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-153
authors Linda Ma, Theo Arentze, Aloys Borgers, and Harry Timmermans
year 2006
title A Multi-Agent Model for Generating Local Land-Use Plans in the Context of an Urban Planning Support System
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. 153-168
summary In a multi-player urban planning process, the outcome of any individual decision of the actors is uncertain until a state where the plan is satisfactory for all. To support the plan generation phase, this paper develops a generic multi-agent system, in which agents represent particular land-uses. In the system, agents higher in the hierarchy have priority over agents lower in the hierarchy to claim units of land. This one-direction claim process may result in a plan that is not optimal for every agent. The system, therefore, allows agents to revise their plans in an iterative procedure. A case study illustrates centralized, semi-centralized and decentralized solutions for a plan area based on the outcomes of different strategies used by facility agents (retail, green, schools) and a housing agent. The results show that the proposed system is able to generate rational and realistic plan alternatives for new residential areas.
keywords Multi-agent system, Planning support system, Plan alternative, Land use planning
series DDSS
full text file.pdf (273,585 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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ad2a, c567, 9bb9, eada, 0fc5, c223, e8a4, ea54, ijac201412301n5, 99bf, acadia14projects_435an, e29c, bf05, acadia14_267o, sigradi2016_484qq, b7e5, 69f5, 3912, 9cc7, 6800, sigradi2013_222l, 666e, cac8, sigradi2014_239g9, 7fe3, d56a, 18f6, 9853, 6a91, f527, ecaade2014_204y52, e442, ecaade2016_199c53, 822e, 3547, 6e4b, 6886, acadia14_655v, 7b6e, caadria2016_569g24, 1150, b814, 59b7, 5114, 5060, ijac201614208b14, 9360, 6f4d, b8c1, 6b3e, 747a, 9a30, 21c1, c6c2, 9656, sigradi2015_3.11d2, d53f, 465d, 70f4, 48db, ecaade2016_094m25, 41eb, 484c, 224b, 2362, 0fa5, 902f, cbf5, d369, ecaade2016_102p27, c1f5, 4945, acadia15_251l10, 21e4, 7e28, 1bbd, 4d25, 05a2, ijac201614207a12, ecaade2015_171h36, ecaade2013r_003y2, fdc3, 66a5, 858f, af42, 733c, caadria2017_016b7, caadria2016_311z13, 253d, ecaade2014_180m45, bcf7, ijac201412301u6, 35f9, 07fd, 6e17, b965, 487e, 39ee, 1bad, 3298, 31ee, ef5e, acadia14_463au, ascaad2016_003w1, 7afd, e942, 9d48, acadia16_344v20, dca8, 6a8a, fdac, ee30, a9a3, caadria2016_839m35, caadria2017_051x16, f219, 50fd, 39ed, d34f, dead, e1d7, ecaade2015_173g37, a0e5, 55d3, 7558, 6a54, caadria2017_185p44, 614c, f9aa, 6457, 16d2, 3c35, 54cf, 4b3d, 5f55, 2ba2, acadia14_311t, 2c8b, ecaade2015_21e4, 04b4, ecaade2014_237e61, 4c3c, 89ec, 3976, e345, a955, b73f, c7e8, caadria2015_139f23, 8f16, 51dd, fc6a, ijac201412302a7, 39f0, bfb5, 6f13, 3f72, sigradi2013_30g, 982a, 8efa, 8376, 6cbc, e320, ecaade2014_023r6, 570e, 865b, b140, 3108, ijac201614208a13, 8ef2, acadia15_211x8, fbd1, 382f, 81e3, sigradi2014_164j4, 7b60, 24c8, 6978, 1ac7, 7b29, 891b, 8c01, 1e26, ijac201513206c9, 8636, 76a2, ddf9, 0f96, c84f, 970, 7dfa, 203d, ee14, 28b2, ecaade2015_314c68, a8e6, 2bc0, 5f47, ecaade2015_194u40, acadia14_609av, 1f7e, a98b, 07e4, 42fb, sigradi2016_560bb, acadia15_431h18, caadria2015_126s20, 965e, sigradi2014_329a7, ba29, c03d, 4f5a, 08ae, 1f18, 2040, sigradi2015_3.268o5, 773f, ijac201412405j8, 5668, ecaade2016_023u6, 2ecb, caadria2017_104r27, eea0, d7f5, 00b5, 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a82b, 7b5e, 5883, d34c, b219, b426, fc09, 3642, acadia16_88u6, 79f7, eb75, da8c, sigradi2014_082r7, caadria2016_383m16, b1f7, 52bb, ecaade2013r_009v5, a4fe, b1db, 8ec0, sigradi2016_654zz, bf83, d030, 7e56, 3eaa, b8ac, 8b0c, ecaade2016_032u8, 13c3, acadia14_497ac, 2b3d, ascaad2016_023b10, ijac201412301j5, acadia14_145o, ecaade2015_18y2, faf8, 78a9, 839a, 2e49, ascaad2016_031j12, ed8f, e6c1, e95b, d8ca, ijac201412408w2, b52a, ecaade2014_173u42, 7b70, 4649, 60f3, 5b31, c258, 09a1, caadria2015_002c1, 063c, 1f82, 549d, ijac201412408y1, 8b44, ca68, ff55, ece8, acadia14projects_565ab, 3e20, ecaade2016_046p12, 095b, 6a36, 2f3d, caadria2016_045b3, 2dc6, e41d, 3062, ea2f, acadia14_479d, ijac201513203n7, 7986, c962, a2cf, dc76, 3ada, 1b84, 7f6e, f2ce, 6e60, 4694, aeec, 7bf7, 105d, ascaad2016_008g4, a3dc, 6cc9, b68c, ascaad2014_006v3, b030, c87c, ecaade2014_201c52, f102, 3b25, b953, 8581, 54be, 21fc, 633a, 6d64, acadia14projects_167t, 0275, 44c6, eb9d, 1f47, sigradi2014_305m5, caadria2016_383n16, 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2009, 5819, 463c, d99e, b194, 55aa, 31a4, 6bde, 7c8e, 2ef4, 3855, 88c8, cd43, fdb8, 37df, sigradi2015_sp_2.112h29, 651c, a6e4, 0bb5, 3773, 73a6, ecaade2015_320k70, a02a, a959, 7cba, 9cee, 1104, 8d83, ecaade2014_120f27, f382, bbf2, fe60, 98b9, 61b1, d6ce, 37d2, a50b, 6c67, ijac201614309g6, fbe8, cc87, a64a, a5ab, d346, 1480, eadf, e5a7, 890a, ecaade2016_238l63, 9ccc, acadia14_311v, 49be, 0804, 5279, 57f3, 24be, 375b, e433, b3cb, db98, ecaade2016_132f37, 93bf, ijac201412408g2, 2c0e, bf35, b396, ff29, 4249, 4c77, ecaade2016_118h32, ecaade2015_38j7, d2f7, 15a1, caadria2015_096n15, 96a9, 82de, 3290, 4a14, 7b16, 1b02, 7c5a, caadria2016_167p7, sigradi2014_181u5, 76a4, 7706, 9019, a628, 5222, 3975, ijac201412303w8, d9b6, caadria2017_125z33, 8e89, 518f, 2ac6, f318, cd02, 256a, ascaad2014_017e1, sigradi2015_13.181r28, ef4f, 3984, d64a, 1654, 44a8, ad53, cdef, acadia14projects_507ae, a3cd, 522b, 8656, 1b28, ecaade2014_139c31, 7267, 9f58, 42c4, 8960, 3e56, 2732, 91c7, ecaade2014_080f19, 97d8, 69d4, 9d05, 69c4, 3a32, 5cb4, 8932, 0915, c94d, caadria2015_064o7, 1f89, ecaade2015_296o64, acadia14_555l, 6fa0, 8d8f, bc00, 67cf, sigradi2013_41b, 98ce, ijac201513203p7, 791b, 3cda, d77c, 92f4, 05b4, dfb3, 11f3, 4c9e, 1efc, 1345, ijac201614305a3, ed4a, 1b6c, ascaad2014_008b5, c6f9, ecaade2015_64t13, ecaade2016_102k28, 1492, 8744, 6c97, ab25, 54f8, c110, a177, ca50, 39fd, 3a73, ecaade2014_155y37, d7eb, 3f0f, 77cf, ce41, 8924, f142, 4ec7, 7025, b77f, ace1, c24c, 0bdc, b875, ecaade2013r_003l2, sigradi2015_9.270g17, 3214, d478, caadria2015_114y17, 4c53, acadia14projects_247t, b5ae, ed5d, 84a0, c628, 276f, c049, 8d1f, 9f77, ecaade2016_095d26, ecaade2016_007n2, sigradi2016_408dd, 4414, 0a60, 8e4c, 5eaa, 5a22, f549, ecaade2015_205t44, a22e, 0457, ascaad2014_008p4, ecaade2014_163b40, ecaade2014_173j43, 9bf0, caadria2016_395x16, ecaade2015_273f60, ecc3, 4a54, 01c7, 7f74, df65, 545c, 3826, 4ef6, 4fee, c648, e202, 63b4, caadria2017_124y32, 46ff, 003e, ascaad2016_047y19, e828, c968, ecaade2014_050e12, 182f, 8d73, acadia16_106a8, cb32, 5cb3, 9c8a, ad8d, 203f, b057, 2c56, 5479, 6535, b4fa, 5c4e, 1b90, 2055, ecaade2015_285j62, sigradi2014_266d2, 77ad, 7821, ff1a, 994f, 0d83, 6668, abb9, 12f3, d5b5, cadd, c58a, 38e0, 90d9, acadia14projects_111l, 7704, 1e7b, 2641, 09fd, 932b, caadria2017_190v45, 9e7c, e23d, 4dda, b68d, 5d2d, e79f, sigradi2015_11.136l24, caadria2017_005b3, c833, b00c, 8fb8, ijac201513105a4, ecaade2014_224s57, ecaade2014_194g50, 308f, 050f, 2068, fad1, sigradi2015_8.264l14, 2385, fe3b, 36b6, 3755, c790, 71ff, 9ac6, be4c, f3a5, 97a8, b456, 09c5, ijac201513104h3, ab8b, 89ce, feff, 764e, 9f8e, ascaad2016_045g18, ecaade2014_237b61, sigradi2016_669q, caadria2015_014u2, d675, 16a0, ecaade2015_138s27, ecaade2015_268d59, f01c, 4af7, c0a4, 61f3, 6e83, c57a, 3e73, 8763, 758a, 713f, 7bed, 425d, acadia15_483c21, 2559, 142d, acadia14_719r, da6e, ecaade2014_214m54, ecaade2013r_004g4, ecaade2016_230f62, caadria2017_051l17, fbc5, ecaade2015_28z5, 6e4e, 0ce3, df55, 2f94, ddbb, 43f6, af0d, 48de, 1498, 69df, ecaade2015_172b37, 9d6f, sigradi2016_450uu, acadia14_43w, ba54, 39c7, 1692, 769f, ascaad2016_057t22, fefc, ba2d, ascaad2014_013u6, ca5a, acadia14projects_479c, 3f4a, 9a6a, 9b7a, b66b, c2ca, bc61, 8263, b8a7, sigradi2015_6.183i8, ecaade2015_169e35, e2d7, e42e, 8e09, 9828, ascaad2014_024t5, ascaad2014_017v9, acadia16_24s2, e50d, ecaade2014_176y43, 930f, c117, 5a4c, acadia14projects_375ay, ijac201513205v7, 4dee, b17e, acadia14_311z, 34a6, ecaade2014_108j24, 5ad8, ecaade2015_269n59, 4768, 2ed3, 6de2, dede, 5fbf, 94a5, 080e, 14cc, c0fb, cfd9, acadia16_432u25, caadria2017_145y37, 016d, acadia15_57a2, f995, ecaade2016_191h51, 5600, caadria2015_218y33, 5c1f, c903, 2934, dc00, 2150, ecaade2014_086s20, 57d2, sigradi2015_10.267t20, 958d, caadria2015_226p34, e3e4, ascaad2016_023t9, 57e9, 36a0, a883, caadria2017_129r34, 8f69, f696, sigradi2013_43, fbac, ecaade2016_018x4, 9ad9, 034c, 5d8b, ijac201614208c14, f5f8, 7ed5, sigradi2015_12.215o27, caadria2017_048h16, ecaade2015_227y50, dc85, b443, 5096, 4af2, bb4b, 0e78, 22af, 5673, acadia15_451k19, 7415, acadia16_460a27, b176, 71a1, e876, 78c0, caadria2017_104c28, 508d, ecaade2015_171a36, 2053, acadia14projects_453g, caadria2015_049f6, ecaade2016_067v16, 9e95, a5d2, a724, fe02, ecaade2014_105y23, 8e98, 3216, 0e05, ascaad2014_029w7, 89aa, 5816, b487, ecaade2014_071a17, 64a0, 637d, ijac201412405p8, ecaade2015_171x36, ijac201412206x4, ec92, acadia14_33am, acadia15_343c15, 94f1, 007d, 7904, 254d, eeb9, eabb, 9ce6, 7630, c12a, 298c, sigradi2015_8.328n15, a989, 2cab, 5e6b, sigradi2014_345j8, 1a9a, a053, ea53, 6b30, 77df, 0594, edbf, b6ce, caadria2015_004l1, 3d01, 5e7e, 8238, caadria2016_713y30, 2f9f, fbe6, 7f9b, ecaade2014_237h61, da8b, ecaade2015_27p5, sigradi2016_803x, ecbd, ijac201513205c8, 7a02, sigradi2016_490v, 89e5, 1d04, 19e2, 4b24, b658, 0e54, 916b, sigradi2014_271o2, 071e, caadria2017_046o14, 131a, 5c3a, e8f9, 9a5a, 5123, 0aad, 01bc, 6add, ecaade2015_336w72, ecaade2015_301p65, sigradi2014_157d4, 6b11, dbef, 85be, 207a, 79fd, e0f9, c4de, a537, sigradi2013_347o, 53be, a841, a0b9, 63be, bec6, 98d3, 0671, acadia14projects_479t, 4e1c, a3a1, 38a8, 86ab, af43, 6a7c, b043, 530e, 515f, 25a1, 2bdb, af9f, c4f5, ad65, 2295, ec3a, b625, 2b4e, b1d0, 7e13, a0e9, ijac201412301d6, d962, c0ec, c54a, e8d6, 765f, ecaade2016_163z45, 11db, 71bf, 2e98, ecaade2015_205c45, 2dad, 67d1, d650, sigradi2015_8.289h15, sigradi2014_045b4, d558, 1b62, 2d2a, 97c0, a74c, ecaade2016_230m62, 0e98, c6e5, 1d19, acadia14projects_601aa, 61d2, sigradi2013_401t, ecaade2015_177a38, 2849, 3539, 2e64, 73c9, a637, ecaade2015_35a7, 6afd, 4de5, 7494, a2ff, 42b0, 6abb, 2914, fcb0, 5160, 3020, ecaade2015_206x45, 9680, sigradi2013_387h, 0a43, acadia16_362l22, 8380, caadria2017_129s34, 176b, 6033, f07b, 4f8f, ecaade2014_184m46, 592e, 48ad, 8008, 887c, 38fb, 4c1f, e7a7, 41dc, a8a6, 41d7, 6a7f, 1050, 9e09, 330f, sigradi2016_407t, ea77, f2c5, sigradi2016_524cc, d726, 1b21, 60fc, 792c, 1015, sigradi2013_390f, 315b, 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7e83, 43ea, cc9b, 0a73, 7ea2, 9e33, df8b, 843a, 8e9e, e205, c034, ecaade2016_164i46, 5863, f983, dc22, aaa9, 6979, fd18, 1457, 8171, 948d, 56af, bf63, 7fa1, 99b0, caadria2017_016a7, b634, 9df2, ecaade2015_138t28, dc74, adc6, 623f, 4bef, sigradi2014_049e5, acadia14_463p, e231, 0112, 84cb, 440b, 6d86, 268a, 9125, 2b5d, 7249, 3220, b35b, e5e0, 7042, 4ae7, ac86, de64, 30a3, c8b7, e336, acadia16_106i8, 1a7d, fdba, acadia14_43at, 3bd5, ecaade2015_138w28, 2cf0, 5474, b5fb, 0273, 467f, a766, e598, feda, acadia14projects_339ae, 6e46, 939b, 0a57, caadria2015_172e26, a4ae, 0837, 7945, cfe7, sigradi2015_sp_11.303p31, ascaad2016_035t13, 85eb, 9d56, f90f, 57bd, 3c04, c6a8, e245, 8e7c, b0b3, e82b, 7cfb, 9847, 88dc, f517, 2d13, 5c79, 91ea, 05ad, 35ac, 98fe, 4be8, 54f2, ad3a, d633, 5b46, 42d3, 66d1, d2fc, e11c, ecaade2015_317b69, sigradi2014_265v1, 49d4, 89b1, 3e11, 29a0, 3ab7, 3e1e, d865, 79b4, 642a, 7dc0, c209, a3c0, d171, 5faa, d89c, c001, 44a6, 0247, sigradi2015_3.9b2, 13b1, 880b, 0a1b, 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7cae, 6db1, 560b, ecaade2016_ws-dleadj68, 13ed, 63d1, 9414, dd66, a5ed, c157, 9c99, sigradi2016_382y, caadria2017_023c9, 8f9d, ecaade2015_333y71, 7e78, 8b1c, ca73, 4973, c9dc, ef14, 921f, 4432, caadria2017_042z13, acadia14_43an, ee6f, ascaad2016_025p10, 3572, 3070, 4d9f, acadia15_203m8, 07d4, e3c1, acadia14_539c, 3348, ijac201412301f6, aa5c, c947, 9601, 6aee, fd11, 88b7, 6e72, ecaade2016_047k13, 7832, 5338, b6fd, 26e7, 58e0, 5fd7, 6208, 2dfd, f495, 6625, 3fee, a271, 682e, ascaad2014_016b9, f4fb, 62ea, fa5d, acadia14_479az, 8d6b, e7b2, 0897, cc45, 5b5b, 4c50, 4e58, 8cef, 39c3, 8417, 3f04, c635, a034, 7abf, ecaade2016_015x3, eb4a, a371, 1d0b, 1847, a8b8, 687d, 53e0, 523f, cc74, af33, ijac201412303a8, c206, 151f, f902, 381a, ijac201513306g13, b94f, c4cd, 2709, ecaade2016_068j17, 7a07, 944d, b1a3, b4fd, 3689, f507, 7e93, ecaade2016_095k26, 1b7f, d548, bb82, b0f9, 6905, dc0a, 595a, 70a2, 6e0b, cc08, 7abd, sigradi2013_326g, c06a, d838, 8ad5, acadia14projects_565l, 77c9, 7098, 0853, 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e03b, sigradi2015_10.144u19, 9d28, f835, d271, 3ff9, 2ad5, sigradi2013_202, ascaad2014_024g6, 26ee, aeb5, 0a78, 7380, b208, 79d2, sigradi2013_425t, 8ddb, 8c4b, daf1, 8408, cc38, 4af0, c484, ecaade2014_057d14, 8351, 8407, 9879, f7d0, d0c3, 8613, 2d94, 0e1f, d972, 75a3, sigradi2016_602d, a2bb, 3ccc, 972c, fdc5, fadc, ecaade2014_084m19, 4743, 2df1, 5616, d949, a803, 2f33, 35cc, 614a, 9b62, e302, 35c0, 840a, 5cf9, 1b8c, ijac201412301k6, 3daa, caadria2017_094s25, 5998, d6e1, d4c4, caadria2017_051p16, 042f, 7692, acadia14projects_655z, d8c7, 867d, 5cdb, acadia16_34i3, 006e, caadria2016_517z21, 7e27, ecaade2015_116n23, e375, 6a21, ecaade2014_202k52, ecaade2014_096b23, 8748, 712b, 55c5, 691f, 65e1, 44e8, cf2e, ecaade2014_052i13, ad02, 9b8a, 69da, 7e31, e99a, 0f6c, cdee, 3f53, 1b42, e573, 35f7, 125b, fef5, 2d9e, ijac201513203o7, 8bfa, 3e68, caadria2017_041z12, d297, 8942, fbc8, a64e, d854, 2fae, b073, caadria2016_631d27, 0cd5, sigradi2014_213w7, 1891, 1505, 0790, 09b5, cf70, ijac201614208m14, 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5939, caadria2016_673x28, 5984, 5bfe, 57c3, 507b, 299e, 70c0, sigradi2016_602m, afad, 7536, ascaad2016_046s19, a0f3, 60de, 7139, ecaade2015_172a37, 0e35, cd9e, acadia14projects_655ag, sigradi2014_273p2, 0473, e073, 0934, sigradi2016_655j, ecaade2014_157i39, 2499, 54d9, 0b82, caadria2017_040r12, ascaad2014_001f1, ecaade2014_225s58, sigradi2014_109g9, b5fa, ecaade2015_235l53, f1a7, 611f, 5fe9, b7a1, 7fec, 5164, 2b87, 5d0f, af73, 9c02, 0548, fdf8, 9a14, c5d6, 1cc6, ijac201614303k2, f9fe, b780, c9ef, e657, acadia14_445al, 8370, ba07, 317d, e7cf, sigradi2015_12.259w27, sigradi2014_232r8, ccfd, 8e70, caadria2016_673a29, ecaade2014_127n28, 4b14, f607, 26a1, 5cc1, 2c9d, ijac201614102e2, caadria2016_651i28, sigradi2014_159f4, e933, d466, ecaade2016_098w26, 9467, acadia14_473au, c8fa, dba3, 6965, e4e1, d994, 95d0, d08c, be9d, 2c70, 1eb6, ecaade2014_168b42, ecaade2014_180n45, ecaade2014_168m41, ecaade2014_149t34, sigradi2014_186f6, sigradi2013_183t, 3afe, caadria2015_054n6, 3759, 30bc, 2a05, 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caadria2015_130y21, 8d06, b555, acadia14_435aj, ascaad2014_007d4, 8707, 8e62, cdb1, 41a3, c712, sigradi2015_9.347x17, 9d30, 8490, ecaade2015_207f46, 3d30, b537, f1e6, 95b2, 3c13, cf66, 61e3, 7b89, sigradi2014_018o1, caadria2017_175h43, 088a, 1942, 4d1d, 4cd4, c974, 5120, ijac201614207k11, 6f03, ca5f, a2cc, f8cc, 1728, 50bc, 71d1, a65f, 180b, 0153, cf32, 01b3, 9869, efbe, a334, d237, da14, db68, 82e4, b1b2, dcb7, 1885, 2e44, ecaade2016_026r7, b49a, c50f, 211e, a43f, 44a2, a4b7, ea0d, edb9, a549, d0a1, b067, 47ae, 1e1b, d786, acadia14_167u, caadria2015_162w24, 80e5, 941b, 5b7b, ascaad2014_001g1, c5ca, 5c73, fbe9, b27d, 6ea3, 0378, ecaade2016_062f15, 1a7c, 5676, 6c89, 7914, a5e2, 402b, ecaade2016_021b6, 2c4d, 0161, ecaade2015_94d19, 702a, ecaade2016_011u2, c6be, acadia14projects_579c, adfc, ecaade2015_148p31, 8676, 735d, 84d2, 78d6, caadria2015_208x30, 2c87, acadia16_130t9, acadia14_291av, ce3b, 9098, 4009, 2a42, d835, 65c8, acadia14_281aa, 270e, sigradi2015_7.146w9, ecaade2014_038s9, a021, 7940, 4963, e651, 878d, ba7d, ecaade2014_072v17, ijac201614308k5, f009, c1be, 3c28, 1b0e, acadia14projects_627e, f6e4, 6ace, ecaade2015_64n13, ff53, ab81, 31f5, 8ac2, f9af, 87b0, 0891, ecaade2015_138l29, 1483, cac2, ascaad2014_024f6, d9dc, bd20, dbb4, 4f56, 4b19, sigradi2015_9.347c18, 9f6f, ee28, 63f2, 46a5, 3177, 35d3, 425f, d02e, acadia15_69p2, 71ee, 0585, a183, ecaade2015_129s25, c8bb, a621, 680e, df6c, 58f9, 65b6, ecaade2015_193a40, 9524, 32f8, acadia14_479ax, 7c76, caadria2017_174x42, 5ea2, 03fd, f596, a67c, 52a2, fad5, ascaad2014_026z6, c101, 3aee, 8b3e, acadia14_463z, 4c8e, 5174, 096e, cd54, cdff, df23, 6215, ascaad2016_013w5, 9ee3, d968, acadia14_301i, cb12, 6b79, 0765, ijac201513206d9, 51d7, a415, 751f, caadria2017_081y24, 22cf, afa7, 45e8, f627, 1b80, sigradi2013_183, c377, e667, 0acf, ac13, 34a8, 2fc3, c173, be4d, 271e, d282, ascaad2014_025k6, ijac201513205k8, 8dd1, a9a1, 81fc, 85c6, ecaade2013r_001a1, b95c, 0aef, 2a07, 2b6a, ecaade2014_070f16, 0ad3, 8a39, 93e6, ijac201412303j8, a00a, b86c, ijac201614102g2, 5723, 7d0c, 4d56, caadria2015_156k24, 813f, acadia16_164s11, 9f75, abee, ecaade2016_129c36, a012, ecaade2014_180c45, 59a5, 4b41, f8cd, 2c69, 666f, 4346, bd1c, b82e, caadria2017_015w5, a1b6, 6340, ecaade2015_333l72, efee, a585, 25b7, 02c3, ecaade2015_269o59, caadria2017_183c44, 73c8, 6de5, acadia14projects_691au, 2010, 4155, 06fa, 4dce, 0f3d, f214, e5ea, 6a2f, e066, e990, 0035, ijac201412401n3, dcbd, 1469, 738e, ceca, d812, ca70, 2e5d, 1f41, ccb2, 7162, ecaade2016_224y59, 9569, ecaade2014_066i15, acadia16_224w14, 7a49, b0c9, b893, 4530, ecaade2015_297u64, ascaad2016_022i9, acadia15_323u12, 4384, 731f, ad69, 27e6, 0842, 47da, 3dc2, 90f8, c5e1, 6fc6, sigradi2013_400r, ecaade2014_201i52, 70a5, a239, 0506, efcd, 6a96, 2092, 119e, e64f, 7657, fb83, a453, 6a23, 7143, 145b, 0406, 483e, 09a4, 34fa, 6736, d0df, 47d5, 6081, def2, 49c2, 2895, 3c66, 1e44, bd7f, 8f50, 8a38, df0e, 4136, 2f85, f9e6, dfd1, 3857, 542e, 7ec9, 5d40, b828, b862, ijac201412403v5, c01c, sigradi2015_10.140s19, 3189, 39a6, 9c51, 6205, 11fd, cabe, 0dc1, caadria2017_015x5, 5002, ea56, a23b, 6244, f1f3, 9425, 597e, 427b, 6aaa, ade2, 5f50, bcb5, ce04, 155b, d6d4, 3ae9, 6242, 0973, 3f4e, c569, e30a, 3988, ijac201412204d3, ecaade2015_18d3, 89ff, b691, 672d, 8503, 66a8, acf3, 9cf3, 9954, 78fe, acadia14projects_375az, ecaade2016_tkoc67, ecaade2016_021s5, a3ee, ecaade2016_154j42, caadria2016_105e5, a75e, 136b, fb02, 27fe, 3637, 2b2f, sigradi2014_052o5, a9ff, 0f72, sigradi2014_313d6, a4c1, ecaade2015_229d51, caadria2015_126r20, ecaade2015_230g52, 4393, 1370, 7d65, 1c7d, f2c6, b7a0, 3e24, 015a, ecaade2016_102f28, 5e09, caadria2015_070x8, 81a7, 8e3c, 534c, 9e84, 4285, f6cc, f342, bb16, ae4c, 1700, caadria2017_051l16, ec96, aaaa, 856a, ecaade2014_167p40, 48a3, ijac201412201k1, fd5b, 3ca7, 030b, d1e6, 06ad, e3f5, aa12, sigradi2016_534pp, a599, 227b, 3608, e6ad, 4eac, cdd3, ecaade2015_22n4, acadia14projects_655ac, f146, 404d, 643c, f2ea, 3705, 48aa, c0c3, 8eaa, 1fd4, 8382, c4ad, sigradi2014_032c2, fac8, 9fd1, bb90, bacf, sigradi2015_4.219c7, 9282, 7e51, 3a7b, 8db9, 5e94, acadia14projects_661k, fad6, a3ce, e6c5, 97f1, 5a1a, d50f, a250, sigradi2016_561gg, c597, 0448, cc0c, ecaade2014_057e14, ae1a, 6b0c, 94e6, 8223, 0286, 57a1, f603, acadia14projects_549z, 6db5, 5ca7, dc9a, 36c9, 55db, 9d4c, ecaade2014_163f40, 0922, cb8c, 3c5d, 2d35, 6ac7, 4320, 0975, e051, aaf4, ecaade2014_214l54, bce1, 2146, e16a, caadria2016_611b26, acadia15_95j3, b990, ecaade2016_068m17, f50a, ecaade2015_13t1, cdac, ecaade2016_128h35, acadia14_601ab, bbea, 0269, ascaad2014_018u1, fb2d, 021d, 334b, 5eb3, ca21, 45ca, 1b9e, ff90, 886a, c4c7, 5e22, adea, cce8, sigradi2013_32, ec4d, 2bce, 3866, e5f9, 4fec, 8da3, acadia16_62o4, a383, 46b5, 6005, e1fe, c22a, 2efa, cf41, 5862, 8081, f50c, 4171, 492f, acadia14projects_661m, sigradi2016_408cc, 1396, 0e02, fe77, af51, a673, 2257, 44cf, aefc, e236, 4454, 5703, 1fb4, sigradi2014_232p8, acadia14projects_579aw, f3c8, ijac201513303h11, ecaade2016_108a30, 761b, d09f, sigradi2016_363ii, 01b9, ecaade2015_21l4, ijac201513305p12, ecaade2014_030l8, 9a2d, a951, 9434, sigradi2016_467t, ecaade2015_250e57, 3917, 6e38, 29a5, 2f16, ecaade2016_098e27, 4f7c, a483, caadria2017_132v35, acadia14_479f, caadria2017_110d29, 4828, ecaade2016_152y41, 8850, fb0b, 4fff, a868, sigradi2016_814r, 3aca, ccec, 5bf5, acadia14_291i, a184, 399f, a4f3, 7681, ecaade2016_071t18, d020, 6189, 4a8b, acadia14projects_609at, e979, c159, sigradi2016_815y, 61b7, 6e7d, b6d1, caadria2016_703n30, 57e6, aaee, be2d, 9fe9, ecaade2014_168z40, 72b6, 500000000, 41dd, ecaade2016_106o29, ea4b, 8296, d28b, 77c0, f9e4, d396, 03f4, fd54, 5b1c, 6132, 0439, 842f, bf31, 8c16, 043e, e96b, ecaade2015_158d33, ecaade2015_144k31, a13b, fffa, f98a, d6f2, 3d38, caadria2016_487i20, c414, dae0, ijac201614201x6, 5ffa, 7fe4, 7ee2, acadia16_12f2, 199f, sigradi2015_8.186z12, 1206, 281e, caadria2017_041x12, 7868, dba0, ecaade2014_146u33, 059d, d20a, 0454, 42e7, a5e3, 3ef0, ecaade2014_237z60, ijac201614405c3, 91f0, ecaade2015_15x1, 2047, 42fc, 27b8, ec88, b0fc, ecaade2015_207h46, a3de, sigradi2013_400z, 5a52, acadia16_130n9, caadria2015_145v23, 5ae5, sigradi2016_448y, 0356, 930d, d875, caadria2016_301r13, f72d, 5718, e045, 1630, 7de3, 8889, ecaade2014_038m9, ecaade2014_112m26, 6a10, d773, 30e9, 5769, 2df6, 29e7, 17b3, 18ed, c92f, cd10, e175, 6cfe, ba89, 8a74, 09d7, ascaad2014_011y5, 116f, a565, fede, eca2, e479, c652, 3bcf, caadria2015_203g29, 6c5b, 61ca, 017e, f11e, 754a, sigradi2016_530ee, db8b, ecaade2015_171r36, f071, a13c, 5093, 7e39, acadia14_427an, c586, 0bd7, 6fb7, 00bc, 1d0d, acadia14_671l, cfa2, 01b7, fe1b, 0baa, e325, 1620, ascaad2014_017o1, 8c5d, 64da, acadia14_671u, acadia14projects_463u, 6152, c20b, 3e3d, c6dc, 2ccb, a639, 21f2, 8ebf, dbfb, 6441, eecb, 902a, f787, 86b7, 67fd, 761e, 3e0f, ddab, ca95, 0eb9, 6d90, a16c, db90, 0bb4, e913, 8ed7, c56a, 1780, c932, aeeb, f7d6, 5fbd, sigradi2015_11.34c24, ab6f, 8fbe, 6ad3, 8b6d, 3cb2, 96bd, a06c, 1c66, 7207, 4b28, d57a, 35d8, abb3, e242, 1010, 5986, b530, 5004, 3103, 8399, 283b, sigradi2016_601zz, 1529, 3ce6, sigradi2015_8.186k12, acadia16_154g11, a3ff, 4a22, 2b57, 9597, e7d3, 52ee, c95f, b35f, acadia15_137n5, 1b29, cf3e, db0d, caadria2016_611c26, acadia14_627h, 7037, 58a9, 89e8, 80f7, dc55, 8783, 43cf, 4b7f, e91d, 3291, 86b5, cc46, 2b8e, 1e53, d71b, 1f51, f4b8, 2a10, 15e0, 98e1, ecaade2016_162e44, 6224, ef9a, 6333, acadia14_189aj, a703, c2e0, 7b7f, a80d, caadria2017_113s29, 5d7a, 1fb0, 4a82, 49fb, 823f, 3dfa, 9430, df7b, c8ca, 5074, f5a0, 1391, ecaade2016_241d64, ecaade2016_191e51, eb54, 8bdd, 9173, caed, 5ede, 7951, caadria2017_165s41, 6fa6, 6362, afb9, 5368, 1283, acadia14_365ad, 1736, b8b7, 6ad6, ada9, 3748, 4c6d, 141e, acadia16_244t15, bd23, 7429, 6086, f896, 5df1, dae8, ecaade2014_156i38, caadria2015_102e16, b187, a0cf, 271a, ijac201412406j9, 8467, 31ba, a398, sigradi2014_330r7, 1aca, 9deb, 436f, 622d, 93f5, caadria2015_078m11, 7c6d, 73ee, 68a6, acadia15_263a11, c6e7, 6a6f, a2c7, 9aed, 3b67, a62f, 62f6, ecaade2016_018t4, ce45, 51df, fcdd, f197, 236f, 7edb, a9dc, caadria2016_343o15, ca5d, c698, 66dd, 7bf0, 9c4f, f673, 596a, 1577, ascaad2014_017w9, sigradi2014_266i2, 19e5, b095, caadria2016_013y1, cc8a, a498, 8d1d, 96af, 99c8, 034b, a7cb, f53e, 5e46, a521, a9a8, acadia14projects_117az, 3615, 5b06, ea49, 5236, caadria2016_713w30, acadia14projects_63az, ecaade2015_83m16, 3e23, 09e2, caadria2015_122l19, 7bfb, 717f, fea2, 7e49, 065c, acadia14projects_281ac, 0960, 1493, 4050, ecaade2015_278p60, 10e3, aed6, aa76, 52cc, 326f, 6abf, 889d, 204d, d43f, ee5a, 9cd0, 0f7c, sigradi2015_9.347u17, d621, 2818, 4a90, 9970, c218, 6d5d, a7fc, aa38, 288a, 348d, sigradi2014_345i10, 4170, ecaade2016_043b12, ecaade2016_068v17, d0bd, ijac201412404e8, 2a51, b157, 2dcf, 1cdd, cfaa, bf2f, sigradi2014_263y9, 1d0c, 0485, 249e, d38b, 8660, 0328, dd34, ascaad2014_019h3, 0d8e, 2408, acadia14projects_347av, 875e, b41f, 4a35, 7035, 42c3, 00de, acadia14projects_601ac, 68d2, sigradi2015_sp_3.85s29, 2b68, ecaade2015_61x12, sigradi2013_243r, d46a, 92c0, sigradi2016_431w, da72, 1889, 1b71, 20aa, 703f, 7ccd, cf6b, 546b, 1a1f, 98b6, 10d4, 3081, cc2e, 5ffd, fd8a, 71cd, 4be7, 32d0, 4847, acadia16_12v1, 149d, 2584, 4cf6, 77c5, 349c, ab45, 5714, 98e8, acadia14projects_479k, 910c, 55a0, b518, f779, db82, b82f, 9943, caadria2016_013h2, ecaade2016_136z38, 6565, 87ee, fe76, f5f5, ecaade2015_193k40, 9903, ed28, acadia14projects_357au, 30b6, acadia15_443y18, 8830, f0b0, 1d16, 54c1, 0414, 2995, 08f6, ea90, ascaad2016_017z6, bde8, a16f, ijac201614207n12, 4311, 1899, f505, 4082, 42e8, 4498, 7ba5, 6556, 4b86, a10c, 19c4, 20ce, c88e, 451e, ecaade2014_151t35, dd4e, db27, 643a, d23b, caadria2016_477u19, 989a, ce16, 289d, 15fe, d008, f680, 63fc, 65b7, 50ab, 0556, 2e5c, ad2e, 1e09, 37d8, 12ee, acadia14_399an, be72, 5ba8, 0531, 6951, d966, 82d3, 3c88, f5b2, e16d, 2dab, 33cc, 02c4, 0453, 0c58, ca86, ascaad2014_036g2, 1f92, adad, acadia14_63aw, 46b8, a9e5, 678e, 6d38, eb71, 5d44, sigradi2014_123v9, 09fb, ecaade2015_178j38, caadria2016_177h8, 146b, ijac201614305j3, d2c5, 5573, a450, 8e46, acadia16_62s4, 3b1d, 8839, caadria2016_229b11, 1624, 3ee7, fe5d, cb8a, a7d0, f98c, f351, 4638, be56, 957a, c060, 92de, af5e, cdd6, 887d, 65b8, ecaade2015_180l38, 3790, ijac201412402r4, 96d3, 41b5, cd32, 7fd3, 3974, aae9, 3b8e, 6a47, f72b, bce2, caadria2016_259t11, 9a16, caadria2016_003f1, 5ca2, b32b, e25b, de03, bfbe, 4ab6, 0544, 4a6b, 8ff2, a8c5, ef98, c94c, 668e, 14c0, b3a3, 4e84, 3b76, caadria2017_018p7, acadia15_223h9, a9f8, 40c8, 337f, e2ab, a8ec, ijac201513206e9, a18a, b42f, 8aa5, a1a0, eae0, 1ad9, 62d4, 21d8, 2b53, 0730, ijac201412304v9, dee2, affd, 6b5b, 514d, 84bf, 05b2, 4e83, 26ef, bdb9, bc9c, a7a5, a7f2, cfa3, f25d, 312e, caadria2016_797y33, sigradi2013_285c, 4ef1, acadia14projects_117b, 6dd4, b364, 3ea6, c323, 8742, ae37, 2820, cc61, 0093, e82f, 24db, sigradi2016_357l, 74aa, 0eae, 13f7, caadria2016_683k29, 0c4b, 85bf, acadia16_184k12, 456e, f25e, 7555, ce43, ee7e, 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