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-167
authors Michael Balmer and Kai Nagel
year 2006
title Shape Morphing of Intersection Layouts Using Curb Side Oriented Driver Simulation
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. 167-183
summary In a traffic network, capacities of parts of the network restrict the amount of transport that can be handled by this network. The capacity of a given traffic network element is not fixed, but influenced by parameters such as number of lanes, maximum speed, weather, view horizon, and so on. These parameters also define the maximum capacity of complicated intersections. Special shapes of intersections, particularly in urban regions, may further increase or decrease their capacity. This paper investigates an evolutionary algorithm to automatically improve the geometrical layout of parts of an urban network according to externally specified criteria. The paper consists of two main parts. In the first part, a simulation model is described which is able to produce realistically behaving vehicles only by using information about the curb side locations of the roads. This avoids the need to use lane connectivity, signal plans, etc. - which are details that would change during a change of the intersection layout. In the second part of the paper, the simulation changes the road and intersection layouts based on the behaviour of the vehicles. Using a feedback loop allows one to optimize the capacity of the modelled road system while its spatial extents are minimized. As a case study, a special roundabout is examined: 'Central' in downtown Zurich, Switzerland. The particularity of this roundabout is that it partially behaves like a roundabout but also contains two uncontrolled intersections. Due to its central position in the city, the roundabout is very busy with both individual cars and public transport vehicles.
keywords Agent simulation method, Intersection layout, Evolutionary algorithm
series DDSS
full text file.pdf (4,848,724 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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acadia14projects_389c, 182c, 57a6, 378c, a97a, 4706, 7504, c486, caadria2017_023y8, 9c63, 5432, fa2d, bbf6, ecaade2017_308gg, 391b, 5934, 54e8, 3b6b, 8b8f, ac9e, 8d37, 1ed2, ecaade2017_122yy, ijac201614208a13, 4448, 1dc1, 5511, acadia14projects_463v, a250, caadria2015_208v31, 207f, afcc, ijac201412304z9, ecaade2017_254kk, 6b59, caadria2016_477e20, abce, 35d5, 7f57, acadia17_350oo, 6065, 35bf, a7d9, 0114, b892, cf72, d8f1, a0bf, 2f9d, caadria2017_123o32, 19d8, a93d, 0f94, db6e, 17c1, sigradi2013_41c, c632, sigradi2014_279w2, c7a0, 1d5d, 1da1, 0739, c948, sigradi2013_234l, bf94, 8505, sigradi2016_710aa, ascaad2014_014t7, 5d2b, ecaade2017_192n, c13b, 751d, 003b, 824e, 5bf6, ecaade2016_123i34, 9cae, acadia14projects_311r, 844f, 4d55, ec95, 8166, 3b77, ijac201412406g9, b0c0, acadia15_57y1, e6e8, 3488, c333, fe53, ecaade2017_023q, 1d7f, f205, 071f, fbd4, d134, 7d12, e00d, fa8c, ecaade2017_164w, caadria2016_589b25, 0083, bca0, 5cec, acadia17_608u, a43c, 7e23, acadia17_154ii, d435, 0b53, ijac201614308a6, ecaade2015_207n46, 94c0, 8976, b242, 9de6, 8d18, 9f56, ead9, c7c4, e785, 8da8, f68c, 6829, 73b0, acadia16_470h27, ascaad2016_010b5, be00, f3ea, ecaade2014_163w39, 62d0, 0601, b164, 5f02, acadia17_138f, sigradi2015_8.264p14, acadia17_248vv, 8809, d747, acadia15_343w14, c116, a593, 3932, eafb, 9257, ecaade2017_007b, 6427, cfde, caadria2015_090x14, 0c26, e49d, 6d76, acadia14_463av, 37af, 9cfa, da48, caadria2017_054d18, 005c, 7a23, 71d5, 2c1f, 7f42, baf0, 060e, sigradi2014_267m2, ecaade2016_096m26, sigradi2016_776w, ascaad2016_011h5, 7751, d284, acadia17_62ii, 0e12, df82, ade1, 1bdd, dea2, acadia14projects_549v, 513f, 0b88, 2d9a, ecaade2014_138n30, d1b8, 5c68, 6bed, f5ef, dda3, c2a6, 0192, ecaade2014_184k46, 2771, a79a, a6b1, 8e76, 0153, d635, 0c72, acadia14_565u, de59, sigradi2014_214e8, ijac201614204n9, 8e28, ijac201715202c, 2342, bbe1, c10a, 6ed0, caadria2017_041k13, 45b5, sigradi2015_8.186r12, d126, d4c7, a63a, 37b6, ecaade2017_117y, b757, d0e4, 8f9b, ecaade2014_105a24, a5a0, acadia15_243w9, acadia14_281w, caadria2015_130n21, sigradi2016_537b, 6633, sigradi2014_189n6, 1ead, 42e5, cf03, 277d, 930e, e690, 37ba, ijac201715104ee, 50ae, acadia14_75ay, 8883, fc5f, b126, acadia17_211r, ecaade2016_140j39, d7e0, f398, fe2a, caadria2017_028x9, 1511, ascaad2016_007t3, ecaade2017_152kk, caadria2015_188w27, ecaade2017_195ii, 76ea, 3003, f0e1, a564, 7268, 37b4, 237f, 585b, 49fd, ecaade2015_138d28, 2ef1, 3b1c, caadria2015_170t25, 3511, 10c6, af3a, 6f47, sigradi2013_222k, d874, 4153, ecaade2014_230r59, 7cb3, b8bf, 6ea1, 0fb5, 1c61, 0b39, 9c47, ecaade2017_108c, b72d, 0183, 9ac6, caadria2017_023e9, 4ceb, cfed, 9b59, 2b9c, 8c84, 4285, 128f, c80e, af6a, b607, b079, 80ec, c3a3, 3795, 1c54, 60cd, sigradi2015_6.327s8, acadia14projects_199aj, caadria2017_123m32, af54, acadia14_453h, f649, 09fe, e1d5, ba2a, acadia17_231o, 93dc, 57b0, 6670, 2da6, 269d, e51f, 3510, 6dde, 2cc7, fefb, 7536, acadia17_598xx, 72b4, b513, b1ed, acadia14_565y, cf20, 66d7, 2a1b, acadia16_254a16, ecaade2015_221u48, 3b42, c27f, 2b1f, 00a0, dc52, 28a4, ecaade2016_120b33, caadria2016_517x21, 4eb7, bfe3, c003, 4928, 7c32, 34ce, ab13, ecaade2014_038j9, caadria2016_353t15, 2ba7, cdf5, 63eb, ca8f, 443f, cb18, 7dd9, acadia14projects_671m, ecaade2014_120l27, dc75, 8bc8, ecaade2017_157hh, 22fd, ijac201614302r1, 709c, 4b7f, acadia17_600aa, 0dbc, cbc4, c47d, a8d9, 979c, ecaade2016_071m19, caadria2017_003c2, 4477, 985b, 7da2, cb8e, 9a93, caadria2015_066f8, caadria2015_084w12, 24d7, sigradi2014_021r1, e4c0, 7806, 9bea, 42cf, 88eb, 66ec, a2da, 5b7d, 8532, 6062, b6ee, de5d, 445c, 61a1, acadia16_140i10, ecaade2016_078i23, bcd1, f7d7, caadria2017_185w44, 0776, 74e6, 40f4, f87e, 2867, 6dd7, 0a3f, 592c, bcae, acadia14projects_479aw, f9bb, ae4e, 6109, db72, 505c, 7c6f, b5ac, 5142, 0bff, e9d4, 5f0d, 67ba, fd44, sigradi2013_359i, a984, 2065, 7386, 83e4, caadria2016_239f11, 59e1, 2369, ecaade2014_149t34, ecaade2017_028j, ecaade2016_164l46, c61b, bd69, 63a5, acadia17_339oo, ijac201412205u3, 18a0, ecaade2015_284w61, ecaade2016_095i26, e521, b3ec, ascaad2016_021g8, 41b6, 6281, caadria2017_163g40, d5fc, 6d2b, fbee, 7134, 6327, cf1b, ascaad2014_024h5, 510c, 27ef, 5e66, 0c45, ecaade2014_156b38, 6518, ecaade2015_180e39, acadia17_322i, a106, 216f, sigradi2014_041c3, 3823, a367, ecaade2017_220oo, 9478, caadria2016_861a37, caadria2016_517h22, 6431, ijac201614306w3, 5c76, 10a6, 141e, 4a48, ecaade2016_071i19, 325d, 033f, ad39, b85a, caadria2015_073o10, 325e, 838a, c491, a9c3, ff2f, 1e49, e8a7, 1a6e, 6a74, 26c5, caadria2017_081t24, 3cab, caadria2015_185j27, 0930, 7711, 1a16, 88b5, 706e, 4fc5, ecaade2015_33j6, e1eb, acadia17_670vv, f4b2, 54e3, acadia17_381dd, acadia17_60u, cb68, acadia15_251n10, 49e0, 99d4, df1e, ecaade2014_138o30, fe7e, 1114, 40b7, 4a13, 65e7, 1cdf, 9e63, 0860, 05c3, acadia16_382e24, 5983, 2fa8, de2a, 16b5, 7709, 8b07, acadia14projects_709an, d06b, 8aa0, acadia17_231s, 275c, 04b8, 09e9, 2e72, ad34, d36e, sigradi2016_732i, 59ba, 8fb6, fea3, 67df, fd70, e3f3, ecaade2017_215n, 0105, 5af1, 9b62, 1e59, 3a5e, ecaade2017_198d, ecaade2017_156q, sigradi2014_123t9, b887, 052b, 58a8, 26a4, 7f0b, e2a9, acadia17_100k, 085a, 43be, c0e1, acadia15_323f13, ecaade2016_167w47, 7056, 5265, b5cc, 257a, fa66, ecaade2015_33m6, ae8b, 9eb9, 11c6, caadria2017_163y40, acadia17_292q, f4ac, 8ca4, 6511, ijac201715204u, 3540, ijac201412205j4, 7104, dc4c, 46a5, ascaad2014_029r8, 608c, f7e6, 01e9, cd60, ecaade2017_037gg, ecaade2015_207g46, ecaade2015_72z13, acadia14projects_691az, e801, ijac201412204y2, d6ca, 82ba, c7a6, 0c5e, ijac201614207l12, 2f7f, 97a8, a932, 6a7f, f832, ecaade2016_113c31, ijac201513203k7, sigradi2016_363ff, c5ea, d530, 053c, 57e1, acadia14_135k, a994, b075, 4b06, sigradi2013_400c, 0135, 432d, 6ff8, 82f7, 0a62, 7bc0, 1bc8, 2b86, 3155, a286, db69, ecaade2015_215i47, fd59, 5c15, fce6, 690a, fa99, 0e72, acadia14projects_627an, c001, caadria2017_030z10, 2095, 381c, caadria2016_881y37, acadia14_445ah, caadria2015_033d5, 10ba, acadia17_640kk, 4d63, 5db9, ecaade2016_152y41, 526e, acadia14_681av, 04bd, eaae, acadia17_669v, acadia16_12s1, 1805, ijac201412205s3, acadia14projects_463g, 2226, bb8c, ac02, 04ae, 1e7c, acadia15_137n5, f7d4, ecaade2014_240c62, e367, 33e0, d586, 3a83, 3170, b49e, 1804, d8a4, ff0c, 248e, 9b7f, 66ef, dbae, 97a6, ecaade2015_48e8, 5053, acadia17_403u, c415, ijac201614307p4, f719, 2e91, ecaade2015_284y61, e5ee, ae55, 9176, ascaad2014_016b9, 4b36, 0c37, 13b7, caadria2015_114c18, 63da, da41, sigradi2015_3.221s4, 6020, ef0c, b11e, 14b6, 66e1, 824a, 6410, d5ba, 66c1, 0278, e39d, sigradi2016_642ll, e687, af74, ebcb, 8a86, ecaade2015_285l62, 68dc, ijac201412402v4, 2b2a, 8709, 90e4, f1cb, d6a1, 7f37, 9a99, c55d, ce53, 273d, 0cd6, 4a7e, adaa, c1d1, 158b, 2ad1, 2d0a, 4db9, ce05, c007, 3671, 8403, 980c, ijac201412405y8, acadia17_660n, ecaade2014_031r8, 7a0f, fbae, 99b0, b9e5, 23b6, b6f5, 6c08, e141, ecaade2014_191u48, caadria2016_467t19, d503, 1138, 7dd3, 875f, b1a7, e50c, ecaade2015_138i27, 2c99, ecaade2016_002d1, d62d, d23d, 4b62, ffb6, d84c, 2bfc, a945, 1aee, daa7, 3e24, f174, ijac201715106j, e13a, ac41, 585d, bd15, e4c1, 233b, 292d, 1dcf, 0333, 3fe2, 435e, 4755, da8f, 0e7e, 364c, a1fd, 9925, 5d32, 187e, eacc, acadia16_140m10, 66cf, 8fe8, 3caf, 2fd5, caadria2017_134w35, 3ad6, a13f, adf0, ecaade2015_225l49, 2ecc, b57b, 3862, 1aa3, bb70, 7e93, ec37, a711, 52db, 3707, ba09, fa7f, 6c39, f7b1, ecaade2016_130t36, ecaade2016_230f62, cb42, 27a3, 689f, 995c, 5fb8, sigradi2013_155j, 09dc, 0f12, 7464, da29, da0e, ffa5, sigradi2013_117a, sigradi2014_345p8, e113, b5ea, 9356, 35b0, a65d, acadia15_123o4, 7a3b, 470a, ecaade2014_038d10, 7238, bcdb, 07da, 7180, fd27, caadria2016_851t36, dc5b, ee9d, 652e, d1e2, acadia16_54a4, a08f, 4e46, a413, ecaade2017_155k, 7802, 116f, sigradi2015_sp_12.402u31, 147a, 761a, sigradi2013_189l, e6bd, f705, 2b00, f594, acadia17_248e, ecaade2016_068o17, 6d60, c4c0, 660d, 24d0, a9c2, ecaade2017_061i, 1d13, caadria2016_013k2, acadia14projects_609ai, 444a, 799d, ijac201412301g6, acadia17_491u, ecaade2017_302ii, 80d3, ca87, 5c70, 728c, 62d1, 8ca6, sigradi2016_625mm, 3599, ecaade2016_223o58, caadria2017_058r20, ijac201715205f, acadia15_137g5, 35fe, 72b1, acadia15_47f1, aff3, 7ff7, 1b20, f754, caadria2016_373i16, ecaade2014_121x27, 550d, sigradi2014_074c6, ea7d, 2686, 711a, d2cb, 2b01, 1245, 8af0, 1933, e148, b7b0, 2cd5, 4947, db4d, 202a, acadia17_128ss, 4c57, b035, ecaade2015_285o62, ecaade2016_119a33, 2742, 1122, acadia16_54z3, 511f, efb3, 7b59, e7a4, cfd9, 2ead, 5d92, 796f, 2fd6, 9a5f, 86c9, 6cd6, 6b61, d596, ff4d, acadia15_284z11, ijac201412303y8, d055, 2402, 6248, d8a2, acadia17_403v, c1cb, f9b7, d38b, 771a, 88d5, 7893, f697, e5e9, caadria2017_107r28, 8f0a, acadia16_244y15, ecaade2017_069cc, a458, a6e2, baaa, 2615, sigradi2015_11.136j24, ascaad2014_031i9, 4dd9, 7349, fea5, sigradi2016_781qq, ecaade2017_134p, c130, acadia14projects_327b, 1f44, 38f0, 5b52, 6605, 4fba, 3a89, 2232, 3395, 0267, 9a0d, ijac201513303i11, ecaade2017_301m, 03d2, caadria2016_301p13, 1318, 8341, c2f7, sigradi2013_212, 402f, bb2e, 8b02, ab3d, 2381, 4e82, a99e, b290, ef28, adad, ijac201513302p10, 10ea, 25fe, 747c, 7de7, e9f7, caadria2017_072a23, acadia16_106c8, 7bc2, 53c2, ascaad2014_023c5, sigradi2016_801t, 979d, 2212, 7deb, cc34, 8393, 4696, 6517, 5cf1, 14c6, ecaade2017_293pp, 9d48, acadia16_260k16, 3b5c, 20f9, acadia17_381aa, 0c9f, d063, e120, ecaade2016_230t62, f940, acadia17_154o, ecaade2014_186z47, ecaade2016_037x9, acadia14projects_339ak, ijac201412403e7, 3d14, 2f9f, 47e1, 8047, 99d0, 52f0, 2857, 5778, ce4d, a681, ecaade2017_254hh, fce7, c128, caadria2017_165s41, fff5, 0d1a, 03f5, 7130, caadria2017_056a19, sigradi2014_263c1, 2ccd, 0969, db78, ecaade2017_057f, 4090, ijac201412204o2, e88f, 0957, caadria2016_809f34, 7fa0, caadria2017_174v42, 57e3, 1776, acadia14projects_291c, 4f1c, caadria2015_233g35, ecaade2016_169m48, 10a3, a476, sigradi2014_075w6, 1885, 664d, b4bb, 8773, f072, caadria2015_145v23, sigradi2015_6.327r8, 16b0, 3ce7, c0b6, 0953, ascaad2014_006v3, 06b6, ascaad2016_007m3, 99be, cf3c, 61f5, ecaade2015_103m20, 84aa, ecaade2015_11b1, fdf6, ecaade2015_53o9, f3f6, 3b3a, 26ec, d031, ecaade2014_168f41, 4053, sigradi2016_364uu, caadria2017_134a36, 8fb0, ecaade2017_054q, 1e0a, 3e97, 4178, e4bb, 4788, acadia17_366y, a41e, 0720, 2e76, ed22, 7a48, 6ccc, c493, acadia16_154n11, bbdc, ac5b, 0a12, 0bee, 09a9, e9ca, 1a9a, a929, acadia14_619aa, 8854, acadia15_343b15, ijac201614303h2, 109d, 83e8, 7438, acadia17_501oo, acadia14_487i, 240a, d9c5, acadia17_221jj, bccd, 132c, 378a, dc6a, ba8d, 5411, 4c93, ecaade2015_53o8, 1f6b, ecaade2015_13r1, 4147, 4b3d, e1d9, acadia14_531n, 401c, ijac201715106qq, ede0, 0590, b860, b1dd, 4302, b07f, 6c8f, ebb4, caadria2015_122n19, 4fb0, 85cf, caadria2017_122r31, acadia16_460u26, 5f44, f877, 482d, 8a6c, d104, 9e0e, e939, cbce, 6f05, d00e, d4ff, 346d, 4c68, dcd9, f088, 3d2e, ecaade2017_229aa, 2704, ecaade2016_222x57, acadia17_474j, 3881, cbae, cc15, c56b, acadia16_254b16, e34f, 0c55, 4ad3, 4ab1, f31f, ed06, 3782, d3a0, 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acadia14projects_111h, 9a6f, acadia17_436r, 1a7b, ecaade2016_224t59, 56df, 1d3d, b913, c7e1, af91, 44ff, 8247, 38dc, 7a11, e950, 28e0, fa7e, caadria2017_145j38, f65e, 2512, 2113, 22cd, 8bc0, 2d23, c5c3, 072d, e1f8, 96d2, ecaade2015_35t6, f001, ecaade2017_201g, 52f1, 414d, 0082, ecaade2013r_004t3, 6d22, fc2d, 06a8, ascaad2014_013v6, c50c, ecaade2017_214o, d358, ecaade2015_248n56, acadia15_451b20, 6b26, d9ed, 2fcb, fad4, ecaade2015_109b21, 6bae, 93f8, sigradi2015_3.201t3, 4378, 6570, 62c5, c58a, 28e7, 2cd9, acadia15_451m19, 7c44, 2d10, d1a6, f53e, 686c, c79a, 6263, 4b6d, ebf4, 27b5, 6615, 9107, f582, 2a85, 0a9b, 373c, caadria2016_579l24, 990d, a575, 2042, acadia16_344k20, 10dc, c8b5, e409, 76da, ddb5, 44b3, f56a, sigradi2013_359m, 0adb, fa67, a000, sigradi2014_271n2, 6c79, ecaade2014_173w42, ecaade2016_243f65, acadia15_203i8, c99a, 32b6, c95f, caadria2017_047w14, 0478, e9f9, 7fe2, 24fe, 5cb5, acadia14projects_357b, ecaade2014_182x45, ecaade2016_222b57, 0902, df9c, a231, dfb3, caadria2017_051v16, 6d73, a9d7, acadia16_72h5, 1fa0, sigradi2014_047o4, cd30, ecaade2013r_008i5, ef95, bc2a, 4d43, acadia14_63ao, 293b, ecaade2015_59c11, 709d, 192e, 2fca, 5c6c, aeb5, a377, 70de, 3c83, f07c, sigradi2013_401n, a488, 79c3, ijac201513303s10, caadria2017_048n15, sigradi2015_11.222v26, bce7, 5b74, dc8b, 2a31, f947, f35d, c833, 6171, c54d, 6bcd, 5fcc, d0d7, acadia17_445u, 8d12, ecaade2017_027b, 70c6, e204, a9dd, 8223, dc06, sigradi2013_330b, 8942, e6e5, 1483, ab95, a8ab, 12bd, aab4, acadia16_184t12, 96dd, sigradi2015_12.297k28, 54d3, 64fb, 7ec8, b385, 211d, ed10, 262d, 1bd0, 519d, 1ba4, c6cd, c64c, bd25, e968, caadria2017_095d26, ecaade2017_291j, 829b, 8b24, acadia15_431s18, 5c74, 09e4, ecaade2017_164n, ijac201614403s2, 334d, acadia16_214x13, 37f2, 2958, ecaade2014_168g42, 9c38, 3523, 0bed, ea9f, sigradi2013_248, 00bf, eb78, f661, da5c, ecaade2017_309xx, e7dd, 53cb, 23a4, 0ab2, 2c38, caadria2016_797t33, 3d8f, ascaad2014_015x8, sigradi2014_345r8, dd3e, 7811, 587a, 6e1e, sigradi2016_484rr, sigradi2014_169t4, caadria2015_090c15, 6198, c631, 1ff5, fee1, acadia17_90dd, a956, 63fb, f4c8, 60c2, ijac201513305i12, 1068, da3c, f358, acadia14projects_699u, ecaade2014_163y39, aae5, 6672, 378e, 3000, afe3, 4833, caadria2015_220c34, 9c7f, b67a, ecaade2014_194b50, acadia15_451k19, b161, sigradi2014_015c1, 5f8e, acadia15_381u16, 93d0, 3eac, 25f7, caadria2015_030d4, 62f2, fd53, acadia16_88e6, acadia15_195x7, 56c0, ecaade2014_079z18, ecaade2014_194v49, f0ee, 9857, caadria2017_145h38, 1c5d, c4a0, ascaad2014_010k5, 1baa, 6e0d, 1d61, 41a7, 85a7, acadia15_161d6, 0d3a, 963e, ijac201412408k2, acd5, bc56, 6bef, c827, b470, 249e, 8ed1, 9d9b, e62e, ddef, c013, e31a, 5658, a0df, 504b, ascaad2016_045h18, ecaade2015_138w27, ascaad2016_028c11, 44f9, caadria2016_787j33, acadia15_469m20, 6f87, ecaade2015_92r18, 4184, e06d, a39a, aa33, ecaade2013r_018r9, 3b5b, 6a3c, acadia14_681as, ascaad2016_003e2, 193e, decf, ascaad2014_003a2, 9ed2, 7d7f, f2c3, e2e9, a0ae, a9e6, acadia17_660o, 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57e4, 1c6c, 893c, f8f7, caadria2016_745f32, 71a6, 2ca1, 0276, sigradi2013_267, 1aa5, b381, ecaade2015_171i36, d05a, ecaade2017_203mm, d162, sigradi2016_732n, 5437, ijac201412403b6, c88c, db65, a540, acadia15_333y13, ecaade2016_063n15, acadia17_28q, f2fc, acadia14projects_33af, f6ff, e711, caadria2016_167o7, 3f83, caadria2015_126b21, ecaade2017_151aa, 8023, 91b1, sigradi2014_227l8, 1ebb, ad79, ecaade2016_221z56, sigradi2016_448ee, ecaade2017_170l, 6510, c909, 6ce2, 3e86, 7aff, ac40, 8339, de32, 7abb, cc88, 5f00, c40c, b199, 540e, acadia17_72k, ecaade2015_74n14, e626, ecaade2015_176z37, bf6b, 5f72, acadia17_598qq, ef88, caadria2015_218v33, a329, 87f5, 5aff, acadia16_98s7, ijac201513306h13, acadia17_481o, ascaad2016_008d4, ab48, ijac201614406h4, caadria2017_158b40, ecaade2015_138n29, b006, 94c5, ecaade2014_208b54, 766e, acadia16_12c2, 381a, d72c, caadria2016_693b30, e748, 89d4, 3e65, ijac201715102ee, 1214, 1005, acadia17_382ss, ecaade2014_151v35, acadia17_118hh, 6b3f, 42ad, 2d5b, 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acadia17_520i, 3bcc, ecaade2016_042m11, 3b30, 1115, b1f8, e496, ea9b, 1797, 5a36, 410d, 8bcf, 4882, 6b6f, sigradi2013_267c, ecaade2013r_018s9, 5e74, a486, ae86, 7bc3, ecaade2015_324u70, 734b, 660b, dc02, ijac201513102c2, 13bd, ae3a, 1101, 5fd8, ecaade2016_237e63, ff5d, acadia14projects_135l, 5f9a, 69bc, ecaade2014_138f30, ecaade2015_171l36, 0533, 9b22, ijac201412401e4, acadia17_258s, a473, 4160, bc24, c975, ecaa, 6aca, 0627, b032, 4628, 4e38, c4ec, ffe6, 4730, ecaade2017_041p, d6b7, ea21, d397, ecaade2016_199y52, 0a74, e33d, 91ff, 4264, 3d87, ecaade2015_115b23, 86d8, ecaade2017_143qq, 0592, a414, b7f8, 8571, de4d, 05eb, b6a9, 59af, cf71, baba, 9f70, ecaade2017_253gg, 03e7, 71da, 7b94, sigradi2014_045a4, sigradi2015_3.394g6, cea3, ecaade2017_308aa, sigradi2013_313s, b704, ff90, 1f0e, e843, ascaad2014_022j4, 4404, df48, ecaade2017_122c, 89ba, 9322, 9a78, 00be, de26, sigradi2013_41i, bd50, d07a, 1036, ad86, a6ae, 5ef2, fff6, sigradi2015_10.307y20, acadia17_512m, acadia17_221w, bbc9, ecaade2014_188p48, ecaade2016_tkor66, 9bfa, 3f33, 9ec5, b7c6, caadria2015_208r31, 4e79, 71f5, ecaade2014_163a40, 6d32, 58ad, 161e, 53c5, 80ab, bdf5, e102, 6357, ec00, a16c, ecaade2016_038l10, d436, 14b1, 4742, 7cff, 085d, 1e7f, 0e33, caadria2016_871k37, a422, df39, 1dd7, acadia15_137a5, ecaade2017_302rr, 79e0, caadria2015_004f1, ijac201412203i2, f478, b0f1, 0707, 1623, 0299, bb01, 6fd8, dae7, 1102, caadria2015_210k32, 2062, 0997, ecaade2016_191f51, a6cc, 3128, 6c75, 8575, 4d15, 8e89, cc71, dcfe, 7c7e, b76a, e6f5, 6019, e21d, ea6c, sigradi2013_390a, caadria2016_343l15, sigradi2016_770m, 0b2e, 4aa7, 810d, 7c8f, 3fc6, 52ff, 1372, c315, caadria2016_147k6, 44b0, ijac201513303z11, ff3f, b3ce, acadia17_212ii, ecaade2017_053c, c75c, 4c90, e053, 6761, caadria2017_123r32, caadria2017_124g33, 96f8, cc4c, 92e5, sigradi2016_449jj, 8954, 6fd1, 509f, 2d3e, 95c7, 8abc, 0711, 2602, ijac201513104k3, 5d31, ba88, 6875, 7d36, 753f, 3770, acadia17_426qq, ecaade2016_128i35, 1bea, ff58, 063e, 8517, acadia16_12h1, e3e5, c954, af64, ecaade2014_044w10, be6b, 0762, 898a, 8612, 91b0, 9871, e09b, 351a, 86ca, 235e, ecaade2015_114s22, d659, ef08, 138e, cb4c, 3564, d9be, c805, 7648, 9228, sigradi2016_561ee, 81cc, sigradi2016_792p, 7bf1, ecaade2014_041g10, 1831, 6f88, e38f, 702e, e214, caadria2015_086h13, 11e9, 8afb, 794f, c048, acadia17_170e, 337e, 757e, 2af9, 2827, db59, 7938, 3b88, 34b7, 01c6, 0dd9, 5a5f, 96cd, ecaade2014_176h44, ac8a, d981, 4d04, 45ea, a238, ecaade2016_222m57, 503e, ce27, 3a28, c0f7, 532c, acadia17_138e, 63c0, 2081, 7079, b1b5, 26f8, d70e, 2267, caadria2015_048s5, acadia16_54s3, 886f, 1b46, 4a9f, a45d, 5358, c599, 3121, d4bf, bd64, 34e8, 67f0, 6c5f, 383d, b528, 4aa4, 595e, 5a11, ea9a, 8828, eb58, ijac201412205r3, 321d, 48f9, 56b2, ijac201513101h1, c4c2, 989b, f0b6, 6847, ijac201614202k8, fad9, ecaade2013r_010s6, 9e69, da94, acadia17_221pp, 215c, a0a3, ecaade2016_130j36, a728, 8de2, 0027, ecaade2016_225g61, 4300, f943, cb31, 2b2f, 05c2, d0e6, acadia17_598f, e19f, 013b, 5d90, 9be7, 17a9, b592, 8651, 842d, f4a2, c176, caadria2016_745x31, 6aa0, 6b91, ef59, 6687, 73f3, a5de, 8f7f, 1b07, d41e, bc5d, 3ae0, 80af, beee, sigradi2014_239a9, acadia14_435aw, 8312, edd3, ecaade2017_105yy, a94c, ecaade2015_284b62, caadria2015_218a34, 0a4b, bbd1, 7acd, 2edb, acadia14projects_699l, 75cd, 602c, 93d2, 9271, eec8, 3e70, 881f, 2f88, d94d, 42ae, 9d13, bff0, f5a9, 93b5, a820, ijac201412402i4, sigradi2014_164j4, 1d3c, acadia14_63aj, 1951, acadia15_483x21, b87b, 2f6f, 8fc9, ecaade2014_175v43, a4d6, acadia17_348d, acadia16_116u8, f265, ecaade2017_212jj, 8239, bae2, 67aa, ecaade2016_mrtk66, ecaade2015_18h3, ascaad2016_002j1, 49cf, db95, 9e30, 18a8, e022, 0b56, acadia17_170r, caadria2015_004o1, ecaade2016_130z36, ecaade2017_085ww, 2c01, d4a7, 96bb, 505b, 5097, d00d, 2cc9, ecaade2015_22o4, f125, b2a0, 1021, 7fc9, 7ad6, acadia17_89x, ecaade2015_122h24, 1e77, ccf0, 95be, sigradi2015_10.307g21, f908, 05cb, 2cd7, 2272, f8c2, 99e8, ecaade2015_265u58, 8d6e, 78dd, 38bf, 1cf0, a93a, 9e53, 3fd9, 7308, eb97, 167f, ascaad2014_015y8, b7a0, 0303, f85b, e411, e8e0, 89f0, 9592, 7285, 400d, 9430, caadria2017_158x39, 85d3, fadf, 0001, 5277, 1054, e684, 6e46, 6ede, be20, 78ab, 2578, 56a9, 4f5c, cc09, 1144, acadia17_473uu, ecaade2014_012t2, c5ad, 035e, 6ad2, 4982, d1fc, 085c, ecaade2014_086x20, 5d23, 5ed6, 7d0f, 1ece, 2f65, baf1, 558b, 8a9e, fd9c, 076d, 72a3, ecaade2017_291u, 666a, acadia14projects_63ap, ed55, 6ff4, 7afe, acadia14projects_63as, 8992, 2fc1, a148, e4e5, ascaad2014_023w4, c6fd, acadia17_221oo, ecaade2017_148nn, f1df, sigradi2014_047m4, b7f9, 3118, 6140, 5005, 8fd6, e329, 1a04, ijac201412408s2, ecaade2014_031s8, b959, 0651, 8119, cd49, sigradi2015_10.140s19, acadia16_106v7, b5ec, 8e02, e6aa, dbaf, 2265, ecaade2015_94k19, cec8, 28ee, acadia17_520l, b5f2, 3534, adf3, 6939, d80b, 09be, 89c1, 2850, 043b, 33c4, caadria2015_172d26, 9c11, 8d14, 4d75, 3840, 8b6d, acadia17_339kk, 4137, acadia16_62i4, 3aac, ijac201412304m1, 271b, 57dc, ecaade2017_003k, caadria2015_065w7, acadia16_78n5, ec10, d91b, 1a34, cf57, 0db9, 72f4, 365b, acadia14projects_347ai, ijac201614208r12, fefa, ecaade2017_028l, d302, acadia14_661, 4c5a, 2f2a, 215a, 91ea, a66c, 5ea1, 96da, fe9d, a6b0, bf9c, 5083, c53a, f48f, a233, acadia14projects_409n, sigradi2013_414c, ecaade2016_113u30, ijac201715204s, 6056, fe20, 41df, 1a67, 2821, f8ed, 5f2b, 13ff, sigradi2016_356g, 1e2c, f18d, 8cb6, acadia17_145xx, a207, 3398, ecaade2015_138k28, f40e, dc63, ecaade2014_208a54, e5f8, d42c, ecaade2014_220i56, 99a9, 824d, 2cc3, acadia14_375h, ijac201412204v2, ef58, ascaad2016_045h19, ecaade2015_13t1, 7f09, acadia14_311x, ecaade2016_067a17, 7b66, 5f71, e729, ascaad2016_054o21, 98b9, sigradi2015_12.215t27, 913c, 90ba, acadia15_123n4, sigradi2014_345j8, 878a, acadia17_648jj, afe4, a6fb, 011a, b4e7, ijac201513205a8, 2a13, 6a5b, b85c, 5ff3, 1e21, f6ea, fb80, 669f, 563c, sigradi2016_568mm, b103, sigradi2016_441mm, eb51, e175, 57cd, 5d0e, 6689, ecaade2017_143c, acadia14_609ai, acadia17_552j, d506, 1f15, ijac201614205j10, 0677, 0b65, 2ec4, adb9, 1edc, ecaade2014_123i28, ecaade2015_217w47, 6d99, ec0e, a128, ascaad2014_024v5, ijac201513203y6, fd65, 345f, ecaade2017_257uu, 0f61, cefb, 5092, 69ae, ecaade2016_129o35, a952, 6a59, 3f44, 9766, 00d1, d0cd, 1fd2, 0c18, ef9f, acadia14_365ar, 4cca, dc88, 87e6, e74e, d9e9, 3f5e, acadia17_413cc, 7818, 8ab8, 7202, 2b69, f4eb, 82fb, ce87, 64e6, 5397, 8168, acadia17_26d, caadria2017_163r40, f5a2, b49b, 0c2f, b5d3, a831, acadia14projects_101ah, 1af6, 36a9, 4d2f, 8e86, caadria2015_067g8, 15f3, ecaade2017_309ss, ascaad2014_010l5, ijac201614308g5, caadria2016_549m23, e62f, f074, ecaade2015_73d14, 1ca1, 3f70, 369c, 6bcb, 568e, ecaade2017_048gg, 5d8e, 48e1, 4ed8, 6c4a, d421, 9e11, ijac201715106tt, f79f, 02c5, sigradi2014_347r10, c18e, ijac201513306a13, ecaade2016_158i43, 4e31, ecaade2014_010x1, d4a0, 98e3, ijac201715203f, 9109, 8bd3, 9904, 11c7, 813f, 1f1f, 7bfe, caadria2017_107o28, f172, sigradi2015_sp_8.326z30, ecaade2016_023x6, 8230, fb3a, aca1, 4e34, 78df, 0806, 1a50, ecaade2015_152x31, d9bd, 3479, ee72, ecaade2015_200t43, sigradi2016_814b, d021, e3de, 4136, 5dd3, 0e17, 8836, 74f3, f118, e6cd, baa5, 17bf, 3445, 0bde, f640, ed56, 8ed3, a931, acadia17_82ee, acadia14projects_145p, 1d97, d4d6, bf74, ecaade2014_018p4, f69e, caadria2016_477z19, acadia17_190d, ac24, sigradi2015_8.189o13,