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-185
authors O.T.J. Devisch, H.J.P. Timmermans, T.A. Arentze, and A.W.J. Borgers
year 2006
title Modelling Residential Search and Location Choice - Framework and Numerical Experiments
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. 185-200
summary People only move a limited number of times during their lifetime. Factors such as high financial costs, local social networks, emotional bounds, etc. make that people typically postpone this decision as long as possible, up to the point where the benefit of alternative housing outperforms all these factors. Then things generally have to go fast. This combination of time-pressure, high costs and lack in experience turn residential search and location choice into a complex decision process. This paper presents a model developed to grasp some of this complexity. Households are approached as autonomous decision-makers continuously evaluating whether to search for information, to visit houses for inspection, to start negotiating with the owner of a house for sale or to do nothing and stay in the current house. Households make these evaluations on the basis of beliefs regarding their environment and update these beliefs each time they collect new information on this environment.
keywords Microsimulation, Spatial simulation models, Strategic decision-making, State dependent behaviour, Belief-updating
series DDSS
full text file.pdf (235,175 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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662f, ascaad2016_022m8, 5d10, 120f, 96a6, ecaade2014_072x17, de65, 672c, ff4e, e26e, 8eb9, b4d1, e65d, ecaade2016_025g7, ecaade2016_080a24, 9373, 926b, 0bf7, f8ed, 8ce0, 2425, 11e5, f181, ijac201614206v10, 2cef, 09d0, 4c15, 37cd, 2999, 698b, 8182, fd25, 0862, faf5, 6d56, 58cb, ca00, acadia16_184z12, caadria2016_209u9, 3fc7, dc53, sigradi2016_592w, 9055, e3e2, fda5, fe67, sigradi2015_2.213x1, f464, dac9, 2252, ijac201412404i8, 5cbf, 7faf, 916d, 8828, cae1, 30a7, b61e, ecaade2014_168k41, c00d, d915, fda3, f227, d6ff, 3034, 8932, sigradi2016_694k, df77, e4b1, 7cd9, 02ab, caadria2017_124y32, f982, 5363, 1dbc, 0324, efdf, 16cc, 42ff, e860, 1533, acadia14_145s, ascaad2014_012g6, 087f, 1f22, 34c2, 6c3c, b45d, b833, 0d12, 6f96, 57b3, 79de, cc01, 7512, f360, 7059, 370f, 23c8, fa7d, 0c86, a89b, ecaade2014_206p53, ecaade2016_182m49, ecaade2015_221u48, e390, 153a, 03c3, 80b6, 26cc, ijac201614303p2, 1727, 728a, sigradi2014_265y1, acadia14_177ah, 1b47, 9efe, 26b5, 970, acadia16_224r14, 19c6, d1ec, c659, sigradi2016_385oo, a68e, ecaade2016_099g27, f3de, caadria2017_110k29, 7b53, 11fe, 9199, 4a55, acadia14_189ar, ecaade2016_185z49, ecaade2015_302n66, d13b, f485, 237e, 166c, 7ada, ijac201412408p2, sigradi2016_690f, 9a35, 1df7, e98b, 0d88, 4047, cd7b, 5f7c, acadia14_647av, 0e8f, bf4a, 24ef, 1f30, 6287, 9f8a, 7d1e, 4180, 4f79, 8200, 33a4, ecaade2015_222e49, 6556, a267, ecaade2014_182x45, 667b, c96b, 85f7, ede3, fe69, 1858, 248e, 9576, c308, e59e, acadia14_609af, acadia16_450o26, ea90, e2bf, ascaad2016_004p2, sigradi2015_10.7j18, 8a3b, dcb4, 09fd, 1b63, 22c1, ecaade2016_021v5, f08e, aeb8, 31e0, ecaade2014_224s56, 4ab4, 490e, ea34, 83f2, acadia14projects_681af, ef89, fdce, b9cd, 7778, e6d8, 29f3, 0d93, 4d0f, 5e1e, f614, ecaade2013r_017c9, 3158, 5485, 092f, sigradi2013_330e, 752e, caadria2017_074k23, ca26, 09d3, 77b1, ce35, 4c74, 69ac, 45b4, 8cd6, ecaade2015_304w66, 9f0f, 971c, 22f9, 0057, 19b0, e7f3, 1c51, 11f1, 74ae, 5b3b, ecaade2016_018v4, 9a85, ecaade2016_tkov66, 2cf2, 978e, 7fe7, acadia14_63aa, ecaade2015_33g6, sigradi2013_10f, a204, acadia16_140t10, ijac201412304w9, acadia14projects_33al, caadria2016_271a12, ecaade2015_161h34, ce80, 75ef, sigradi2015_8.47j11, c099, 580e, ca6a, 47dc, ijac201513105a4, acadia15_431o18, 590f, de38, 005f, sigradi2015_3.43l2, 3a86, d891, 87c7, 01fc, fc14, acadia15_451f19, 7f5a, ascaad2016_056f22, ascaad2014_008u4, acadia14_339ad, 85ac, c185, caadria2015_208t31, b899, ecaade2015_180e39, 0885, ecaade2016_021f6, 3e40, f15f, e2a1, 4b7e, c76d, cc57, 5f81, dd39, ecaade2013r_003c3, 2645, 0ec9, e33f, 969f, ecaade2016_007c2, 7ebc, 256d, 21b2, 2dd4, caadria2017_174y42, 178a, 4f02, 779f, acadia14projects_317u, 6312, ecaade2016_018y4, ecaade2014_206h53, 6c7a, ijac201614208i13, 79be, d860, f1e6, a04b, 53d1, 5deb, 623f, ab7b, 3979, 8ca4, 639c, d67c, 2cd0, c1a8, 9aa3, b0df, ffac, 5da3, caadria2015_078e11, 05ff, 12af, 0cd8, 70ea, 7213, 05a7, 0318, 1002, d22b, ffd7, 1566, befa, 181d, e12f, 9887, f002, d03e, c96f, b4f2, ab64, ac7a, 93b7, ecaade2015_273k60, c922, 86e7, 3dac, d3b6, be6d, 4b0b, ecaade2015_170z35, ce5c, 8558, caadria2015_142k23, def6, caadria2015_064v7, 1808, d04d, 3e76, e898, ecaade2013r_017w8, 79a2, 333b, 9975, fc4a, caadria2017_129u34, 0e58, 68f4, 0036, caadria2017_149i39, 0a65, d519, 7c0d, 27da, 7ba0, d794, ascaad2014_020u3, e849, 7643, e70c, 6ab5, a849, 61ab, b88e, acadia15_185y6, 533d, 042a, acadia14projects_153d, e627, ecaade2015_100o19, 9ec4, 85c9, 8efd, c6a0, 73da, 3871, dc42, 6c14, bf22, 48a5, 8ca5, dfe7, 8741, 6dfe, f693, ijac201614402a2, 22cc, 9635, e827, 4774, a524, ac0a, e2a8, 2fb6, 01bd, bcc3, f9c1, 6237, 1eac, 8275, 1d98, acadia14projects_565ai, caadria2015_119e19, 7bb0, af8f, a5d2, 8379, 1341, 0521, 67b5, 4f7a, 4de1, 01b0, f06d, ed8b, ecaade2014_224t56, acadia15_161d6, 91f9, ecaade2016_144m40, 1704, 4141, 7166, 0d42, da27, 069f, 32ec, sigradi2014_032d2, 5a8e, ascaad2016_049p20, fa6d, e2e9, a937, ecaade2016_119s32, sigradi2013_183, 9ca6, 2bc2, 48f1, 7f2f, 7781, adc2, f553, c373, e730, 5de7, 74ec, 1c2d, 355a, ecaade2014_086u20, 42e6, 2407, 595c, ijac201614402s1, b4d0, d16c, 3d7a, 5d2a, 6852, 068b, 3e6e, b7e3, sigradi2015_12.297g28, f4ed, 8df4, ecaade2015_92u18, 57c3, 8019, 866f, 285f, 84bb, fe6f, ecaade2016_221x56, e187, 21c5, 278d, 7047, d7ef, 3bc5, 48d8, 54b1, 1994, sigradi2014_330o7, 132e, 6573, ba4c, 9f75, cec8, acac, 397e, 67ea, 4aab, dbb2, acadia14_281s, d83c, d2c4, sigradi2015_9.141j16, 2293, acadia16_130u9, 9c28, f4f4, 0611, 8c64, dd58, 928c, acadia14projects_167y, 596d, 7f24, 22ff, caadria2016_517a22, 0480, 7bca, 4802, ee84, acadia14_291ak, 060b, 292e, sigradi2016_801s, 4609, ascaad2016_017z6, c56b, 89ec, eb3a, dff6, 7008, 5c8d, 244d, f82b, 9547, 76d5, acadia16_298i18, sigradi2014_123s9, 1aa7, a1ce, sigradi2016_507rr, a954, b6f5, 9451, 2f98, df1c, 5370, d798, ijac201412404c8, 1c59, 66b2, db74, e8e5, 3235, ecaade2015_235l53, ascaad2016_056g22, 413b, 0b81, ba11, 0487, sigradi2016_484xx, ijac201614208n13, 0bd2, 18d2, acadia16_412z24, a7ae, acadia14_661i, caadria2016_871t37, 5c72, 449b, f9e8, 748c, e1b0, 8a9b, ca19, 2de8, d60e, 7e8a, 2995, 409e, 5603, f487, 0978, ad6c, 218d, c736, b0a9, ecaade2015_201w43, 3153, a716, c40f, ac17, 11b3, 21dd, sigradi2015_9.141g16, 2dea, a418, 4e93, sigradi2015_10.377x22, 52b1, ecaade2015_77c15, acadia14_357at, 3d20, b7b4, 7f2e, ascaad2016_045l18, ecaade2014_044f11, acadia14_339at, sigradi2014_185z5, b466, a41e, ac7e, e2c8, 6b6e, 742a, sigradi2013_28k, caadria2016_851a36, bc73, 6699, 9979, f426, sigradi2015_3.221w4, ecaade2015_250d57, acadia14projects_81j, ecaade2016_118g32, b4a0, caadria2015_081v11, aa8a, 5924, 455a, c6d8, 4e1d, sigradi2016_805gg, ecaade2014_012l2, ecaade2014_197i51, 9960, 2d86, d975, a52b, b7c1, 8758, 69bb, 3bbc, d831, 2cae, 73ac, ascaad2014_022e4, sigradi2014_180s5, 25cd, faac, 74d4, 9072, 997f, 3598, 8437, 2c47, fbef, cdc4, sigradi2016_409ff, cc79, 930b, 1930, b4be, b640, ecaade2016_169k48, f4c2, caadria2017_127e34, dd0b, da20, 53eb, ecaade2016_102z27, 03e5, sigradi2015_6.387x9, 2086, f759, a359, d255, 67ca, 6ebe, 54e1, d93e, 30a9, ascaad2016_054a22, 859f, df8b, acadia14_609ao, 3001, caadria2015_178v26, af34, 2ded, 7009, 2265, e261, a8cc, 5271, 7c83, 5950, 4123, caadria2017_048h16, a81e, 9972, 6827, 9618, 9d93, ascaad2016_044s17, fd68, 7386, bf18, 5384, ecaade2013r_009a6, 3dbb, 2d36, 99ce, ijac201412402e5, f0bf, 6ad1, 3d43, acadia16_88t6, 40d7, 35b8, bbef, 6e9f, ecaade2016_163x45, 5854, 8812, f57b, sigradi2016_815mm, 55ec, 530c, 3bc8, efe4, 04ee, 4437, ijac201614401d1, b541, sigradi2015_8.189t13, 7a1e, cd4b, 8a67, ijac201614206x10, d8e9, 08cb, acadia14projects_189al, 5a9d, b0fa, 4c02, 2e55, caadria2017_122u31, 5cef, 2a4e, 4586, 3255, 9b64, 0a23, 13d3, d7df, caadria2016_405n17, 32b6, f77d, 5b09, 3a8c, ecaade2013r_008j5, sigradi2016_534tt, 0728, bb11, 4600, 8b3d, ecaade2015_130i26, caadria2017_182o43, caadria2017_029o10, sigradi2013_267c, ecaade2015_94j19, acadia14_661p, 1ce5, 9be5, 0087, 7697, c59a, ab13, 93ae, b20b, 0804, 26fb, ee08, 1078, ba25, 30c4, 4993, 6c5e, ijac201513205n8, 6ca8, 4a1e, 3673, 8a70, 72d1, caadria2015_208i31, d7a6, 3728, 416f, 08a9, ecaade2014_024p7, 2e12, 4a70, 13aa, c0f3, acadia14projects_135s, 22e8, 46c3, 3885, acadia14projects_63ar, 1018, 9ee9, f971, e064, b0e4, 8b22, 8b37, 5203, cd0b, 3f0c, 1415, c5c3, ecaade2016_040u10, 964e, 95a6, 002a, aa1c, a5b4, bf1a, 43d1, 598c, 1d46, caadria2016_621p26, bf54, 8c1f, 4dc5, ecaade2015_25f5, 6a50, 45e1, b64a, 27cb, 9947, 0e03, ijac201412206b5, 6666, 9873, d1b6, faf4, 6181, 415f, 82e5, 4b77, caadria2017_124c33, caadria2015_072l9, 06d3, 83e6, ff1c, 6617, acadia16_12j1, a697, acadia14_247z, 4d8d, caadria2017_016b7, c4a9, de4a, 8d39, 951f, sigradi2014_128c1, a511, 5908, 1e29, 7458, 28b6, 0bef, ecaade2015_250b57, 3c25, ecaade2015_15z1, cefb, 26ae, 8c7d, b8fa, 5ce3, caadria2016_363b16, 9619, ee11, 510d, acadia14projects_637ag, ijac201412401p3, 38c7, 9cc5, 820a, b702, caadria2016_187a9, 38e5, 2e49, a93a, 40c6, ed7d, fab1, acadia14projects_655w, 6d09, 36ca, 83b1, ecaade2016_170o48, ijac201412403v6, cf10, 2945, da53, 06aa, 1d69, a95e, 16eb, c8d0, ascaad2016_045h19, 4544, 1a0e, 8115, a356, sigradi2016_602k, 0cca, acadia16_460w26, sigradi2014_169u4, bde4, caadria2016_157n6, ascaad2014_022p4, 7ddb, b94c, 7cf2, 6cef, d485, ecaade2015_336y72, a156, 8eb0, cc86, d60a, ecaade2016_111p30, caadria2016_735n31, c863, c64c, 94dd, d158, ae93, 9707, da88, 1d13, c58f, ecaade2013r_003d3, 99a3, caadria2017_056o19, 3975, caadria2015_032z4, b84f, caadria2017_080l24, 69d1, 8c54, 33a1, c7a2, bd95, c31c, ecaade2016_217a56, d80f, 1570, acadia15_243w9, 4460, e54d, e0d7, 77e8, 9529, e8f7, 58e8, 14cd, a0e9, ffc2, 37a1, 27bd, 7879, 4558, f9f5, 9755, c489, 63a2, fa8c, 929b, d412, ecaade2016_203e53, 7d29, ecaade2014_144b33, fc01, 9421, fc03, 90c9, aea0, 1a54, b699, ijac201412305b2, 713a, 6426, ecaade2013r_007g5, c344, 8166, 6305, 06ce, sigradi2014_036r2, d2b8, 541b, f237, ecaade2014_240b62, ff76, 2092, 4cf9, 84f2, d43e, 45e7, ascaad2016_003e2, 7413, 66f2, 9733, 2f36, sigradi2014_074h6, be32, ascaad2014_004e2, 8b5e, 973c, 5d7a, 15d5, 2760, a98d, sigradi2014_084y7, 9d1f, ascaad2016_038e15, c928, c641, e7c4, 2f38, 4092, caadria2017_095f26, 6ecd, caadria2017_104b28, 2fbb, 9a7b, d36e, 2113, f9d3, ecaade2016_006u1, d9bf, f4b2, acadia14projects_75ax, 96a9, 3cd5, ecaade2014_133x29, 4be8, c1b9, 4dd5, ecaade2016_221p56, acadia16_12g1, 1dc6, ijac201412405a9, 5663, 1487, 2cab, 1cd7, 24c7, 9ed1, 6eef, 0b4f, d852, 41bd, 9bfa, a295, e6a8, acadia15_69p2, 6da5, ecaade2016_193s51, 3600, f911, 768e, 5329, 2ec1, ef90, 55dd, sigradi2015_sp_2.112e29, 24c4, 33ed, ecaade2013r_019b10, 78dd, c628, a4dd, 4719, c991, ijac201412402m4, 326d, db79, 9c52, 97c7, e0ef, f105, b296, 7f2c, e044, acadia14projects_281u, acadia14_247m, e61f, 8fad, 7298, ec75, 67d8, fa38, 1923, c0ac, e802, 386b, d4b2, 431d, ijac201412305w1, 3c67, a527, cc62, 6661, 8aa5, 6cbd, ecaade2015_297t64, fd0c, ecaade2016_067h17, b0b2, e599, b2dc, 5e8b, 6a70, caadria2016_579r24, 7f52, acadia14projects_463ay, ecaade2015_48v7, adb6, 8d4e, 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ecaade2014_044h11, 48c0, 9dc0, 2829, 816d, 866c, 4f38, 448d, c546, e50b, 8c48, e8bf, 211c, ijac201412405u8, 14e9, acadia16_298k18, caadria2017_055j18, fdba, de02, ae66, d346, 543a, e254, 5ac9, 6e77, baea, da38, 30ab, f6a2, 4d9e, 2650, 0af2, sigradi2013_194z, 3eab, ecaade2016_198t52, 1174, 4afb, 2731, ecaade2016_132p37, 2778, caadria2017_017j7, b18c, e0e1, 6ab3, 225c, 32c1, ddb1, ae5f, 55fa, 432f, acadia14_199af, c5cb, 2a19, 8dad, 834a, ecaade2014_194u49, bac7, acadia14_609ak, e517, cfb9, 0464, d4ea, 83b4, ecaade2015_171t36, a489, ijac201412303n8, 427a, d008, ed66, 5d62, e9a8, 0b78, ecaade2015_83i16, b657, 3caa, 0d36, acadia15_274m11, 9c58, 7f74, 17df, 80e2, c315, a2bb, d559, ce58, 7f23, ecaade2014_168l41, 3227, ecaade2015_253y57, b19a, cb6f, dbd5, c661, sigradi2015_3.11d2, ecaade2016_223m58, caa5, a09d, 8928, 9cda, ecaade2015_194e41, acadia16_72j5, 3cf8, acadia14projects_199ag, 92d0, 1fa8, 982d, acadia14_463e, 814e, 4bcd, dbdb, caadria2017_003x1, ef21, f459, sigradi2013_275g, 7d01, 5b62, caadria2015_139s22, 286d, sigradi2016_490oo, 3394, 9701, e942, 25d6, 4280, ijac201412408u2, 8176, f0f4, 3a50, 97be, 38d5, acadia14projects_101y, 0129, acadia15_57v1, 6acf, b11e, 02a9, 2184, 88f1, bbe1, 488b, d16d, 1d57, e55d, c501, e96e, 31a3, 9099, ecaade2015_193f40, ecaade2015_82x15, sigradi2016_752oo, acadia14projects_43w, 4081, 4431, faea, e0ca, 6b81, a2c7, 660c, 2bec, caadria2017_086j25, 06de, sigradi2014_293v4, 0b73, 15cd, b577, ecaade2015_251m57, 3ce7, 6faf, 4d88, 71ef, 0cef, 0e01, 19be, a92a, 4a57, 5019, c539, 13b9, ecaade2015_286x62, 9173, 416a, 729b, 2afb, 58e0, 50dc, b7a1, bfb7, 96a7, 7357, 1dc8, 1f4c, sigradi2016_732i, 5bff, caadria2017_163d41, 1066, ijac201614307t4, 9264, 59f9, 8336, b268, e131, 4e3d, cecb, 8487, 72cf, db0d, 9636, 02c8, 94b2, 7981, 3295, 6960, caadria2015_213p32, 6ea0, 67f5, 8ae3, f68b, da6c, sigradi2014_330k7, f717, 2c80, ecaade2016_225e61, c1be, 2baa, caadria2017_135e36, ecaade2015_227f50, 5c15, 3554, 2891, acadia14projects_579m, 0a15, 5522, ecaade2016_128j35, d318, e343, e8f3, ba7c, 47e9, af6f, caadria2016_797t33, caadria2015_109b17, sigradi2016_431cc, 94d0, 5fd6, a672, 37ab, 7abe, 6d13, c8d2, 2609, dd9f, 1c0c, 8709, fcb2, 9591, a8bf, 01ee, acadia14projects_619at, e0aa, 1b7c, db38, ca1d, ecaade2016_021o5, 72e5, ecaade2016_042d11, 3bd0, ecaade2014_072z17, 79e7, ecaade2016_018u4, 2ddf, 2037, 7805, 9284, 4dc6, ijac201412406h9, ecaade2014_186c47, d2e7, bf16, da1d, acadia16_352x21, 175f, 29b3, 6455, ecaade2016_162o44, a119, 3a7b, ecaade2015_11a1, 85e0, 21f4, 1303, 7823, fd4a, a3f8, ecaade2014_176i44, a0c1, b055, 4df7, de29, 222d, bbc1, ecaade2014_121x27, ascaad2014_005i3, e1be, 4c99, caadria2015_213i33, 95cc, 8579, 01da, 2121, ecaade2014_147x33, f707, 7005, d4a0, c4ae, caadria2017_118l31, a466, 0bfd, 5f8d, 7e64, 3994, be69, ad61, 318a, 4f07, a4fd, 51bf, cd94, faee, 78f7, acadia14_339am, ecaade2016_169n48, 59ba, 16b7, sigradi2013_54o, 388f, 514f, e56e, 5513, 208b, 8326, sigradi2016_814ww, acadia14projects_135ab, ecaade2016_013j3, 3838, 53f7, 0dd3, daf1, f4d4, 89d3, d576, c369, f62c, 2d5c, f58e, 9f6c, 682b, a29c, 296f, c6f8, 2b0a, 073e, 8657, 7341, ea4f, deb7, ff67, fcf0, 5ff6, 46d5, ecaade2015_138y27, cd80, 736e, ecaade2015_194y40, 3cab, 12a0, e314, c449, sigradi2015_9.347t17, ab4f, f48f, c7e9, d9c2, 2abb, sigradi2016_625ll, 93f3, 48d4, 7661, sigradi2015_3.11g2, 298b, e367, 82f8, caadria2016_353y15, 078e, 1cd4, 600f, 3bb3, 7a4e, b5e1, ijac201513105w4, 9c7d, 00cd, cca6, d87a, e24b, 26b1, caadria2016_291a13, acadia15_243b10, aa50, a353, be2b, acadia14_177r, 1269, 460e, a79c, 5888, 06f8, 6db1, 1286, caadria2016_569f24, 729f, 7e9d, 9f80, dfe3, 9e8a, 2559, a892, caf0, caadria2015_023c4, 8f6e, 9cd3, 9c9b, 7f8b, sigradi2013_386d, 31ef, e11d, caadria2016_095z4, f11e, 57af, 7253, 27e8, caadria2017_047j15, d061, d3ae, aa7e, d9a7, ecaade2015_64n13, 2996, 73ce, acadia14_291i, c9c5, a7fb, 97b2, 9321, d102, 7fcb, de62, b250, b224, 1f6d, 3e2d, ecaade2015_87v17, ecaade2016_065w15, 9867, 747e, 84fb, d220, cbf9, a65a, 64de, 8135, b809, ecaade2014_010f1, a6af, 0cb8, 323a, 2320, b2f9, e0e4, 3553, aff6, 50b3, acadia14_317r, 7882, a3f4, 28a2, 827e, 8dff, ijac201412303z7, b9eb, 65fe, 8458, 9bab, e16b, fbda, e539, cdfc, 69d8, 8aa0, 06d9, d8f4, 3966, cfaa, 63b5, b087, 845a, 431f, 7492, ff8c, ijac201614207k12, 7901, acadia16_344l21, ce4d, 01ba, sigradi2013_263n, ecaade2016_162w44, b1ef, d959, 9c2f, ascaad2014_014i7, cc70, 362a, sigradi2013_244, 3aac, 85fc, 2627, sigradi2015_10.138d19, 16c9, 57a4, ijac201412204w2, b3ab, 4d57, ijac201614206u10, 3438, 80f9, ec92, 65b3, 3865, 2200, 11df, e30f, sigradi2016_446g, 4061, ed50, ee30, 595b, 69be, cc1d, e938, ecaade2014_224v56, c7d1, 15b8, ascaad2016_022a9, 61a8, 5349, ascaad2014_018c2, bc8d, 3ddc, 664e, 745d, sigradi2015_3.212k4, caadria2017_165z41, 208c, 40fd, acadia15_343l14, 9bf4, ascaad2016_047u19, 03b7, 54cc, sigradi2015_8.81u11, 9ff4, c3a0, fc4e, b348, 89a3, 50e3, 8302, ascaad2014_017i1, f2e8, ascaad2014_012b6, 62a4, dc14, 421d, 52a8, 8903, dc20, 9f87, f8e4, 873d, cfad, e6ab, 0999, 5578, 8186, 6479, f8f4, ecaade2015_280b61, 60bd, 060f, 2bca, sigradi2016_764h, ijac201412303y7, 667c, ebf9, 12c5, 8868, a325, acadia14_333ax, cbc2, 32d1, c057, 483c, d01e, ecaade2014_138d30, 273f, bab3, 7876, fcc1, aef7, 66a4, aac2, ijac201412401a4, 9699, dc15, 00ca, a6b1, 4f26, 3195, ecaade2016_011o2, f006, 45c7, ascaad2016_024i10, ijac201614205k10, 6978, acadia15_431l18, acadia14projects_199am, 0655, a951, 5bb7, ff26, 13f7, 722c, ef41, c5b9, 2e83, eb47, 2acd, acadia14_357ax, b96a, acadia14projects_555l, a6eb, 4551, 571e, ecaade2014_157w38, 3301, 4d07, 3ae3, sigradi2014_345t9, 0c3d, b477, fdad, 1f0b, sigradi2013_429n, 6f01, 787e, ecaade2016_006m1, 875e, 44ca, sigradi2014_144v2, 3f93, f082, 536b, 3f27, 0a68, 685d, de2b, 6f1f, f191, 2527, 98c4, e9ba, f979, 1515, 3542, 20e1, cf97, sigradi2016_694l, 098f, e287, ecaade2015_37e7, c956, e9c6, ecaade2015_318v69, 1fbe, f0c3, 9b65, adde, ecaade2016_072j20, 36d4, caadria2017_118w30, fcb4, caadria2015_070z8, ecaade2015_227z50, 1699, 231a, ascaad2014_016i9, c044, ebf0, 5829, 101f, 5839, ecaade2016_127y34, 61d4, 609e, fcdd, d4d8, ff8b, e725, 89e2, c3e7, 7a6d, ade4, 0440, a161, 9564, b285, ecaade2016_084h24, d53f, cc61, 6aea, 850a, a700, 8218, 54dc, 770b, 29d7, 7016, bdea, 93c2, 01de, f00f, be8f, f80d, c98c, 25e8, caadria2015_126u20, 03e9, 8aef, sigradi2013_359g, cf84, caadria2017_129s34, 9a08, a65e, 07ac, 7c78, 1eeb, 2042, 51d5, f6dd, df3a, e047, sigradi2014_032c2, 3dd1, f761, ecaade2015_227h50, 5844, 24e9, 8ec8, 9f0b, caadria2016_683l29, 9859, 7911, b8ba, eb34, 3ee6, 2242, 80e1, b6c3, 6bff, 0543, d042, 46f0, sigradi2016_814m, cc0b, 45d8, sigradi2016_756b, acadia14projects_709am, dc5c, 4302, 2de1, ascaad2016_038h14, 2509, ecaade2014_194f50, sigradi2015_10.138x18, ecaade2016_241i64, df1f, 727a, 2724, ecaade2016_134b38, 096c, 39f8, 64d2, a47b, eed1, 3650, 436f, 2ba4, 12a7, 29bf, a691, sigradi2016_637y, b778, acadia15_357t15, 9cdc, a82c, 8810, sigradi2015_3.268o5, 167c, ecaade2014_180o45, 52b0, 05aa, ijac201412408j2, 8606, 0231, 7bf5, ascaad2016_011g5, 432a, fd19, f180, 8ec5, 9f9a, f36e, 4d78, ecaade2013r_010v6, 57c9, b34e, ecaade2015_161g34, c49e, df79, acadia15_110a4, acadia14_63d, 2520, a070, ijac201614207i12, 01ec, af5b, ecaade2014_168z41, sigradi2016_530ee, 1433, ijac201614403r2, 37eb, 6ec6, ecaade2016_046t12, sigradi2014_015i1, f282, ascaad2014_017n9, 70e1, ecaade2016_067y16, 6143, d3e6, 86ce, 8b0d, 1e0e, 8f3a, cd60, d37f, ecaade2014_186o47, 54c9, f174, 00e1, 4cc3, e313, e8f1, 7d9c, ijac201614205i10, ea3f, a18f, ecaade2014_015n3, 6207, 5fbb, ecaade2014_153z36, e28e, ff3b, ecaade2014_072d18, 7e76, ea96, b601, 79cc, e279, eefc, c6de, 003c, caadria2015_156m24, e1e1, 4c63, d8a4, ecaade2014_067c16, c5f3, 0250, 72f5, ecaade2016_043c12, ecaade2014_036g9, acadia14_125ag, acf2, caadria2017_070h22, eec0, 4d68, caadria2017_129t34, 780c, fa99, e3e5, ecaade2015_180s38, d6aa, d79b, bb6e, b14d, 6906, caadria2017_030y10, acadia14projects_479g, 5bbe, 1e44, daa4, ecaade2014_239w61, sigradi2014_197b7, 6fe0, ef81, caadria2015_084x12, caadria2016_755i32, 1190, 6f90, 62ed, d89d, 43b0, ce07, 51fc, f19d, 8461, caadria2017_189d45, acadia14projects_153au, 7f53, 41cc, f7ef, 439d, 3182, 0784, ecaade2015_64r13, b0bf, e839, 2a7b, c511, 4914, d098, 2b92, da8c, ee01, bf3d, 1b4d, ecaade2015_73e14, c0dd, 9c99, bc25, 74f8, 6e91, cf29, 1092, 7fe2, caadria2017_003f2, 4ec8, 3cdb, bd12, e53e, 9ed3, 9f2c, 256f, ecaade2015_215i47, 07b8, 01a7, e51a, 577d, ecaade2016_183u49, 6c84, ijac201614405v3, 795d, cc50, 3d9c, 941a, 412d, caadria2017_056b19, 185c, c878, 3a92, ecaade2015_229o51, acadia14_479p, 9980, caadria2015_014r2, ecaade2015_122o24, acadia14_691aw, 24c1, 2af9, 870d, 44b5, ecaade2015_227z49, 1e82, 05cf, 5d83, 7471, ecaade2016_033g9, b5ce, ea3d, 0744, 504f, 86f4, ijac201614208h13, caadria2016_229t10, 0e66, 5ace, ecaade2015_268h59, d2ab, a449, 8d57, f249, 82c2, acadia15_497p22, a049, 1178, caadria2016_271y11, 1668, d743, ecaade2014_088j21, 94ed, ecaade2015_302j66, b0c7, 3fc0, cd91, caadria2017_185t44, 5ad9, ecaade2013r_013u7, 428a, b521, ac67, b461, 1f49, sigradi2016_558s, f215, 1617, 11e4, fe35, ijac201614202n8, ascaad2014_032r9, 4c7c, afb8, 94eb, bdba, acadia14_247h, dd01, d048, 1a2e, 091a, caadria2017_042s13, 8ae9, 8b65, ecaade2016_223m59, ecaade2016_243x64, acadia14_145l, 7b2a, acb6, caadria2015_188a28, ijac201412303j9, 0234, c94c, ijac201412403j7, sigradi2015_11.136l24, caadria2015_220f34, 0369, caadria2017_095g26, ea1d, caadria2015_081h12, ecaade2016_162k44, b2a3, 0a5e, 9a89, 204d, c432, acadia14_619y, faf6, 2190, 0b69, 94ef, 6427, caadria2015_126b21, e9d5, 18f7, 0220, 6e99, e03d, 534d, 60aa, 6678, caadria2015_150a24, acadia14_153ao, caadria2015_043h5, 3213, acadia14projects_609ao, a3b6, 362e, e520, 9a3c, 35e9, sigradi2016_814b, acbb, 3d51, 9c5c, 5e29, sigradi2016_483hh, bea1, 0e30, acadia14projects_479ay, 9dca, 6123, c350, 00f1, 1d0b, d29f, c508, ecaade2014_014h3, f838, af37, 0753, 9101, 105b, 99b6, 2bff, f9e7, d504, 82e2, 6d57, 01f6, d2c6, 7a60, b074, 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ecaade2015_217h48, b4fd, 947a, sigradi2016_686zz, c717, 9a8e, 85b8, ec24, 4f21, 2de4, 6cde, b780, acadia16_88y5, a20c, a531, dac0, sigradi2013_234d, sigradi2015_8.47e11, 4d5d, 255a, 304b, sigradi2016_815gg, 9614, ca18, 00b0, 4b49, 53cb, 50eb, b9a0, 0a67, 2a84, 6aa6, ecaade2016_091h25, caadria2015_208x30, caadria2015_206c30, b2be, ecaade2015_35r6, dcfb, 59f2, 0136, 5c28, f7c8, 7575, a537, c0e8, acadia14_549t, 2385, acadia14_565n, ce87, cd05, 6435, 4f8f, bae8, 24c2, 968a, 8d2f, 0c80, 8ac7, a917, 8b8c, fec8, 72fa, 27fd, ecaade2015_202i44, 9404, 034a, 70d2, 3db4, 1a22, 0961, sigradi2015_6.387t9, acadia16_196e13, 96ad, d5f6, 5fdd, ecaade2014_163i40, c216, c57b, caadria2016_095t4, 4ec1, b06d, caadria2017_134a36, 5f30, d0dc, sigradi2015_11.136v24, ijac201412204n3, 99d0, caadria2017_003b2, e7f1, 8f70, 423e, fc80, 0e5e, sigradi2014_041j3, b0b1, 71f7, ijac201614308j5, 5256, ecaade2015_248a57, c5f5, caadria2015_213y32, ae48, 843e, 206b, 02bb, 9c5f, dc17, 6776, 8dd2, 33ea, 6482, caadria2015_078j11, 987c, 50e4, bd23, d9bb, 5cfa, bebc, sigradi2016_483gg, 38f1, 4fa0, bc59, ijac201513205b8, ad42, acadia14projects_427an, 66f0, 4263, caadria2017_008x3, ecaade2015_53i9, 6abf, d7b4, caadria2017_051b17, dece, b665, aae7, 73be, 0549, 7ab1, acadia14_445ak, a29e, ijac201614402t1, ecaade2014_046n11, ce83, acadia14_463as, a5a8, 521b, ecaade2016_222y57, cc74, ecaade2015_170i35, 121a, cb85, c84d, ecaade2016_043d12, f205, ecaade2015_287m63, 07a3, 396c, acadia14_291al, d4fd, 8f96, 5553, c512, b7ba, 1f2d, ijac201614405x3, 96cf, caadria2016_301g13, 399d, 66dd, sigradi2014_169o4, 5eac, c194, acadia15_243f10, acadia15_161i6, acadia14_199am, 369b, 7691, acadia14projects_517m, 9f5f, b72b, ecaade2016_191g51, c77d, 8095, caadria2016_683e29, 1ea8, 7335, f927, 2c84, bd41, e96b, 7211, 23bf, 28e9, 07d7, b708, 1d52, e746, 52a2, 863a, 38e4, c223, d045, 67de, 8119, 323b, fdd1, 7b08, f229, d9ad, ecaade2014_127j28, 6620, ae6d, 82bd, 309e, 4f23, ijac201614208y13, 6d06, 4ef2, ijac201614303o2, 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5f67, 3a4b, 41b2, 3064, 6501, 6295, caadria2015_086g13, 2b4d, a907, caadria2017_009p4, acf1, 1cf3, 7cfb, d08b, b842, ascaad2016_005e3, ad8f, acadia14_23az, de79, caadria2016_197o9, 484d, ecaade2014_018p4, ecaade2014_053n13, 3aa4, 9fb2, 4aff, 16a8, d8aa, ecaade2016_102c28, 7a45, e47b, acadia14_63am, c18b, 36fc, 0d82, 558d, 73d8, d35d, ecaade2015_193k40, 8b18, 682a, ecaade2014_215e55, caadria2017_145j38, 77e0, ecaade2016_018l5, 412b, 2508, 3893, 31e9, 9605, caadria2015_210h32, caadria2017_067g21, 8907, sigradi2016_695m, d0a9, 2853, a683, eb79, 8358, befc, 97e3, 10c4, 7584, ascaad2016_010c5, 7625, eeb1, b7e8, 503c, acadia14projects_627e, de37, a50b, 10eb, acadia16_106l8, a149, 56aa, ba9a, 89cc, 8f8d, 963a, 8163, b9ad, ecaade2013r_018s9, 6c3a, 9a99, 9120, d3c8, 3f59, 781e, e9dd, 2895, caadria2016_601o25, 504c, 8a10, 8f77, 6ddb, ecaade2016_225s60, ecaade2014_237w60, 957e, 6bd8, 9c7e, 1b00, ascaad2014_037i2, caadria2017_048i16, 824d, 1055, ecaade2016_222z57, 4a97, 4310, ijac201513305j12, 5a04, 9fdf, 6603, cf32, 6494, caadria2017_096v26, 1eb5, 68cb, 59fd, eda2, 5a3b, 3900, 7c36, e975, 3a18, 9f30, 046d, ascaad2016_048k20, 1b94, 09be, 4630, d3f2, 96ea, 2ff7, b39e, 160a, d1a1, caadria2016_003e1, acadia14_691au, 0c53, 9fab, acadia14projects_445ae, 306f, d283, c408, efa9, 051f, caadria2015_130d22, 4307, ecaade2014_169l42, b6eb, ccce, 3a77, 49c9, 6338, f4e5, 0a2f, ecaade2015_139y29, d4ed, 6c29, ecaade2014_140s31, 78bf, c9df, caadria2015_012d2, 861d, 41b1, 2df2, a755, c6a2, acadia14projects_199ar, 718c, ecaade2015_301r65, 4644, 5ddc, sigradi2016_484oo, sigradi2014_345u9, 68e3, c6ce, c168, 8192, 13a9, acadia16_24v2, 442e, d702, 6299, 6c95, 3202, 0591, aa7b, sigradi2015_sp_2.112i29, 3d48, caadria2016_631b27, 9306, 6e7d, 5140, 25de, 9495, eb10, d358, 6f32, ijac201614405z3, 9578, 1855, caadria2017_043b14, ecaade2014_057s14, caeb, 54e5, daf0, ecaade2016_098d27, ecaade2016_215u54, 8860, 5298, 7518, 9915, 8d77, 783e, 336c, 6d7a, ecaade2015_129n25, b897, 18f4, 0619, 5572, 2147, 83ee, sigradi2016_450zz, 5f13, 1407, 056d, sigradi2013_194v, 7004, 4108, 4e6d, 830a, ascaad2016_008c4, 4db6, 71a6, 946d, 6c93, 565c, ca37, adfe, 1b43, 332f, 342b, 1cb7, 0b65, 85ae, ed39, 4b14, 2a23, 19a1, 9941, ab33, acadia15_274n11, b462, 8e00, b6c2, 0051, 59ca, 5516, 0be4, ecaade2015_248m56, 805d, 0c1e, ijac201614307v4, 6f7f, 2a7e, 2c1b, 6bd0, 9ed2, caadria2017_031k11, ee7a, 03ee, ecaade2016_025p7, sigradi2014_178h5, f6d5, 3d67, 0f2c, bc41, a4f9, 6614, a688, 63ba, caadria2017_015k5, c56d, a15e, c5fb, c948, ea18, 9a52, ac5c, bcaf, 5f47, caadria2017_070v22, a8e6, 0583, 13b1, 907e, a50a, ijac201614208m14, 27ce, f195, d550, db21, 3a16, e63f, f280, caadria2017_005c3, acadia14_539e, c726, 2707, 822a, ba9f, 622a, cc84, 80df, 7e7b, 3867, ijac201513201f6, 7f73, 5a6a, sigradi2015_8.289h15, 54f8, b5af, 3872, 8bc4, 6cf9, caadria2015_139r22, e2c4, 3776, 2ddb, 6a29, 4af9, 04e0, ffea, a00f, 8fe4, ecaade2016_106g29, acadia14_63w, sigradi2015_2.213w1, 13a2, bc1a, fc0d, eb25, ecaade2016_120k33, c9d7, 0a77, 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