f, 5e1f, e61d, 1cd4, e7bb, 9224, 1a6c, ecaade2015_261l58, 0bdc, cb3a, c8d1, a03e, 38b1, e6ac, c484, 7687, fda9, ecaade2016_077u22, 4158, ef5d, 4620, acadia14projects_75ay, 7dcb, dd0c, 8b4f, ecaade2015_164o34, ecaade2015_200p43, 20cf, 4b2c, d9a6, 21d3, 216e, 3ae4, d5a4, af36, e445, 2e50, 813e, 5902, 3ca3, eb1f, ecaade2016_193p51, d9e3, ecaade2015_209v46, d82c, caadria2017_124v33, 7ccf, 74a0, afb6, b23e, f904, 3460, ecaade2015_309s67, acadia14_671u, c1c9, 7409, acb2, be9f, 9440, b4bd, 4570, 660d, 5588, f772, 188a, 19b1, 0869, b1c2, 22fb, 71dc, ijac201513205z7, fecd, ecaade2015_248p56, 70d0, fba6, 5670, 869e, sigradi2016_571vv, 9cac, f763, ecaade2016_072j20, 70cd, 44f1, a545, sigradi2016_409ff, c9f3, 08e3, aded, ecaade2014_169m42, 4d2a, acadia14projects_63aa, e2ab, 945a, 3cce, 163f, dc30, ed1b, b2a9, 7d05, d152, 3b6c, 7d6f, 9a20, c7f7, 57c3, 406e, b232, 348c, 766e, 4080, ecaade2013r_003n2, 2f7a, 4ee4, 5d8d, 7b4b, 147c, ecaade2016_163g45, 6c81, f4a4, 8a2b, b07e, 443f, cd62, f110, acadia14_497ab, 633b, a2ca, ecaade2016_063v15, 92d4, 6b6c, 6aea, caadria2017_074e23, d36e, 11d3, c73b, 9ecc, ecaade2016_221w56, 6574, e70f, 175f, acadia15_483l21, bca1, 201f, cdde, 54b0, 8166, caadria2015_016s3, d868, c8a9, 7359, a941, 29c9, 334e, 4fe0, 599f, d23c, b6b4, f41e, 07f3, a2f4, ecaade2016_237g63, ad55, caadria2016_549s23, 86b8, 1bb7, f656, 1a06, ijac201412304z1, 09d7, a2c7, 4980, 4b4e, acadia16_140z10, cea8, fbd4, e3cd, 74fb, 2dfa, 4413, 41a4, 402a, 20ea, acadia14_63w, 36f6, caadria2016_589b25, 8475, 5e2c, 2b6e, ecaade2016_243r64, 4b43, 8e01, f014, sigradi2013_405, f297, 0d14, 2421, 30e1, 511c, sigradi2014_042p3, dd04, 733d, 3993, ijac201412306v2, 1548, 84ff, 8178, ecaade2014_066r15, f7c4, 7d52, c0eb, d85a, c70a, 1833, e96e, 8c76, 0ec8, acadia15_297a12, 08cb, ascaad2014_033x9, acadia14_699j, 0be5, 549f, 84e1, ef6a, ijac201412406h9, 84cd, c392, dddf, sigradi2013_194t, c9f1, cbb3, 4b27, df90, fa8a, ecaade2014_176m44, 88b2, f91a, 5bcf, caadria2016_579l24, 8c3a, 30c0, sigradi2015_3.65x2, a7c8, 7e46, 462f, ecaade2014_010f1, ecaade2014_218l55, 89c6, b59c, 8495, ecaade2015_336e73, 89ab, f61b, 9c11, 105e, ecaade2016_126n34, ecaade2016_078w22, f2e3, 0b62, 5ff7, ijac201412205r3, aa30, acadia14projects_145m, b78a, caadria2016_745y31, ecaade2016_062c15, 086a, 4738, ecff, c67d, 1530, a732, d73e, d5d6, 8689, 6e78, 1c0c, bdf5, 5336, 712f, f216, 3e38, 2d9a, a0c3, adfb, 13a4, 3503, cac3, 5131, 7c17, 9c40, 3897, 7361, 62b4, 0ffb, 42c4, eaf1, b5a7, 2234, 8a77, 9ca3, 83d4, c5b1, e4a7, 57bb, 5192, de4e, 666c, c4e6, da26, ecaade2016_225o60, c2bb, ec96, e100, 1be1, sigradi2013_183t, 2a97, 140a, bfaa, ecaade2014_195r50, cc66, 71e5, 6908, 1143, 77fe, ec17, 89df, fce1, 358b, 063b, 45f6, a54a, caadria2017_043w13, sigradi2016_490oo, 53bf, 2a29, 3c29, sigradi2013_421j, e2a2, acadia15_395a17, 477b, 1ba5, 4ae1, acadia14_247l, caadria2017_063d21, b8ec, d8b9, c877, 3bc0, 1ad6, 3aec, 7cc8, eae7, 2a8f, f599, 299c, 61ce, 9300, ascaad2014_003v1, 8848, b998, ijac201412207f5, 88e9, b1c0, c9b7, e372, 8106, acadia16_254e16, ca01, fbbb, 763b, 2aee, dbfc, bd79, 17ce, 86ed, caadria2016_013a2, 59b7, d52e, f917, 828c, 0c35, ijac201513206u9, 7af7, c3f5, caadria2017_023x8, ecaade2014_176e44, fb41, sigradi2013_117k, 3a95, 8305, 464e, sigradi2014_201i7, 1821, 03b3, 5fb6, 276d, a3be, 787e, ecaade2014_072d18, f10a, 73e0, ijac201614102c2, 1bb8, 9217, 0c79, ecaade2016_217z55, bd17, f9b9, 0fcd, e37b, 41f8, aeae, fc2a, b9bd, caadria2017_067n21, 7346, ddca, 6339, f57e, sigradi2014_132l1, 2fa9, ijac201614202t7, 0949, ascaad2016_036d14, sigradi2014_263j1, ecaade2014_159j39, ea72, acadia15_161k6, ijac201412204b3, 4d49, a2c4, b415, c125, ecaade2014_233x59, 9654, acadia16_344k20, e224, 592c, 7b34, ijac201614208x13, 8c85, 723a, acadia15_333x13, c9c6, cee7, ecaade2013r_011h7, sigradi2015_6.327p8, fd99, 87b5, acadia14_267k, ijac201513201c6, 63ad, 003d, ecaade2015_164x34, 0734, 8e39, caadria2015_150y23, ecaade2014_168c42, e67c, 74b5, 5577, d963, e49b, ba05, c371, ccd0, 74b4, 81a6, b016, e992, acadia16_280d18, 9a86, 84ce, cf93, b79c, 1f39, 8ec1, 94fc, 5df0, 61b5, 899f, b56c, cfff, e2df, 73d9, 55f8, 4e03, 2169, a0b6, 2b75, f58c, c704, d64a, eebd, 66c9, acadia14projects_339aj, caadria2015_130w21, f924, 7402, 3271, e385, 796c, sigradi2015_10.378a23, 93c3, 8e5f, 1cd3, 99a6, ba6a, f4b5, c43f, b08a, 6a9e, ecaade2014_029d8, 94d5, 5f39, c93b, 16aa, acadia14projects_145ab, 84ec, c571, ijac201614308w4, e7a0, f509, 6824, 49cb, 3de0, acadia14_117h, caadria2016_383r16, ijac201412405p8, a17c, 4fb3, ijac201614208k14, ecaade2015_77a15, bf1c, ijac201614208i14, 6054, bb24, bc6a, 9506, ee19, 0b9f, 40ad, 3eb7, 6a83, c116, f1bf, acadia16_72w4, ce76, fa71, b3e3, ecaade2015_202l44, 103a, 60d6, ecaade2015_144h31, a518, f915, ebbb, e78c, d8fb, 3434, 0797, 9beb, 96a9, ecaade2014_185v46, sigradi2015_10.74m18, sigradi2014_345p9, a1a9, ascaad2016_029a12, f58a, bbcd, 0367, 12b4, 51c8, caadria2017_058p20, c05d, 5284, sigradi2015_11.142e25, 40f8, 26db, 19e2, 7406, 5ae4, 3a35, e961, adc2, 4926, b79b, ijac201513201o5, sigradi2013_238, d2ea, bcaa, sigradi2014_082v7, 557a, 48ff, 3216, f557, d109, 78c0, abed, ascaad2014_011w5, 1a28, 98e0, acadia16_154f11, acadia14_145ak, 63f9, 8de8, sigradi2014_329b7, 2f6b, 932f, c996, 9f41, caadria2015_126c21, 9468, 95d1, d5dc, 3d75, 1b5e, 956f, ecaade2016_042p11, 9b7a, 4139, b915, cccc, caadria2017_028z9, 7242, 4b88, acadia14projects_589a, ecaade2013r_006r4, 5e6e, 5377, cb1a, 717a, acadia14_33ak, f058, 4cee, e7ea, 9046, 64a2, ijac201412404x7, caadria2017_052x17, 5795, caadria2016_177z7, c611, 38c2, ecaade2016_165v46, f9d9, 52c5, f769, 31d7, ecaade2015_53p9, ecaade2016_110j30, 39d9, f693, acadia16_478j28, 2983, bbd9, fd2a, 4e1e, bab2, afda, 518f, 44d9, b0c1, 56b9, 7937, 829f, 7a56, acadia14_479s, sigradi2015_8.189r13, 6e4c, 3056, a8b8, 7aae, 4ce5, 7bf7, 8149, acadia16_164x11, acadia15_451t19, 0712, 2c7d, 6569, 9d5d, 2302, 7850, sigradi2015_12.215u27, ecaade2014_108j24, 57d9, c946, 4d98, sigradi2015_10.378w22, 7290, sigradi2016_383hh, 9106, ef9e, acadia14projects_463s, 33d3, 0455, 1e2c, d6a6, bcd0, 4a57, 6ab9, 48ae, ecaade2014_133t29, 9c61, ec6b, c23c, 590c, 752f, d7ae, 8ee2, a3f4, 20c3, 4876, 1e55, ecaade2013r_017z8, sigradi2015_8.264m14, 1335, 9ba1, 366f, a961, 89aa, f562, 2c26, caadria2016_497y20, ascaad2016_056h22, 3864, ecaade2014_121n27, fa77, 083d, caadria2015_145v23, 2652, cc2d, 6b1c, ecaade2016_058a15, b3de, 6b4a, b1f5, e0f0, 9e30, 7983, b4e0, ae90, 540c, d487, 6ae5, 0a65, dfde, 0481, de52, aa53, a224, 0afb, ecaade2013r_005m4, 3a18, 0336, 4930, 6251, e71e, 8f39, 874a, cdda, 7dd7, 81b4, 6b2b, 55fe, ascaad2016_033y12, a9ad, 883f, 6f31, d8ad, 8cfe, fe44, ecaade2016_087p24, acadia16_344u20, sigradi2014_178l5, 1170, 87be, ec10, ascaad2014_004f2, caadria2016_663n28, 1769, 021d, sigradi2016_635k, 4773, d3f7, af21, ab8b, e6d1, ijac201513202l6, ascaad2014_027l7, de88, a1d0, e96a, 63bd, caadria2017_058o20, 0d59, 8671, d6e2, 3577, ab03, 7c91, cebc, sigradi2016_431q, 4b35, 6932, ec36, 0efc, 3e86, 6f8c, ab50, efd1, b399, b9d5, 5c7f, 6c0c, 3145, 4922, 14c0, sigradi2016_490gg, 44f6, c0b6, 4b47, 8442, 67f0, 8130, 5f7d, acadia14_579b, 10b2, 8657, b653, 0193, ascaad2016_038v14, caadria2015_206z29, ijac201614403m2, 7834, 0547, acadia16_432l25, caadria2016_281m12, a9a6, 4dad, c0a9, cfa5, ecaade2016_078f23, 500000000, 0f7d, 2dc9, e5e7, 7345, 3999, b869, 5227, ijac201412303w7, 816f, 0152, 3c66, ecaade2015_164p34, 69e7, b3ec, 7537, c40b, 0f05, cdad, 1cdd, d7a5, ijac201412408d3, 81dc, 6741, d89d, f39b, acadia14projects_479ay, ecaade2015_269t59, ecaade2016_203j53, 372e, 81de, 5d62, 1b3b, ascaad2014_019x2, 1340, 193c, sigradi2013_359e, 949f, caadria2017_057a20, ecaade2013r_001d1, 01fc, 1507, caadria2016_115m5, ecaade2015_196b42, sigradi2014_314n6, 2d45, 0424, 1a02, b862, 929b, 3918, 6b82, 48ce, 2c62, 0ca1, ijac201614102k2, caadria2017_023i9, 4814, a090, ecaade2014_224y56, 46de, 0ea1, 3e1f, 8928, caadria2016_735m31, ae46, 8685, 974e, e000, 8003, b8d8, ebff, 0fa8, 7b42, 3d43, c285, e70d, acadia14_333au, d88b, sigradi2013_117b, sigradi2015_4.52m6, e118, 29ca, 3382, 61da, acadia14projects_153av, caadria2017_004v2, 4b67, acadia14projects_473an, 50da, c47f, ecaade2015_59a11, d80c, 5954, da19, e75a, aa8d, 2ebe, a49a, 6a0c, 5dd3, c6b3, 5961, e2d1, c9c0, 7c43, ecaade2015_114y21, 7ab7, ca1d, f6d2, a18c, 7e24, eba0, c001, e63c, cede, 6e3a, 2a80, ecaade2015_18e3, 7bb0, 3bcf, bd6f, 0bad, c7ec, ecaade2014_168z40, bb8f, caadria2017_145s38, 48c5, 55bf, 3f03, afe4, caadria2016_167b7, c6e5, 31fc, ddf4, c312, ecaade2016_114f31, 1bd5, d8d6, acadia14projects_565ab, 4571, e018, de1f, f4fd, 06ef, 1017, 4c5c, a731, 2018, f3ae, 2ed5, 8d85, 4f86, e7e1, ecaade2014_156c38, ecaade2016_079v23, d90c, 2887, 1e93, 47ee, f121, 0d0a, 73db, bb46, 8c8b, sigradi2015_10.377s22, 39e7, 297b, 6789, 3f7d, 1424, 906f, ecaade2016_241g64, 5203, 970f, d88d, d855, b259, 99c6, acadia16_184m12, 9135, 0f1b, caadria2016_559b24, ecaade2015_296p64, bcde, f27d, 408c, ffb5, 6b67, ecaade2016_110c30, 0a7e, fd47, 31fb, 5cd3, 151c, e3ca, b209, a143, 6150, 0f1d, ac1e, 9aec, 791b, 3570, 73b9, 2354, 881d, 8690, 9878, sigradi2016_816rr, 8676, 139a, sigradi2014_032b2, 1204, 7c9f, 730d, ecaade2015_193y39, 5418, 81c7, 2cd0, 31d1, 006b, 9015, ecaade2016_071f19, 39eb, ecaade2014_224b58, d793, 905d, dcfd, a749, efbc, a550, 9137, 2c71, 01fe, 18b7, 45fb, acadia14projects_473at, e7e8, b7a6, cc99, 20a8, ecaade2013r_003k2, 4a60, 3ff2, eaa1, caadria2016_809h34, 3420, 3032, ecaade2014_138d30, 8509, 749e, b0c7, acadia15_263c11, 8cbe, sigradi2014_266d2, 0b63, 93c1, b05d, 3624, 204e, ecaade2016_032p8, d4c4, d990, 5da9, 1688, 3d03, acadia14_579j, e496, acadia14projects_117h, dbaa, b3a4, 91b5, 0132, a361, 7645, 29e8, 0801, 6e62, 578a, a893, 0698, c84a, caadria2015_213k33, 8998, cdc3, 3b37, 7b84, 4189, dd39, 9213, 911e, 99d9, 47b3, 7cb7, 2503, 4d30, c31c, 90c8, fc56, d859, a278, e69c, 532e, ab17, c74b, caa9, 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9a2d, ecaade2016_221r56, a010, 878d, 6dcc, be06, ecaade2016_006t1, fad9, 5d23, 16c6, 5930, 0169, caadria2016_809a34, acadia16_140b11, 4a45, fd55, caadria2015_208j31, f9ac, ac01, 7cbc, ijac201614201y5, 38ef, 8fb4, 7bf5, 7bb2, 7e35, d23d, 7ebe, ecaade2015_13o1, acadia14projects_609aj, acadia16_140b10, 0cc6, 58b5, 8cc3, f4f3, 8e13, caadria2016_683v29, 3afa, acadia14_661h, 41e4, 8838, cfa9, 19bc, bf83, b57e, eff4, ff65, 7444, 8eb6, 1e13, ecaade2014_080b19, f2b9, a1a0, 32b2, 1f61, 5ed9, 7a38, 3880, 19ab, 6e24, ijac201614201w5, ijac201412304x9, 6499, 61dc, sigradi2015_11.165p25, f464, be13, caadria2016_673b29, d398, 81d8, caadria2015_004i1, 50f7, ecaade2014_149e35, 3e05, d655, 5e07, sigradi2016_550n, 7d4a, 650b, sigradi2016_654tt, 784b, 1459, 0792, acadia14projects_339an, ecaade2014_021t5, ecaade2014_046s11, bde6, b4b2, 8c1e, cd9a, 6872, a698, a21b, 2938, 35d7, ijac201614309u6, f902, 42fd, 63e3, 370c, e7d9, 03ac, 8a63, d5c9, 0945, caadria2016_167a7, bc68, 170e, 5b4e, 1a9a, 9f97, 992a, 2bd3, 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ascaad2016_014i6, ecaade2014_035b9, f587, 5db5, 68be, caadria2017_043a14, 68cd, fd09, 70cc, ecaade2015_301z65, dd4e, 5eab, 23cf, ecaade2015_175p37, 21b9, 7862, 82f3, d693, ecaade2015_336x72, f761, ecaade2016_230l62, bac3, d98f, ecaade2014_010n1, dc78, 0858, 0c27, 338b, ecaade2014_175u43, ecaade2014_030i8, 380c, sigradi2014_267m2, 9ecd, efce, 9b34, 1e23, ecaade2014_194r49, 65bd, 7b3a, sigradi2016_741hh, cc9a, ijac201513305p12, f1a6, cb74, 5686, 1620, ecaade2016_119n32, 8c7e, a0ad, d529, a0d1, 747f, 918e, 7092, b7f7, 64d4, b720, d58b, fbdf, 1da6, 0393, 0b2e, ea8f, ac89, 6e01, 18c3, 8006, 2f2f, 20eb, acadia14projects_167u, acadia14_117ay, aef3, sigradi2016_595ll, e9da, 2115, 601b, 3ddd, 88ab, 4789, a8a1, 0fbc, 3b35, 32e7, fcb8, 0f25, 3222, 1b0e, 282d, ce1c, 3c09, acadia15_137f5, 906a, ecaade2015_122g24, eedc, 19b9, 93ec, sigradi2016_792h, ecaade2014_072g18, 58d1, 55fc, 7adc, a36e, c56f, sigradi2013_326, caadria2015_010w1, 1f33, 3a59, 2db3, 3fee, ee1f, dfeb, 1c82, 618e, a5e6, 4a70, 0800, 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sigradi2015_6.151d8, a82e, 307c, f785, 7ce7, ecaade2015_329i71, ecaade2016_071z19, f1f5, bf06, f037, 54ac, 9405, 4dfc, ijac201412305w1, b3ed, 0082, 65b5, 0c5b, 1c8a, 4403, 924f, bc9b, e5d2, d416, 5730, b2a1, ascaad2014_014h8, 7009, d1ca, 30c3, b4e7, ecaade2016_095g26, ecaade2016_071b20, ecaade2014_094n22, 0b87, 0ef7, 9da6, 5a99, 0c49, c871, ascaad2014_033y9, f3e7, sigradi2015_6.42x7, a6f0, e4ba, ecaade2016_123a34, 58da, ecaade2015_273k60, 90c4, ecaade2016_147u40, caadria2015_114k18, eb7c, sigradi2016_732m, 522f, ecaade2015_79l15, 6859, acadia14projects_579d, caadria2017_135h36, caf9, cb07, 9eaf, d791, bfdd, 9915, de8a, 17fd, 9d5a, acadia14projects_365ar, ecaade2016_215v54, f269, e0c0, b0d8, 7b21, ac55, 429e, 5601, 5dec, sigradi2015_sp_8.326u30, e72f, 3163, 991e, ecaade2015_237l54, e7c1, 7825, 6c6c, 34e8, 0adb, 76b7, 2ae7, f954, acadia14projects_291b, d60c, b28a, a54e, f89f, a4bc, f12a, e66f, 797d, ecaade2014_191u48, c9b6, caadria2016_683e29, 729f, bcf6, fb3c, 4770, 6e47, 3f6f, 819a, e6b9, e2d2, ecaade2014_232t59, cda6, 5380, 67c7, 09a4, f620, 285e, 9542, ade1, 23f0, ecaade2016_127e35, eb6a, b507, acadia15_381u16, 959e, d745, 5611, 77a0, acadia16_140g10, acadia14projects_601ab, 233a, acadia14projects_691av, 2e89, 17ee, sigradi2014_144z2, 5d89, 5f13, aecd, sigradi2014_276u2, sigradi2016_358n, ecaade2014_155x37, d37c, 37f5, 2706, e633, 2099, 6d3d, 967e, ijac201412402b5, e6e4, ecaade2014_024s7, a0af, acadia16_362v22, 7f88, a8c3, 2033, 0beb, e02b, 0613, dffb, 74d6, acadia14_609av, b521, fb03, ecaade2015_297s64, a369, 2181, 3e19, 51d8, 552d, 9fd8, 594d, e3bc, 9d8c, 5294, a144, f46b, 8b9a, 0295, acadia14_125aa, dd59, 7f31, 7fc3, 4121, a393, 543c, acadia16_116w8, 965f, 59bf, ijac201614309v6, ijac201614306v3, 7df9, a3ba, c2ec, ecaade2016_228l61, b0f0, 43f6, ecaade2015_285f62, f62e, b5d1, 4974, bcb9, caadria2017_002i1, ecaade2014_151b36, b8cc, 426f, ijac201513306c13, 2584, 3b1c, 330f, fdd8, a9f8, f38a, 5628, c94d, cf51, e12a, acadia16_298l18, 844d, 9b05, c0d0, 0603, 8a23, bdbf, acadia14projects_463f, 54ed, b058, f94c, 35c4, ecaade2014_204g53, 25b4, f08a, caadria2016_167s7, c547, b6a5, 5665, f5b1, 447f, 5620, 18b0, 7a8e, 09d9, acadia16_260r16, 39de, caadria2017_041o13, 9087, 40e6, caadria2017_070k22, 00ee, acadia15_284t11, ac9e, afde, 458b, caadria2015_137k22, ab26, d2e3, 3f73, 81db, 3eec, bd1e, 4fc3, ascaad2016_054u21, 4c0f, f390, 3863, 8603, 9bfd, 566e, c1fa, 0f53, e5fc, 68b3, b4de, 9099, 4e19, ed75, 14d8, f9fc, c9e6, sigradi2015_3.268l5, 2388, d0c1, 17bb, ee46, fb25, ascaad2014_015a9, 4b04, 58a8, 5495, 94df, 1b55, 533a, de1a, 047f, b3f1, d6ee, b368, fd26, e807, bcef, caadria2017_051i17, 83d8, f7aa, d2cb, e3b9, 2fd9, 2759, 93e9, d199, 0ae7, 6ad4, 481d, b6d0, acadia14projects_317t, eb7a, 52f5, e1f1, e2f2, b07a, 1e45, c823, 31a5, 1836, c45e, fb21, f99f, 4fe3, 914b, sigradi2015_8.27p10, 1ac9, acadia16_298m18, b7f5, 801e, 4718, e86c, ecaade2014_100c23, ce10, cade, ascaad2016_039u15, a272, 82db, fa4a, ad21, acadia16_98s7, a372, sigradi2016_732s, 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