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-HB-203
authors Gerhard Zimmermann
year 2006
title Multi-Agent Model to Multi-Process Transformation - A housing market case study
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) 2006, Innovations in Design & Decision Support Systems in Architecture and Urban Planning, Dordrecht: Springer, ISBN-10: 1-4020-5059-3, ISBN-13: 978-1-4020-5059-6, p. 203-219
summary Simulation is a means to help urban planners and investors to optimize inhabitant satisfaction and return on investment. An example is the optimal match between household preferences and property profiles. The problem is that not enough knowledge exists yet about dynamic user activity models to build reliable and realistic simulators. Therefore, we propose a modeling and software technique that produces simulator prototypes very efficiently for the development, test, and evaluation of many different user activity models, using executable models, code generation, and a domain specific software process. As a specific feature, the model is based on many agents acting independently from each other and that are mapped in several refinement steps into the same number of concurrent processes. The housing example is used as a case study to explain the process and show performance results.
keywords Agent technology, User activity modeling, User activity simulation, Software engineering, Code generation, Software process
series DDSS
full text file.pdf (189,138 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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b1ef, ecaade2016_083d24, cfc2, f5d3, bb84, 7bfb, c271, 4d12, 2469, 5f77, e275, ascaad2016_030e12, c7a6, 826b, 4be1, a130, acadia16_224o14, 13b2, b0ae, 71bf, 910f, 87f9, 1301, 12c0, be02, ab82, 8b63, ecaade2015_233a53, 3f31, 9308, ijac201513201y5, ijac201614405t3, 6bba, df43, 105d, 62f9, b81d, ecaade2015_248n56, a1f1, 2662, 102b, acadia14projects_53u, d7b5, 09d3, 9795, cdc2, sigradi2013_32, f269, 02fe, 3a2a, 9f98, sigradi2015_8.186l13, 0590, 0274, 8f4f, 5baa, 9a1e, ecaade2016_132m37, ijac201513103s2, d66c, 0772, 5872, 4f59, acadia15_47a1, ecaade2014_088h21, 8b54, fdbe, 2ab0, caadria2015_090r14, 8ddd, e596, 6ac2, 349b, acadia14_199al, b181, feaa, 04cb, 9e47, af70, 74d6, a4f6, 0e9b, 7960, 0329, c2d8, ijac201412205r3, 1966, cc54, fe2f, acadia16_88x5, 5f42, 83a6, a8f0, 8a42, acadia14projects_53s, b15d, 87ac, ijac201614408f5, acadia14_135n, 9f6c, e28a, 80ee, a014, 13df, caadria2016_693c30, e581, 53b3, 0e06, f566, 13b1, a78b, fd75, 3ef5, 4e42, 283e, 2f54, 3959, 2c48, ascaad2014_029f8, 67c7, 1178, be23, d5da, 95e8, sigradi2014_032m2, 5fb2, 9301, 779a, 6d2c, 2863, 30d3, ecaade2014_079x18, ecaade2014_024v7, 8ea1, caadria2017_096o26, ascaad2014_019b3, a096, 5de3, 617a, caadria2017_109b29, ecaade2015_301s65, 6d85, f274, caadria2016_003c1, sigradi2014_197a7, e436, 47dd, ecaade2014_195k50, f55f, 7764, a816, 7617, c8fb, 10f1, 80a3, aeb7, 5f1c, a6b4, 0647, 3d90, c1bd, 4ca6, dcf7, 5c57, acadia14projects_479s, 1e5d, e550, sigradi2016_364mm, ccfd, 374f, 7470, 8843, 8ace, 41f9, 3d95, 49a7, b1f2, 2648, 2a2d, 779f, 28ab, 0ecf, c4d3, 77f9, db97, 7c4a, 3d0c, caadria2015_087u13, a562, 6cf3, 7f8e, 6bcc, 123b, acadia14projects_153am, 0369, 4bcf, 3ee1, 076e, 5cce, 558d, 3b6a, 5650, 2609, 831b, 02b1, 7968, caadria2016_819m34, 35ad, f954, c31f, 86f0, a5ba, 7981, ecaade2016_102o27, 7533, 20a2, 580b, c55b, 94d7, 33c8, be84, caadria2016_395v16, acadia16_34a3, sigradi2015_10.140r19, 8143, 74d8, b31f, e0eb, ijac201412405j8, c612, 40cb, 7969, 7986, 7f0a, b97f, 8920, 91c6, ff60, 4a82, 066e, 69ef, d81c, 94d9, 158c, acadia14_33ag, ijac201412403m7, b1c3, 8b4b, e45c, fa32, 04e8, 47f9, acadia16_362v22, 82be, 354b, caadria2016_641u27, 5493, 0cb3, 23c5, 0517, 8074, 12c5, acadia14_517r, 5d1b, e9cd, d477, a343, ecaade2016_bkoh65, 69fa, 659d, ascaad2016_048c20, ijac201513304w11, a6c7, ea3c, 2843, fe72, 9bec, 136b, 2feb, 97eb, ad5c, 3477, f41b, 0f06, ecaade2016_203h53, 2aa6, 8fd6, fa04, 0023, e85f, 5299, 31f1, f12c, 2e06, 25ed, 6367, d205, bb61, 2028, 66f7, f069, acadia15_451o19, 8a63, 9222, caadria2016_641s27, 7900, 732c, 945b, 3786, ecaade2015_230m52, 71c2, sigradi2016_524bb, bbc6, acadia14_375n, 90e8, 4542, 6991, 14e1, sigradi2016_446c, sigradi2013_390, 3066, 5345, ascaad2014_008s4, 128a, a8f1, 78d0, aa08, acadia14_435af, aef9, 3506, be42, ecaade2015_55e10, 13b5, ca30, 0387, 7065, b036, 412e, 24b6, 339f, b388, 9e40, 582b, ijac201614102v1, 8b6a, f82f, b5ab, ecaade2016_183v49, b813, ce69, 0694, 7b52, ascaad2016_028f11, 12b6, caadria2017_079e24, acadia14projects_247r, 2719, 9c29, 66c4, ae6a, fb99, 705a, 8af8, 57c7, af05, 4bf8, sigradi2013_429n, ebba, caadria2017_086k25, 5b4c, sigradi2015_3.11h2, acadia16_478f28, 5ab0, sigradi2014_097m8, sigradi2013_387g, f98c, 5f63, c191, cbaf, 11e2, da2d, f653, 784b, ed53, afa8, sigradi2014_164i4, 19a0, ascaad2016_038r14, 725c, bcaf, a48a, 9648, b841, 8c91, 7458, bcac, a84d, 23a8, acadia14_247h, 7564, 0739, e8c7, 1e34, caadria2016_333w14, 4c25, sigradi2015_11.34e24, 2645, ee89, 327c, e3c1, 405e, 08ea, caadria2017_115n30, 14af, b664, 669b, acadia15_203h8, afde, 1f84, 301b, cb9d, 1f42, 1465, 22d2, ecaade2014_218k55, b687, 470d, sigradi2014_303f5, sigradi2013_152, 294f, acadia14projects_63ae, 8d33, 38b7, e7d5, 7f72, 9722, 1a47, 7507, 16b0, 7762, ijac201513103w2, 86c9, a469, dd5c, 9c24, 58d2, cea7, 7160, ijac201513101h1, 4916, af4b, ijac201614103r3, 10da, 76e2, caadria2016_055r3, c121, d1f3, cf7c, 4344, d3e5, 1214, 94b5, 112d, 7819, ecaade2015_207f46, 4546, 40f1, caadria2016_569g24, 3b29, ed69, c0ed, 166d, 121c, 1070, 7c17, a61f, 1f32, ijac201513203v6, e9ce, feb8, caadria2016_745a32, 72c4, 4ffb, 676d, 0ea7, ecaade2014_239n61, 4da8, fb57, d6f9, e137, caadria2016_507j21, 1183, sigradi2015_sp_8.326u30, d7c4, ef41, ecaade2015_61z11, 16f5, 3f59, 6e3f, 2668, 334e, 09f0, 25d2, caadria2017_027u9, 2d19, 76ca, 377d, ascaad2016_010a5, c09e, 43fa, 6faf, 6b48, sigradi2015_8.289c15, 81d4, d08b, 53e8, 6c8b, 3293, 88d2, 570a, f45d, c53a, 344c, caadria2016_631d27, c042, a2be, 9a0e, 60bf, 7d14, 54f2, 64cd, 4bb8, sigradi2013_304b, 7cb3, 3a21, a0ef, 3810, 6d6f, 31e1, 0aa3, ecaade2015_109u20, ecaade2015_164v34, f9bb, c844, 3064, 1e95, 3629, 9966, ecaade2015_158c33, cd43, 54eb, 7cad, caadria2017_115g30, ecaade2016_026u7, 5af6, baca, 830d, acadia14projects_435c, 9f5c, 1aa7, e61a, 9c8e, acadia14projects_435ai, acadia14_111i, 8b06, f688, ecaade2016_032v8, aa58, e19f, e46b, 36e4, b8f3, 60e0, 0aed, 24a8, 15b0, 5780, b24e, 29e3, ecaade2015_21m3, afa6, 305b, e957, c31b, c9e7, b4d7, 9b21, 19a8, f2dc, 2272, sigradi2013_226, ijac201614207p12, sigradi2014_095j8, 1e3e, 33fb, a196, ae30, 0062, 564c, 1eea, dfd1, b45e, ecaade2016_068p17, 6b5d, d3d3, a2a9, ecaade2014_133t29, 9942, sigradi2016_814xx, 6913, caadria2016_693d30, 8fca, acadia16_342b20, 86f5, caadria2017_005r3, 2a4a, 7c10, fb86, c209, 6794, 9bbd, ccd4, e913, ecaade2014_038r9, 54bf, b5d0, 607b, 1431, a819, ecaade2014_168l41, fd15, 5d0e, ecaade2016_221v56, ecaade2015_158c34, ec52, 0d27, bb26, 5098, 3265, c8a9, 3d67, 28ba, 2dc3, 1bb9, sigradi2014_075w6, cc2a, 9073, caadria2016_881y37, 1ca6, 77f4, caeb, 66a4, c395, ebbd, ecaade2016_068c18, 033a, 2d9a, 5b63, eeb6, ijac201614402j1, ijac201412303m8, 3081, 2740, a8b7, 6179, ascaad2014_020z3, b4a0, e1e7, a8d6, ecaade2015_307l67, b9f9, 0608, sigradi2015_10.309u21, 13f4, 1a5a, da4a, 139d, cf82, 1530, 81fa, bae0, dbc1, dba3, 6856, de93, 9b1a, e53c, 48e8, 0d0b, 4ff3, d66e, f412, ecaade2014_152g36, b9ab, 5571, 507d, ecb7, f4b4, 3ef0, a2e6, 6c28, 80c2, sigradi2016_625vv, b4f7, 5764, ad29, fd4e, ecaade2016_067y16, c559, 169e, 1011, 4e80, cb7b, e7f3, 2dcc, 1fd5, sigradi2016_814e, 62a9, 975d, acadia14_333av, sigradi2014_032n2, f6f8, 54f8, d09e, 2d6e, e62c, e7f5, 1bc3, ecaade2015_138w26, c77b, ascaad2016_018p7, 598e, ascaad2016_012t5, dfc0, 9295, 5f3a, e9c6, 3a6e, 8d4e, ecaade2014_109s24, 08d8, 6cdb, 9c44, 3e9e, 3653, 33e0, 42f6, 1baf, caadria2015_086j13, 0f37, 1d67, 7199, 0986, 221e, 652a, 9043, ecaade2014_168h42, e117, 53f0, 1c78, 58a7, 66e9, fd70, c636, 5706, ijac201513205s8, d082, 40ef, ecaade2014_042m10, ecaade2014_086w20, ca61, 9e21, 381d, 7cdd, 3e49, 8a3c, 9566, ecaade2016_062g15, 5332, 06d8, ecaade2014_194u49, c3f2, 2b2f, 5077, c9d7, 524f, da3f, 422b, ef3d, ecaade2015_237l54, d363, de4d, cc26, 37a5, 6cc1, ecaade2015_64w12, ascaad2014_010m5, 5c58, 11b7, 2b5d, sigradi2014_151o3, d47b, ecaade2016_217o56, ecaade2015_53w8, f89e, 3757, 8175, 7df8, 76b3, 2eeb, c7c8, ijac201412304a1, fccc, 380f, ecaade2016_055j14, sigradi2013_397h, ecaade2014_140i31, 5871, 0ff8, 5c08, sigradi2014_068y5, 48d8, acadia14projects_671r, 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sigradi2013_54m, d218, 4bc3, f3dd, 70f5, 1015, 569c, ecaade2016_162f44, d0f5, 8e14, 78ed, 01fc, a726, 0c28, sigradi2015_11.8i23, f70d, e401, ecaade2016_123k34, b7b0, 83a7, 9190, 5a3e, 5dbf, ascaad2014_029p8, ba4a, ijac201614202j8, efbb, 4839, 2dc4, a71b, 05f1, 4ba2, ijac201614309m6, 17be, 596e, f073, 4cd4, 55ec, d3cd, ad70, 77a8, 3dc0, ca68, acadia14_189ap, 013e, 1d86, dec0, 4772, 6f80, 40b1, a11b, 2565, 897c, c625, caadria2016_435o18, 178c, d536, caadria2016_321j14, 6225, b10a, caadria2017_123o32, f4a0, 8b69, 0388, 0975, dcfa, ecaade2014_180a45, 0128, 5b23, fe71, sigradi2016_817g, 971f, 8e15, ecaade2015_229g51, 65ae, 79be, caadria2016_023o2, 943e, 01e4, d310, 10e0, a55d, 621c, d5cf, 7ac3, ijac201614307g4, 8bec, 3ef4, 4949, sigradi2015_sp_3.85s29, acadia15_483y20, 00f4, 623e, dbd2, ijac201412204p3, 4391, 747d, 3604, 0cbd, d93a, 58b7, 99d1, ecaade2014_224b58, ccbe, b425, 162b, 62cc, 62fd, 1c9f, 39e0, 4fab, acf9, 723d, 9150, c7b2, 495d, ecaade2015_87s17, 0cfe, e527, 9991, dffd, b5a3, ecaade2014_195w50, 4037, c875, db6a, b26b, da90, 7705, 3ee0, 4b78, 4d68, 477a, 6459, 3751, 155e, 93de, 7c71, 9979, ascaad2014_014j7, ecaade2015_285u62, caadria2016_851n36, 35d9, 5b29, fac3, 0d4d, ad85, 4136, sigradi2016_484k, caadria2016_333o14, caadria2016_435s18, ecaade2016_120f33, 4a38, ecaade2015_317d69, 60cf, f0ce, 1045, 7c06, 7827, sigradi2015_9.270f17, 7dfd, de5c, 11a4, caadria2016_259t11, e107, 50d2, 36d3, ecaade2014_088f21, 56a2, acadia16_470n27, 8705, 5c10, 581a, bf4a, 4897, abc2, 0906, acadia14_579aw, 996f, ascaad2016_042r16, 0559, 056d, 4dad, eb0a, b38a, e94f, 86dc, 6b31, 5e01, 2c7c, a80e, ffb6, 5e86, 89fd, 57f5, 6397, b9d4, 1243, fc52, 7456, a06e, 64d0, 0a28, 936e, d336, 7953, 48a9, 9604, dc30, 60f3, f465, f69b, ascaad2014_024j5, ecaade2014_011j2, sigradi2016_647mm, e72c, b921, 16ae, 4f5a, acadia14projects_661h, 81e3, 1c05, sigradi2016_627f, 6ea9, acadia14projects_33ah, 3262, 553c, 1286, caadria2016_045j3, 36aa, 9d24, bd2c, 04ac, d302, 096f, 92df, da6c, 00db, 3d5c, 5821, 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39d2, 3797, f0a6, a41c, 1ecb, d306, 3c30, 5bac, f769, 0bcf, a69b, 36db, 555c, a1e4, 992e, acb3, 2049, ijac201412302p7, bdce, 8089, 44df, ecaade2014_024y6, 1825, sigradi2014_185z5, ijac201513201j5, sigradi2016_385tt, d296, 2a31, eb89, 31b3, ijac201412408l2, 230e, c245, b21a, caadria2015_203p29, acadia16_344e21, f9ee, 09a4, ecaade2014_153r36, 9dfc, eec1, 97ae, 3f07, 6ae5, 17bf, 0ec6, ecaade2016_111o30, 58f3, eccd, 1a26, 63a0, 3288, bc4b, fc6e, acadia15_311g12, caadria2015_208d31, ecaade2015_253r57, 98df, b3b8, 951c, f6a4, caadria2017_029r10, d494, 5fe7, a50e, 01eb, 0c11, sigradi2016_449kk, 17ac, c664, 8a39, 87ec, 0d6c, f4aa, 5d9b, sigradi2014_144y2, c7fd, 6e54, a553, 53df, e12f, 5703, ff09, e6a0, 5a45, 0e7d, a3bb, ecaade2015_59x10, 2ffd, 0334, 58c1, sigradi2014_239h9, 930f, 3193, 0a13, 52b4, 8bf3, f7f4, 27ba, f6c5, bc0d, ecaade2015_130i26, 388a, 3141, 26b4, 1f55, 2916, 7466, 7cd7, f93c, 320d, acadia16_206j13, bea1, 8827, ba1d, e678, ead1, 683f, acadia14_135i, b9cd, 4e12, 718f, sigradi2015_12.19c27, 858b, 62c7, 4643, ecaade2016_199a53, b533, 25c2, bd30, 1188, sigradi2015_8.328k15, 48c1, d709, 01c6, ijac201614101k1, 8567, b545, 7567, 22cc, 6d3d, 2d37, 43fc, 4ae1, 3cfe, 278e, 7fa7, f799, acadia14_177ag, 7bb4, a772, 1b86, caadria2017_070j22, d3fd, 65d3, c0c2, fe9f, 6b87, caadria2017_051r16, 4138, sigradi2016_400m, 5a27, abbe, badc, 2eb3, sigradi2016_674kk, caadria2015_130i21, 1d95, sigradi2015_11.165p25, e812, ijac201614302h1, c51c, ca05, 2fbf, 1ef4, fd36, 5090, ecaade2014_143v32, ca8f, bef5, 5084, a31b, c7f9, a4b8, caadria2016_013w1, 2874, 9111, 18b7, ecaade2014_155v37, 2cda, ecaade2016_224f60, 5f78, ecaade2016_223c59, 9c88, acadia14_125ag, 2990, acadia14projects_565ab, acadia15_173z6, 0769, d060, ijac201614309b6, 8ee6, 1b09, 79e0, a447, 1681, 86dd, 7708, 9408, ea72, ecaade2016_224a60, ecaade2016_128l35, ascaad2016_026t10, b2db, 11ac, 3396, acadia15_123u4, caadria2015_139b23, a566, e094, f2ea, ecaade2016_068x17, c006, acadia15_323u12, eca6, 4adb, ijac201412301m5, e05d, 6b28, 303e, 648f, 90a0, 9089, e42e, 0d30, 4a53, 94b3, ce7d, ded1, 2186, af6a, 66b1, 6854, 0316, cc43, acadia14_219a, 2181, fe11, ecaade2015_286b63, fe87, 2b5e, 8d4f, 73fb, b093, f189, 434c, 2900, e76f, 31af, b87a, ca88, ecaade2016_040a11, 5f34, 0743, sigradi2013_183a, b47d, cf98, d10a, 44f2, 8614, 7cc5, 21ab, 4658, ecaade2016_208n53, 3c42, ed18, 45dd, 36ba, sigradi2014_276s2, ascaad2016_023o9, f16c, ec48, 4df0, 8d46, 18ef, 9e9d, c065, 3ad0, f513, 77b6, 9780, 22fc, 05a3, ecaade2015_285e62, ecaade2015_17k2, sigradi2014_151l3, 8424, d580, ecaade2013r_019j10, 8fc0, 7703, 12c6, 5304, ijac201513206e9, 67c1, e6a1, 7a50, 3ebc, f3ea, f199, 0ffb, c09b, ascaad2014_014j8, 088b, 3f86, acadia14projects_691ay, acadia15_185h7, e9e6, 5f72, c7d5, sigradi2015_5.384o7, caadria2017_016w6, dbce, 3314, 8b43, 58f1, ee31, 2b99, acadia14_399an, 7d70, c732, ffc0, b4b1, 0eea, cae1, 1794, 7d93, f07d, 6418, 6f43, 94ba, 418e, 2f96, sigradi2016_364ll, e632, b6ae, ffe3, 21f7, 66f0, 4616, e7b2, sigradi2015_12.297l28, 6d16, 62d8, d98e, 15cb, ecaade2015_248z56, 4df9, 116e, dd55, 6d5b, d5f9, sigradi2014_339b8, 064d, e702, 1b6c, 515f, d5e0, ascaad2016_017a7, ad83, 2786, sigradi2013_303h, caadria2015_208l31, c467, ijac201412406p9, 8e7f, ecaade2014_100i23, 3d77, 8b79, 4334, ae71, d092, 1e00, 8a08, dc89, 2573, bdf5, 1908, ecaade2015_53z9, e504, 2a33, aaa1, efc5, 0864, ecaade2015_61i12, 6e52, ecaade2014_162v39, 251c, ecaade2014_149a35, fd34, c558, a23f, c2f5, 5145, acadia14projects_281t, 04ce, f777, b40c, 041f, 0554, bb3d, f2b4, 4001, 6737, 9eb1, 3add, 18c8, ecaade2014_030n8, sigradi2013_234f, 819a, 1e30, 99d2, ecaade2015_319h70, f66d, 7df5, sigradi2013_41a, caadria2017_005a3, 2309, a865, acadia14_125z, 1964, ecaade2016_161y43, dfc2, 144c, ecaade2014_020m5, 72b3, e30a, b09d, a6cd, 3996, cfad, 7a53, 61d0, 098b, caadria2015_114e18, 0b41, 30f1, 5122, 282c, ecaade2014_012o2, 3c81, 2c5d, bfd7, f25d, 50ff, ascaad2014_007g4, db2c, ecaade2015_173l37, f848, sigradi2016_770m, 2707, 4841, 3a7b, 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caadria2016_477v19, 205c, 9b31, 4b26, ecaade2016_144h40, ca5c, acadia14projects_479w, 0f6c, 10d1, c5c0, 5db7, ee78, acadia16_130v9, dd67, 3389, f3f5, acadia16_12a2, cc38, acadia14projects_487e, 6049, acadia15_223b9, 1ee3, 13c7, 9593, dea9, 0621, dd9e, 9b10, ba84, 32f9, ascaad2014_026d7, 2c04, 32a3, 83b9, 5824, 9247, 3d88, acadia16_34c3, f0e7, ascaad2014_019o2, cca6, 01d6, 35f3, 10ad, caadria2016_239f11, 8703, 3db1, cfac, 17f5, caadria2016_631l27, f17e, 0ef4, e826, caadria2017_043g14, 315b, ecaade2014_168e41, 6af0, caadria2017_033r11, b085, acadia14projects_601ag, 9ae4, 8578, ijac201513205x7, ijac201412305m2, d211, 85ea, 60a5, 0f8a, 9e48, 14ce, d56a, ecaade2014_168a42, 7871, 3c02, 5457, a9e0, ecaade2016_217w55, ecaade2015_225m49, c855, acadia14_101as, caadria2015_065a8, 39f9, 4795, 7146, 7d46, 14b0, ecaade2014_230o59, d35c, sigradi2013_390u, ecaade2016_074t21, b551, 1253, sigradi2016_696x, a27c, 4200, bb64, acadia14projects_517o, 53be, 4374, ascaad2016_013b6, b773, 3be9, 201d, fdc9, 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e307, de07, ijac201412407a1, 15dd, caadria2016_755l32, 42e9, a0df, 29c2, acadia14projects_375aw, d7b9, 0d5b, bc24, 4bef, ecaade2015_127c25, fca2, ecaade2015_118b24, 0f4d, ecaade2014_224s57, afdb, c461, 1724, acadia15_483x20, 520b, 11fa, e1fe, ecaade2013r_004x3, caadria2016_871r37, sigradi2014_345x9, f509, 43b6, e611, ijac201614102c2, 9910, ab83, 1024, 9e98, 33c0, f702, 361f, 8487, a5ef, 3c86, 09ef, 8f03, 382f, 7d92, 283d, 42bc, 4f13, 89e4, 7fc8, 161f, bc71, sigradi2014_186d6, 9e51, 5870, e1d7, 1d93, 7744, 0fdd, 1643, 74e0, 592b, f593, 2e84, d99b, eb49, 5a14, f1ee, 46d2, 80dc, ba2d, b003, acadia14projects_589k, caadria2015_031s4, baa3, 9d50, sigradi2013_397e, 44eb, 58d0, b12b, d1d7, fca3, a24f, 20fc, 4892, b24b, e033, caadria2016_517x21, e5e1, c91f, bfc4, sigradi2013_28j, 38d7, ascaad2014_030x8, 3a0e, 7a78, 8114, 4b5f, bd97, af56, e448, 2c5c, f590, 5b09, 6f6c, cc8c, 91d1, 8923, 9206, sigradi2014_074n6, ecaade2015_143n30, 9d41, e6ff, acadia15_223k9, b02e, 7e48, d5ac, ijac201412401y3, 9562, e20a, 8b59, b441, a76d, 0b69, 54a4, b8c6, 7f1a, ecaade2014_140p31, 8b7f, 0e0d, 9f69, sigradi2014_128f1, 90e6, 3bec, acadia15_161k6, 0cee, ecaade2014_177z44, 5f4e, 8db1, b481, d44e, acadia16_62l4, 452c, acd9, 646c, 51a0, 2d88, ecaade2015_11i1, caadria2016_703o30, e39c, f62a, 3a3f, 7403, d8aa, a26d, acadia14projects_661i, e089, 7298, 1ccc, 48c6, ijac201614405s3, 1f53, 5278, 7d8c, 87b2, 170e, 0a8f, cbda, ca35, ecaade2015_298m65, f448, acadia16_460a27, sigradi2014_036s2, 2640, 23be, ascaad2016_010e5, 3abf, 576a, 9568, 1e77, 2a7c, 37df, aed3, 2c4d, ecaade2014_053o13, 63ab, sigradi2016_816ww, ecaade2016_023l6, a3fa, 0b8f, 26ba, 76dd, f59a, 2f06, d95c, c99e, 9896, d70f, eb2c, e6c6, 7dc1, f18a, b073, acadia14_33an, 20d0, 0624, da27, ef0f, a4d0, 6eb2, e500, 7967, sigradi2015_sp_2.112g29, sigradi2013_414v, 56ff, caadria2015_060x6, 219d, sigradi2015_6.387t9, 94bf, 07c4, fffa, 21a7, 7816, be45, 5e0a, 4fdc, bd53, 69ed, bcfc, ecaade2016_234a63, 1136, 3aab, f610, ab37, d46a, 58fa, 8d30, 606b, 2eb8, 9893, 5469, 8610, ascaad2014_007w3, 1afa, 3bba, 09c5, 0288, acadia15_357n15, sigradi2013_54n, a8d7, acadia15_451k19, dd9a, acadia14projects_347as, d0db, caadria2016_197s9, 8c82, 42f8, 6df8, e210, 6a2d, 33d1, sigradi2013_41f, b113, sigradi2016_564hh, 0d0a, 032b, 727b, aca2, 3d8a, 81f8, caadria2016_311d14, 38a3, b35b, fdff, 43d3, ecaade2016_170p48, acadia16_270c17, b653, ecaade2015_115y22, 7286, 2b72, 9826, ebd9, 67ab, caadria2017_101i27, ebbb, caadria2015_060u6, 35ef, 3bd4, bcbe, 6f49, 7ef2, 2a9c, 446e, caadria2016_135e6, 845c, 073c, d9c1, f698, ecaade2015_144d31, acadia16_270f17, fd66, ecaade2014_053n13, 09b3, sigradi2014_252u9, 2eaf, 1107, eea2, 19b7, b5a6, 837a, ijac201614403e2, a2e8, f8e0, sigradi2013_400v, 7ff0, ecaade2014_240r62, 5595, af2d, ijac201412302c7, 46f7, 5517, f740, fb2b, 4d7c, 7b80, 2338, 0eb0, ijac201513303u11, caadria2015_033b5, 3476, b431, sigradi2015_10.378a23, 2df1, cb83, 39c3, sigradi2015_10.7g18, bd22, ecaade2014_121t27, a92d, 1144, df93, c88f, 79d1, a108, 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33c4, 846e, 6202, ecaade2014_206z53, 1e63, 5120, 2929, 87b4, 86c2, fc24, ad92, c891, 5d51, f714, acadia14_647av, 0a05, 52c7, b002, caadria2015_122r19, 990e, a796, 8ae5, cd03, sigradi2014_144x2, ecaade2015_297s64, 647c, 7ebe, a509, ecaade2014_086o20, 3970, ef52, 8b7b, 432d, ecaade2015_130g26, c7b7, b189, 6a81, 2a16, 7739, dc0e, a848, caadria2017_118k31, acadia15_185f7, 6c52, 494d, 1a3d, 18a9, ecaade2014_180b45, 1bf3, ba89, ijac201614102b2, 46da, c9b0, 79f4, 090a, 9a07, e3c4, 9ac7, 84a4, c4bd, 2b6e, e97f, a678, ecaade2015_235u53, 2acd, c8a4, 92f4, 8776, b059, da87, 06de, 51cc, sigradi2016_814j, a021, acadia14_43at, bc90, aaf4, 3d9b, 9f1a, 2d60, d370, 3aa8, 10c9, 6a7e, ijac201513306a13, a466, 2df9, 28a8, 3b40, ijac201412302l7, caadria2017_094r25, ddb8, d9e6, afa7, caadria2015_087h14, 6a22, 6cc7, 87c3, 053c, 70ec, ecaade2016_016g4, 34b1, cd17, 6b07, 5b91, 0982, 1ee0, ijac201614103p3, d8e9, 70fa, a923, d66b, c2b7, ecaade2014_044b11, b131, 0f05, acadia16_372h23, 726d, 1994, 8195, 1d4f, 26d4, 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caadria2017_072y22, 97c6, 2994, sigradi2016_737q, acadia16_326u19, cd0e, ecaade2015_53o9, aeb2, fe2b, 1c5b, 9709, 9934, acadia14_301j, 11f0, bdbb, 8ea6, f756, ec3d, f3d4, 6e69, 5558, 87bb, df18, 9913, d4c3, ijac201412406k9, ecaade2015_309x67, acadia14_357as, 63c9, 3ad7, 9a3a, 967f, ecaade2014_201i52, c5d2, acadia16_62e4, 8017, b0d6, 322b, sigradi2016_815gg, 6098, 390b, b559, 3aee, ecaade2015_161j34, ef16, ecaade2014_111r25, 11f2, 9872, 353c, e179, af19, 2d78, caadria2015_119c19, 8a57, sigradi2013_405v, 687a, fb76, 239c, 1c9b, f441, 4648, b162, f20a, a237, e5fc, acadia14projects_23ab, 59c6, 468d, e318, 1e84, ecaade2014_095s22, 3fe4, be48, 1ad3, 8eb3, cc66, 5d78, de13, 08f9, 8b38, 2097, 2fe7, 336e, a350, acadia14projects_357au, cd4e, 4809, cdef, 27e4, c0f9, c519, fcba, 590d, 1814, ecaade2014_233d60, ascaad2016_022j9, 8d3c, 5130, sigradi2015_sp_8.6c30, 85e6, 00eb, 3174, 8864, 9781, d786, 34f0, f9e2, 07e0, 95d0, 5144, ijac201513203c7, 4c8d, 260f, 1726, 98e0, a4bc, a683, 60d8, e5b5, 5f2b, 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sigradi2015_10.7j18, b86b, 2217, fb6c, 9031, 17c7, bc16, c74c, acadia14_453i, 3dfb, 9a2d, 2c16, sigradi2015_8.186l12, 97e3, 7fd9, fbd5, 0338, ecaade2016_106g29, 0c55, 917f, dc96, 43ad, acadia14projects_153av, 441e, 1b2a, caadria2017_018v7, 4f77, 492a, sigradi2013_387u, f7a7, 30e2, c21e, ecaade2014_173b43, ccdb, 33b1, 0e33, f884, 2201, e32f, ecaade2014_086a21, 5a4b, 3ba9, 967b, ea2b, 8232, 54c5, ed6b, ce25, ecaade2015_138v28, a6eb, ijac201614305w2, ecaade2015_307n67, ecaade2016_132u37, ascaad2016_030h12, eb25, 70e1, 6f30, 8adc, 02cf, ijac201412402o4, 06b7, caadria2017_015l5, 7a90, 868c, caadria2017_018s7, 78f4, caadria2017_005o3, 6580, caadria2016_713w30, 6769, f6d7, 2bce, 40c7, 043d, sigradi2016_443vv, 8a93, 4cf9, f4c1, d88e, caadria2015_226y34, 362c, 507b, 025c, 6d46, 1735, ecaade2015_269l59, ascaad2016_029z11, 0948, a68b, acadia16_244z15, fbc6, fc57, 62f4, 13bd, 5acb, bbc1, 3dae, caadria2017_085c25, 50eb, 9ae1, bbb4, b264, 5318, cda7, 1877, acadia14_479ax, 0684, 6eb8, 6f87, 3a2d, 1e41, caadria2017_104y27, b80f, 3d01, ijac201412305y1, 44d5, 993d, 3a1a, 1307, 9aa0, 365c, 5e0d, ceb1, e659, c3b9, a0cf, 8b4f, 4078, ecaade2015_38r7, 7f5f, 773d, d249, 42c2, caadria2017_163k40, cfc7, 80a5, ecaade2016_106m29, 5500, 5d33, e640, 1fed, 4d58, c115, 06be, 0e02, 56d4, 12b8, b848, 06c9, fd82, 985d, ijac201614208z13, 9c7f, 0c6d, 3226, 07f2, 09c8, db42, 5b40, 52ab, caadria2015_220b34, 05b8, 5328, 11cf, ab87, acadia14_247l, 47ec, 8b0a, 297c, 42bd, sigradi2016_807jj, 1a94, sigradi2013_359m, acadia14_219ax, a5de, b8da, 219b, caadria2016_405a17, 10e5, dfc6, 35bc, sigradi2016_816qq, caadria2016_457k19, 4a4f, ac80, 8226, c2e8, 9a81, 0d73, 6577, e921, a6f2, 45de, 8ebc, 5cc8, be33, 4e4b, ecaade2014_198n51, 871b, caadria2016_135b6, e472, 5f6c, 0dbf, 6a80, 32a8, 1b55, acadia14projects_565ag, 7d51, 6880, a996, 665d, sigradi2016_490oo, 70a6, 82b9, 4018, sigradi2016_490dd, 619a, 5b0c, 6cc9, 957a, caadria2015_208n31, ijac201513206g9, eab1, ecaade2016_169m48, 38a6, a77c, 74ef, 2806, caadria2015_164a25, 4158, 679f, 6a1e, ecaade2016_199d53, 68f0, e937, 7be1, 103b, ed17, 6151, 3809, c0e0, ascaad2016_058f23, 6c05, 2601, 1dc7, 5d19, e646, 95cc, c5b4, b59d, ecaade2014_010d1, 5846, d530, b54e, 4981, 29a1, 85c8, 8ac0, bf80, a116, 2944, e430, c32f, 9b4c, 85b0, 1310, 151f, 4cf4, ecaade2016_221s56, caadria2017_074o23, a9cb, 73c4, 7c4d, 013d, 4ec8, 73fe, ecaade2016_023j6, acadia16_344i21, 74b0, 2009, 892d, 2b0e, ceb2, a523, 97bb, acb1, 5aa6, 73ec, acbe, 0320, 06c0, 1b99, 7fd3, 4c2f, 6276, 684f, 6220, 124c, 2072, sigradi2016_637dd, 5ebf, bede, 2a94, e222, 3968, sigradi2016_550m, 3c85, 6df0, b36f, 73b4, 1d0a, d6d7, 11a6, acadia15_185r7, 4eed, ed02, ecaade2014_186b48, 6964, ecaade2015_205f45, ffc2, 5301, 8b7d, 6aec, acadia14projects_291c, 9579, 9779, 04ad, 700c, 30bf, 5bdb, 693e, 2dd9, 11bb, 7f76, 6d60, sigradi2015_sp_8.284m30, 7f5a, 9708, b6b4, f414, b293, 6cf9, e012, sigradi2013_194k, 7765, caadria2017_095g26, sigradi2013_289l, e1b5, ijac201412303n8, 5bfc, af0d, ca69, 87cd, 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ecaade2016_123h34, cc5c, 5d36, 5de8, fe2d, 3c51, 3b3f, e3d1, fd80, 5d6e, f607, aede, 3678, 9b2f, 0479, ec4c, 5bfb, 7f1c, ea0c, ascaad2014_024c6, 5215, 824d, 86cd, 09bd, 6c36, d429, 7630, f8b9, c968, cdb4, 9577, 0348, f8f4, 0f6a, ijac201412205e4, 5219, 6059, ef8d, 94a1, 6bd7, e928, a5c4, 0460, 6454, 1227, 9c09, 15a9, 2076, 700f, 2a3e, e62a, ecaade2014_145h33, 2f98, 6940, 5e26, 9b18, acadia14_145o, 8b17, fedc, 6305, ascaad2014_001f1, 4050, ac01, 3a8c, 4e26, 9d2c, e944, ijac201614401b1, acadia15_274j11, e216, 3ff0, 12b9, 9132, 7b23, 0040, e8de, acadia14projects_153ak, f53f, 102f, 9d37, 542a, ecaade2014_050c12, d8cc, c839, caadria2017_163l40, 22c3, 4385, efb3, 4035, 78cf, ascaad2016_038v14, 69c9, sigradi2015_sp_12.402z31, fcd4, acadia15_149t5, sigradi2014_305k5, 940d, 1a78, 53b1, ijac201614403d2, e9a5, acadia14projects_463a, b531, 6d32, ecaade2015_202p44, 8a06, 0f9c, 01ed, 8467, 419f, 9f68, be8c, sigradi2013_100f, a5f1, 2dd1, 69bd, 24df, 9dc0, 692b, ecaade2016_063l15, 2313, dfb6, ef9f, 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sigradi2015_10.307x20, cbcf, 342f, 30e9, 5ce0, f57e, ac83, ec65, b674, b769, 9739, d4b9, 4b29, 4f91, cbfb, 75d0, 431d, ecaade2016_006n1, ecaade2016_015b4, 976e, ecaade2016_185y49, a79a, f919, 4868, 7f4a, ijac201614105n5, 1299, sigradi2015_11.222n26, 41d6, 94f3, bde3, f5c9, acadia14projects_681ap, ijac201614202a8, 2233, e7df, 1847, 21e7, 81ff, ecaade2015_325c71, 3893, 5512, b2ef, af63, d5c5, 6fbc, 6196, d5db, 9a49, 012f, 8dd4, a8c6, 9977, 9ad2, ecaade2014_120i27, 3e52, f470, ijac201614405d3, caadria2016_549n23, 3c41, de69, 97e4, ijac201412303l8, eb38, ecaade2016_071b20, 1874, 6b21, ijac201513303b11, 693a, f948, 4daf, a33a, acadia14_347al, 9582, b45f, ecaade2016_185z49, e662, 4d41, d887, 3fbb, acadia14_145r, ecaade2015_84x16, 7101, 0aad, ijac201412304u1, 825c, f107, c2fa, 9887, caadria2017_004h2, f16b, c686, 3cae, caadria2017_096u26, 5337, caadria2015_178x26, d794, dcfe, 5b1f, 51d3, 0925, 525b, f8e8, ijac201614105s5, 79f9, 6446, 923c, ecaade2014_151c36, 689e, e81c, ad3c, 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ascaad2014_008x4, 8a65, 3e2c, f655, 4913, 8e6b, 7cf4, 17c6, ed00, caadria2016_839l35, a253, 5972, 513f, fe12, 5933, 954b, ecaade2015_64r13, 348b, 28fc, 3ffd, ecaade2014_218a56, 9c30, ed4e, 6919, fb50, sigradi2014_345b9, 11aa, 26a1, 3f6b, 19b6, dc31, babf, dbf3, 616a, fd6b, 08df, ecaade2015_303x66, 4c57, ecaade2014_143t32, 1ef2, 86de, 1060, 03e3, 9bb6, 89dc, 27b6, 63c1, ecaade2014_088c21, 3353, 4112, 56d7, 7e0e, caadria2016_157s6, b40f, b725, 62a1, ascaad2016_044t17, 9f39, 3d86, 8912, ee1a, 5016, sigradi2016_647nn, a780, 3011, 0cf8, sigradi2016_611s, bb72, 9027, 2575, acadia14projects_247u, 9287, acadia14projects_101m, 9355, sigradi2014_239g9, 3bb8, 3fb2, 8e6d, 24c7, sigradi2013_275e, 905c, ecaade2014_010h1, ascaad2014_021a4, 4561, ecaade2014_143u32, 3efa, e2ac, caadria2017_074m23, sigradi2014_049n5, db0b, 50a2, acadia14_479c, sigradi2016_515g, a959, c11b, 1edd, ijac201412301v6, 5f84, b9ae, 2708, 4d6a, 0ab3, 2e1f, 460a, bcd6, ijac201412406n9, acadia15_469f20, 5e88, c01e, a596, 8d68, 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ecaade2014_199w51, a9f4, fdfc, 5f2f, bd92, 22a9, ascaad2014_024m5, 49ec, 8197, 420b, 4f16, 62f2, ddc9, 4d91, 0fb6, cb6e, b491, 45d1, 1a03, ce32, 7a17, ab30, dac6, f588, be2a, sigradi2016_764g, 6d39, 941b, 46d0, sigradi2015_12.167j27, bbe6, 8573, caadria2017_047g15, e943, a77f, a92c, acadia16_224y14, b99b, 9090, 4154, 4677, f07f, de8e, 691f, f156, c164, bcab, sigradi2013_267c, 5536, c8ed, 7a35, acadia15_357u15, 8cdb, 33ad, c2ef, 511e, 3e13, 6d90, acadia16_308e19, 74be, 50da, acadia14_267k, 3535, sigradi2013_280r, ijac201412303y8, b196, e69d, 1a21, sigradi2015_10.140n19, dae5, 01b9, 70f0, 9667, 3e3a, bae4, ascaad2014_017r1, 39cf, add3, bf98, 18e0, ascaad2016_057n22, f757, 4a7c, f731, d3d2, fad0, ascaad2016_023a10, a1f2, ca59, 5bec, 79f6, 6eca, 5e35, 676e, a42c, 4a59, b27d, 3bfa, ijac201412403a6, ade8, dd3a, 5ec5, ad93, 25a4, 6435, 1f3c, caadria2015_203m29, 87c8, 231a, 08e7, 5acf, 8f69, cfec, 915e, 6bf3, 5412, sigradi2014_345b10, caadria2015_126w20, e804, 18c2, caadria2016_735t31, fadd, 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