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

authors Kalay, Yehuda E., Swerdloff, Lucien M. and Majkowski, Bruce R. (et al)
year 1990
title Process and Knowledge in Design Computation
source Journal of Architectural Education. February, 1990. includes bibliography
summary The challenge of understanding the many facets of design has been a central issue in attempting to computationally define design processes and knowledge. The historical progression of computers in design has been characterized by high aspirations repeatedly humbled by the complexity of design problems. Fundamental questions concerning the role and impact of computers in design should be re-examined in light of new developments in Computer-Aided Design (CAD) and Artificial Intelligence (AI), and the progressive understanding of design itself. At the heart of these issues must lie a mutual understanding of the respective traits of design and computation, and the balance of interaction between them. In this paper two avenues, expressed in terms of mappings between design and computation, are explored with the intention of clarifying the relationship between the theories of design and computation. First, the relationship between models of the design process and computational search strategies is explored. Several paradigms (problem solving, puzzle making, and constraint satisfying), which demonstrate a breadth of approaches to modeling design, are presented along with their computational implications. Second, relationships between design knowledge and computational representation schemes are discussed. Emphasis is placed on drawing from cognitive and computational knowledge representation schemes to represent design knowledge. Finally, some thoughts on integrating these design models and knowledge representation schemes into computer systems to assist designers are discussed
keywords design process, knowledge, representation, architecture
series CADline
email kalay@socrates.berkeley.edu
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

ijac201412305d2, 9a27, 9fb0, 709e, sigradi2014_263c1, e377, acadia16_478d28, acadia15_81t2, ijac201614204m9, e179, fb78, a2f8, b769, 488c, ffec, 01ab, 6894, ecaade2015_286y62, ff59, ff95, 540a, 0f85, caadria2015_090v14, aef5, acadia17_374cc, 3ca8, 7903, d1b5, f688, a70e, 7aa1, sigradi2013_41h, 7fec, acadia17_382gg, ecaade2017_044kk, 5d3c, 18a6, 8188, 3aae, 9c60, sigradi2015_3.111h3, e579, 4387, ascaad2014_021y3, 4115, 6061, f460, 1e70, f672, ad52, 28f8, 93b8, ecaade2014_084t19, 5438, ecaade2013r_008n5, 10ad, sigradi2016_815gg, ce94, acadia14_579c, acadia14_681an, a48a, ijac201412408v2, c8c9, 3608, f305, 6b55, 4ce1, 8edf, fb6c, d8ad, 3623, 0ee8, 3104, 3a3d, a8b7, 283d, a472, 4b5d, sigradi2016_815w, b139, 0555, 3dd0, 5907, f39b, 59ff, 4977, b0d2, 9ec1, b5d2, b3b2, 3493, 1d0e, 96ab, 0601, 73c2, d2e9, 5c75, 74b7, d648, b563, 4da0, ec62, 41f6, acadia14projects_247o, acadia16_224a15, 210b, aa8d, ecaade2014_052o12, 5f55, 4623, 7c89, 81e4, sigradi2014_137h2, a07a, sigradi2014_041a3, c636, 73a8, ef0d, acadia15_407k17, 7265, ecaade2013r_012n7, ecaade2017_140ff, e8e7, 8f05, 247a, a3fd, acadia14projects_63ai, c90c, 7495, ecaade2015_130l26, acadia16_244n15, f51f, 5a56, 63a7, b8df, e011, 765b, f69c, f861, 60a3, 86f8, sigradi2013_295b, 26dd, sigradi2016_550k, 5c71, 1c70, a2cf, e940, ecaade2015_116p23, ecaade2015_273k60, ba6e, 5e07, 9c58, 2268, 9cdb, ijac201513305v12, bad9, 5f29, 02af, f8f2, c7cf, ecaade2014_214t54, 9804, 23e9, b653, ijac201614202v7, 9f6d, d762, fd52, 75ad, 2e95, ecaade2014_175z43, 9fca, 0116, 0c10, b450, 86ca, cb73, 742a, b423, dc38, 416d, 3e06, 22c4, 8418, cb76, 5ff6, 7dff, 951d, e17e, 547a, baad, d97b, 44a5, 20fb, 97f9, 61f4, acadia17_222j, ascaad2014_031j9, 3473, 629e, sigradi2015_3.65p2, ecaade2016_230o62, ijac201614208o13, a510, de9c, acadia17_52q, ecaade2016_094z25, 02b7, sigradi2016_534vv, 3c8c, 0807, acadia16_244y15, eba6, ecaade2017_265o, 8dc1, 516a, 5ea1, ijac201614105g5, 2058, 8645, 0f84, e59d, 92ac, 956a, 8a60, ddf9, e46c, b025, a451, 0431, 0105, ascaad2016_031m12, bce7, sigradi2014_330m7, 233f, dae9, 9a6d, ecaade2016_037c10, d440, 10cb, ecaade2013r_006s4, f3c9, ecaade2015_284w61, ecaade2016_023u6, 85a8, acadia16_308b19, 4ebb, 32e6, 858c, 7a21, ef5d, caadria2017_069b22, 9a3c, sigradi2016_590e, e285, ascaad2016_027v10, d48d, acadia14_463e, acadia17_145e, 4065, ecaade2017_085f, 9aab, efe8, 21c8, 720f, 85fe, bf82, 1f99, 86fa, e64d, acadia16_308u18, b198, e888, caadria2017_122a32, acadia15_251h10, 76c3, 1311, 775f, 8c3b, 28f5, 4c47, 3f09, 88c5, 77c3, 3dc0, d266, 8aad, ecaade2015_301r65, acadia17_402f, 7ee9, 8644, ijac201715203a, 01ad, 09f6, a4a8, sigradi2013_280s, ecaade2014_021u5, 883a, 642f, 5139, 20ad, 843c, 6255, 95d8, ca77, ecaade2017_094j, 6b61, bd05, 8238, ecaade2017_277hh, acadia17_92r, 6804, ecaade2017_254tt, 7053, acadia17_238mm, f240, sigradi2016_484e, 3909, 9f72, 0e9e, 032d, 981b, d963, 6d93, 695b, acadia17_324z, 2997, 0701, 37e5, acadia17_426i, 262b, 8a81, 18c0, a2b2, 0142, 0acf, sigradi2014_239c9, 8b19, 55bb, de5c, ecaade2014_052g13, 2a2c, ecaade2015_64l13, ijac201614305i3, 49c6, 88fd, 96e8, a3b3, 26a0, b262, 4d62, sigradi2014_049n5, 2760, ecaade2016_048d14, 8819, 12a4, a35c, c244, ecaade2016_130p36, 2171, caadria2016_559y23, ff6a, ijac201614101j1, ascaad2016_020u7, 3e5b, 4a28, ijac201513303i11, ecaade2014_233l60, b0eb, e59b, c8b3, 9e8d, 1ba0, ascaad2014_029a8, sigradi2016_488p, acadia17_423jj, ecaade2016_095f26, 6805, ecaade2016_089y24, d00d, ecaade2014_239s61, f2cd, ea58, e937, d799, 2f72, efc3, 4c7f, bb8e, acadia16_88b6, dd52, ecaade2017_255k, f81f, ijac201412403t5, 7b5f, ecaade2016_013p3, f0ff, 4b80, acadia17_237dd, 1bd0, fda0, sigradi2016_814s, 0e42, 58f4, dd42, 73b7, d18b, sigradi2014_305j5, 2329, acadia14projects_479b, a03e, 7ed7, 6f20, 86a8, acadia17_18n, ecaade2014_044z10, a2bf, 02b3, acadia17_177m, becc, caadria2017_107m28, 091d, 670b, 5408, 0db7, 6d27, 62bc, a916, 537f, caadria2016_539b23, 4ca4, dadd, ecaade2017_175g, d3e3, ecaade2014_023c6, 6bd9, 147c, acadia17_248e, ecaade2017_046c, fcf3, d4ee, ecaade2017_215f, ecaade2017_157oo, d75c, 58a6, 5d16, sigradi2013_135h, 294c, aa91, 346d, caadria2016_301p13, ec1f, ecaade2017_254mm, 8532, ead8, cb6f, 690e, acadia16_12r1, f739, 4bab, da20, ef17, 07a9, ad3c, 2534, a2be, 1bd1, f699, 0160, 961e, f4a6, ijac201513105i4, sigradi2015_10.74n18, fb96, 2071, c772, ecaade2017_072g, caadria2015_073l10, 3884, caadria2015_114d18, sigradi2014_074t6, b617, 1f7a, ecaade2016_129d36, 3dcd, 5025, bf70, 5bc9, 9d3d, 1db0, 004e, d4f8, acadia14projects_375k, 5983, ccc6, 23a1, 7b57, 4de4, d659, 5993, 12e4, 1a9a, 0c2f, 1cea, ecaade2015_100p19, 682c, caadria2015_033c5, b5bb, 65bd, 0fdd, ecaade2015_138p29, 7bc9, d4a3, 6e2f, ecaade2014_168u41, 9fbd, c94c, a07f, 1729, e13f, 4e9c, e307, 31c6, acadia17_36aa, 0b2e, c35f, 1624, ecaade2015_235u53, 4294, 02ac, 17e1, 2e70, feb5, 3fd0, b24c, caadria2017_107p28, 7ece, c462, 4de3, ddc8, 7f43, cef4, ecaade2016_057t14, 642c, 568c, e465, 1b66, a043, acadia17_534uu, ecaade2016_188i50, e945, caadria2016_197h9, d15a, f588, sigradi2015_10.309d22, 82b9, 0257, ecaade2014_133w29, ecaade2017_293pp, ecaade2016_162c44, 27d0, 1c6b, cc84, 1dc0, ecaade2015_22a5, 22f0, 9ec5, ff9f, f10a, 29f9, acadia17_118dd, cad0, ijac201412205t3, 1a7e, ijac201715202a, caadria2016_529k22, 33fd, 7e62, c432, ecaade2016_199b53, acadia14projects_699d, c9b0, ijac201715102hh, e08b, ecaade2017_253p, 6118, 2198, 2fc2, 98c2, sigradi2016_383hh, ecaade2017_013pp, 7aca, ijac201513103z2, cc9e, 987b, 906f, c569, 1a48, 5cc3, 3bcc, ecaade2016_140r39, 127f, 750c, ascaad2014_010j5, 78c2, caadria2017_070h22, 0ead, acadia17_28v, 4be9, f5e9, b959, 5a33, 7daa, ae96, 8452, b9f5, b30e, 5e3c, ecaade2017_183ee, 1685, caadria2017_129t34, e8c2, ecaade2017_269c, sigradi2016_360bb, 2c68, 4212, e9e2, ecaade2017_203hh, a1be, a400, sigradi2015_3.212j4, 7f0b, 3114, 4dfa, a42d, a100, 5d22, d1fb, 1137, 5a75, ecaade2016_102e28, eb50, 1ee3, 2700, fffc, a94a, c1ff, c2fc, 40ce, d20e, acadia17_274ww, ijac201513304y11, 89d6, bfd9, 3769, 8326, c975, 91f9, 0b94, c0d4, caadria2016_209v9, ecaade2016_134e38, ecaade2016_102g28, ecaade2015_250e57, f8e0, 77f8, acadia17_366t, ecaade2017_031vv, 7abf, acadia17_248g, 3437, 4573, 8cab, f81c, d0e5, 6744, sigradi2015_8.41u10, b975, ijac201513101m1, c46c, 92fd, 65be, f185, dd70, aa5f, 7052, 7a61, aab5, caadria2016_871r37, 1f23, ce09, b6d5, ecaade2014_152k36, 75b3, 86f0, a101, 7e84, 24e9, caadria2015_126o20, df0e, 56b8, 0dbf, c5f3, b40b, b667, ea22, 37db, fce3, caadria2016_611s25, c37b, 4be3, ecaade2015_175o37, ecaade2014_088h21, 9519, ecaade2015_297b65, 44fe, ec47, ecc3, acadia17_424rr, 320e, a2e7, 347d, e0ca, 75c4, 4175, 06fb, 051b, d367, sigradi2014_042o3, ee94, 0b35, caadria2016_003j1, 3971, cb82, 34d1, cf7c, ecaade2017_256ii, 6854, ecaade2015_91h18, b7f5, fe8b, sigradi2016_443xx, f8b8, dc04, 0a33, bf28, ee99, 3614, 2e48, 0a26, 6ba7, 02a5, ecaade2015_297y64, sigradi2014_330o7, 245e, 658a, d748, 0e44, dc10, 56fe, 42c3, d9da, c012, de42, ecaade2017_023jj, d8bb, 2898, caadria2017_051f17, 48f7, b726, 80dc, caadria2016_755o32, 12d4, acadia14projects_445ad, 1c41, caadria2017_132l35, 33aa, 70d4, acadia14projects_199ao, acadia16_478b28, 254d, sigradi2013_138p, 0367, d5ea, e74a, 7a34, 2e0c, 5698, c055, acadia16_214b14, caadria2016_881z37, 45f9, d4e2, e8fc, 609d, sigradi2014_293y4, 0c1b, e878, 99c7, 5bde, 6bcf, 823d, 6788, 089b, ecaade2016_063n15, 0b7b, 8442, df2b, 6eca, 26c7, e57a, 0db8, f149, 4fcb, 85c1, 21af, 997d, 7322, b94e, ijac201614102x1, 0fda, 3c44, 1d00, 1514, 48be, 36ec, ijac201412204g3, b4d0, caadria2015_070v8, a857, 9caf, acadia16_62h4, 5576, e01c, a032, sigradi2015_3.268b5, 914e, 0d25, fb8d, 447c, 34d2, 7ef4, c4f3, 7ad8, ecaade2017_208p, 8eeb, cf84, 8510, a08a, 7cec, 5314, acadia17_232ii, sigradi2014_314t6, acadia17_177g, ijac201412405r8, 6046, 7643, ecaade2017_302pp, 8170, 6166, 6a2e, 332d, 9645, 2351, caadria2016_405d17, 70d5, f129, 5461, caadria2015_102z15, 25ac, 95f1, 0082, ecaade2015_247c56, 8154, 419d, ab1a, acadia14projects_435aa, babd, b67b, 8fc1, 473e, ecaade2017_003g, bbf8, ef01, 9591, ed5f, 6b16, ec4a, 8376, a361, acadia16_214x13, ascaad2016_004m2, 35e4, 200a, acadia17_110aa, ecaade2014_176l44, ecaade2015_21u3, 4c5f, aa6e, c6c2, 49f3, dc33, f139, bfa7, eb59, caadria2016_259p11, ecaade2015_84x16, caba, acadia14_199ae, acadia17_154n, 1c7b, e82d, 26f1, sigradi2014_345u9, caadria2016_809g34, d5cc, beda, 5d96, caadria2015_092g15, 4d8c, caadria2017_107s28, 96fc, f873, 10d6, caadria2017_190v45, 98fb, 570a, sigradi2016_777q, caadria2015_031n4, 5916, ece9, 1b3a, 50f9, ijac201614207d12, df3b, 2140, cc00, caadria2017_040p12, c746, afd1, 3cc6, 23fa, 3f5c, 5cf2, acadia17_491s, dda2, acadia17_598o, acadia14_357a, ecaade2015_324x70, c56e, c983, 0530, 2463, acadia17_414gg, 8c1a, 22a0, a16a, 8905, 4f86, 4d71, bc5d, caadria2015_081l12, 1d08, c8dd, sigradi2013_248v, 3f7e, 52bd, 516b, ijac201715105zz, caadria2017_165i41, caadria2017_123p32, e5b4, 00a7, ddac, a0c6, c9db, 2036, 0020, a699, 94af, 5292, ecaade2017_050f, ec97, 155c, ecaade2015_100m19, d935, 3cd9, acadia17_202m, 2121, da6b, 3f17, ijac201614408j5, fb9d, caadria2016_333u14, 1e27, 0496, 01c4, 0ed3, 6047, acadia17_392l, 750b, 91ba, 3f2d, 3409, 9c3a, 0713, ecaade2014_168s41, 5354, 6022, 9297, 5217, sigradi2014_178h5, 228d, ecaade2017_017y, b74c, ijac201412204z2, bde2, 7418, b157, ecaade2017_211bb, 9dcf, 6c9f, 66e0, e4d6, cd44, 7df0, 4a47, 6628, ecaade2014_109o24, ascaad2016_052k21, e4cf, 27e0, acadia16_344h20, sigradi2014_186f6, 5814, ijac201614306y3, e221, 0c1d, 5c18, ecaade2014_199x51, 6b38, sigradi2013_111s, bdce, sigradi2016_685nn, ecaade2014_108j24, e511, d343, ecaade2015_229p51, 4a2f, 5d5d, ascaad2016_013w5, acadia14projects_317s, 8727, acadia14_177aa, 279c, ecaade2015_241n55, d251, 4672, 3662, a21d, 9d7b, 11c3, ascaad2016_040d16, d1d9, ecaade2017_117cc, 2eb4, sigradi2013_244o, 5cea, 4808, 1abc, 57e2, ecaade2016_241h64, f1fc, 7b2b, 7908, sigradi2013_386o, 94eb, ff38, 4477, ecaade2017_129ee, a550, d17f, c5ae, c733, 87f4, b47b, ecaade2015_77c15, 98a7, 10ce, 9eaf, acadia17_26m, c2af, 1c03, ecaade2014_138n30, 6ce4, 2011, 6f7a, ecaade2015_138g28, 8169, 7d10, acadia15_195w7, 9fe5, d424, ecaade2017_026mm, e154, 477c, 7d41, 8529, ba7d, 530a, caadria2017_104x27, 264a, acadia17_339tt, 2e14, e7ef, caadria2017_189b45, 74eb, 6103, sigradi2016_625zz, acadia17_391qq, 5f50, 838a, 0a19, 54ed, acadia17_544xx, ec49, 0e85, 844b, cfeb, acadia15_311p12, ascaad2014_026e7, f218, d7c4, 3ff3, 69da, sigradi2013_100, 46e7, 2ab4, b005, 6409, ea1b, caadria2017_110g29, ecaade2017_199uu, df91, 05f3, 931c, caadria2017_113t29, 39eb, 4eaf, 2393, ijac201614307x4, c122, 383c, f4cc, acadia15_47f1, caadria2015_081k12, 9828, f44b, 80f0, sigradi2016_455h, 9957, 4f8c, f6fb, caadria2017_043a14, edc5, ecaade2017_ws-hybridlabcc, 324b, caadria2016_507g21, 30d8, 6c73, b4c9, ecaade2015_285k62, sigradi2013_311j, 22b9, 8a8d, ed58, 0950, 42ab, 0e59, ascaad2016_015n6, 5974, ecaade2017_079q, acadia14_487i, 45bd, 5ab1, 4ddd, a8d9, e74b, 5994, acadia15_137d5, 2553, 53af, cce1, ebb4, 748e, acadia17_435j, e087, eb8f, 5832, 3eb4, deea, acadia15_469i20, 811b, caadria2016_197r9, ff9a, 3edb, sigradi2013_95s, f18c, acadia14_101x, ef7d, d7f0, ecaade2015_297v64, a233, 08e7, ecaade2016_130m36, acadia17_390pp, 69ae, 812e, sigradi2015_8.189s13, 84b6, 8f77, 8a00, ecaade2016_025j7, 95f4, 5c1b, a798, acadia17_290b, 79fc, 96b2, e4c3, a6d4, acadia17_414rr, 3c10, e646, ijac201513201f5, 7c1d, 79d7, ecaade2017_308ii, caadria2017_124o33, 40a5, ecaade2015_114y21, 58cf, ijac201513305u12, c165, 2047, c987, ecaade2016_102x27, df24, 77c2, 7664, 9632, sigradi2013_74e, 602b, ecaade2017_213vv, acdf, ecaade2013r_011h7, acadia14projects_63ap, 5fd3, d51c, ecaade2017_288ii, 3e82, 5ed0, ecaade2016_221w56, 6967, 4f1c, 7aab, 7291, 31bb, 4e07, 3d50, bb91, acadia17_598n, ecaade2016_023l6, 76c6, 0f99, 4775, 48f2, a5bf, dc9e, ecaade2017_011hh, c7a1, ecaade2014_022x5, 930d, ascaad2016_023x9, 7ac2, 9dfe, 14ff, caadria2015_108n16, e074, 5a7c, f30d, 6e38, 6919, bffc, ascaad2014_005w2, d188, 3326, eff1, sigradi2016_383ee, 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ecaade2017_038xx, 4afc, 4aed, 7894, 78fb, acadia14_125x, 0497, f520, 190c, ecaade2017_302mm, 44eb, ecaade2017_073m, 91bf, acadia14projects_365ao, 7933, 338c, 2b97, 51b4, 2109, cb2a, acadia14projects_699j, 7c45, acadia14_189am, c968, 9be1, 651e, 4ade, 6b41, 3b57, c608, c25b, 431b, 2762, cd3e, 888e, b349, 37fc, 81c3, fbc9, sigradi2014_197a7, f2ef, ecaade2016_089e25, 2b93, 43e7, de57, 1bc9, 1d30, e967, ecaade2016_015t3, 39ae, 7187, 5b5f, 9b24, e935, 2030, acadia16_224r14, 2282, acadia14projects_357ay, 644a, e4a7, 8017, 7d73, acadia16_352t21, ecaade2014_014z2, 13c3, caadria2016_209y9, 03af, 198b, 7d7c, 58ac, 029b, 3a35, f243, 9d55, e289, acadia16_260k16, 70d7, abf7, 4d8a, 2a58, ecaade2016_095i26, sigradi2014_144y2, 2da2, 43df, aaef, acadia17_500hh, sigradi2014_189k6, f62c, c8ac, ab4a, bc2d, 077c, 07e3, f5c5, 9382, a053, ecaade2014_094r22, 9b9f, acadia17_138d, ecaade2017_215h, 7e70, 1587, afae, e259, sigradi2015_6.387s9, 5807, acadia17_222uu, 7997, acadia17_284o, sigradi2015_8.41v10, acadia14_661b, 212f, f90e, 2da7, 6221, c3a8, ecaade2016_215z54, 087d, ecaade2017_085m, 25ea, 4f3c, 7534, ecaade2016_071f19, 504c, 141a, 5ce2, ecaade2014_206v53, ab63, e3b3, c1c3, 6295, ecaade2016_167v47, ijac201412406m9, 09ed, 6d95, 3520, ecaade2016_223b59, ijac201614403u2, sigradi2014_144u2, ecaade2015_314l68, acadia17_348k, 1d81, 1d3a, 8604, 381a, b551, 9b2e, dc96, 3c0a, ce6c, 98e3, 8160, 7cac, bf94, bf90, 618e, acadia14_135ac, caadria2015_081c12, caadria2017_018v7, f7fe, ac33, 922f, ca38, 7326, 7492, 3bff, ec5a, 99ba, 0ec7, 52f7, dd34, 8c00, ecaade2017_215o, ecaade2016_067h16, 989d, sigradi2014_347o10, 87a9, db79, cef5, ff3b, 9802, 4516, 161d, adb7, ecaade2016_193v51, 5a1a, efa9, 0c94, 6565, ecaade2016_164p46, 63be, 1376, 13e3, 8741, b500, ef35, 9d05, 723a, 874f, 8961, fbde, 6260, 6682, d72e, 5b02, cfc7, 81e0, acadia17_512n, 5b40, ijac201412305y1, c049, 245a, d49b, b445, 19e6, caadria2016_055p3, sigradi2015_10.267u20, 53b3, 9fd2, sigradi2016_515f, ec35, 1370, ijac201412305p2, b2d0, ed3b, e1be, e36c, 29a6, 146b, e9fa, ecaade2016_243a65, 60c9, 7b6a, ecaade2015_73i14, cade, 04d4, ecaade2014_237g61, 335c, 9afb, 8dea, e508, f857, da28, ecaade2017_195ee, 03b7, sigradi2013_425p, d60b, 2e90, bea7, 2416, 148b, ecaade2013r_018r9, 815f, 9794, ecaade2016_021t5, acadia17_562q, bec2, ecaade2017_049pp, 048e, 7ce9, ed2c, 2504, 72b8, abd9, 8067, f9ef, 0a6e, b66e, 5c5b, caadria2017_163h40, sigradi2016_479dd, e13d, c150, 923f, fbed, acadia14_531u, acadia14_655ae, 6db2, 29df, 38a1, 64a5, ijac201412305b2, 45b1, 9144, 31fe, ijac201513101h1, 3a4f, 108f, db0f, cbd5, fed5, 0323, 3632, 78b7, 4329, 4ab6, caadria2015_122j19, d6cd, acadia17_544f, bca2, caadria2015_078k11, e18a, 9120, e8f5, c5fd, 11ce, 4e3b, cd65, 583c, da2a, ecaade2017_071xx, 7cd9, ff62, caadria2015_233h35, acadia17_544e, 42f8, ecaade2017_215ii, acadia17_445r, ecaade2015_138d27, ecaade2016_170o48, ecaade2016_119o32, 58df, ebe0, ab26, acadia14projects_237ay, e268, a2b7, 81be, 38cb, eec9, 9223, e2de, 6499, ecaade2015_116i23, ecaade2015_138r27, 4f17, 3539, ecaade2015_138y27, sigradi2014_036p2, 9e5f, ecaade2016_113d31, 6b4a, d67a, b217, d302, dfaa, 7b65, 1536, b9fa, eedb, 5397, b233, b8b7, eaaa, dbe9, 96c5, 01b9, 3025, 9cef, ea99, cd99, 5187, ijac201412202s1, b12c, 29ce, da8f, 3ab0, de4d, ed88, ae8e, 7d75, ecaade2016_136j38, 9a26, b05e, acadia17_257f, 50fc, 6e19, 13ab, 1afc, f102, 51c0, 56e9, 8dd6, fc2e, 6fda, sigradi2015_11.34a24, 6c39, 7f6d, a770, 8937, dd9e, ecaade2016_243p64, 778d, a842, sigradi2014_282o3, 7dc3, ecaade2016_063j15, 9649, acadia15_81u2, 8c85, acadia17_542hh, 1fae, 144f, 281e, 0a42, 1664, d96b, 3350, 6d21, 6c6b, acadia14projects_101p, acadia17_474p, ecaade2014_023i6, 8c7f, acadia17_138a, acadia14_317z, eade, e8eb, 083d, caadria2017_030a11, 30df, 87bc, 02e7, 2790, ijac201412303g8, 481b, c5a3, sigradi2016_550m, 14a9, acadia16_372m23, bcbb, caadria2015_114a18, d848, 1e16, f93a, 2fde, sigradi2016_737gg, 289b, 9b2a, caadria2017_004k2, a9b2, 864f, f506, 709b, ijac201614302a2, 59fe, sigradi2015_sp_12.402v31, sigradi2014_074d6, ac24, sigradi2015_10.378c23, 13e8, f77b, b412, 02f6, 8dee, 8584, ijac201614308j5, a32a, sigradi2016_431y, ef25, dcea, c956, ecaade2014_109v24, e0b4, 1366, 3ad1, e047, 4b34, 1fef, e735, sigradi2013_28r, 8a4e, ebb3, 72a1, sigradi2015_sp_11.278n31, 2f9a, 8218, f490, 231e, c681, 1571, 74ed, ff85, 9581, f1a0, ecaade2017_054tt, bc9c, acadia17_570z, 661f, e797, 3145, 0653, sigradi2016_814b, 232c, bd65, a8f9, 9aea, e198, da30, 24b9, 4d7c, ecaade2017_169ll, 33b8, 4c85, caadria2017_190k45, c9b5, acadia14_23az, b90b, 649b, ec0a, 57be, a63e, sigradi2016_659v, d376, ascaad2016_041o16, 97fa, a86a, 121e, 9d4e, 6f56, 535b, acadia14_619an, sigradi2014_189m6, cf39, c4b4, 0fd0, ecaade2015_138j27, db3c, ecaade2016_237f63, ecaade2016_243z64, acadia17_322g, d8dd, ijac201513305t12, 42b8, b176, 0377, 191a, e6c3, 4197, caadria2017_155n39, 785e, ecaade2014_014c3, ijac201614301a1, 871d, f648, ecaade2016_mrth66, ecaade2016_006l1, a200, 5809, 69cd, e29a, a420, 1b76, acadia14projects_43at, 16e1, ec44, 7cab, 4c08, acadia17_62mm, 3fc1, ijac201614307o4, 7574, bdba, 80b0, 2333, 8ca7, 6bd0, f4c8, ascaad2016_057p22, 61af, caadria2016_683p29, a5a6, ecaade2017_301r, a69b, ecaade2016_152p41, 5e7c, caadria2015_048s5, 6b4b, 138e, acadia14_101o, ecaade2015_287l63, c8fb, ecaade2015_122i24, 8677, b2c5, fe80, d706, 0dba, f120, 164f, ecaade2016_068m17, bc0c, acadia14_81m, ecaade2017_013uu, 5140, 3a30, acadia17_50ss, ecaade2013r_002h2, acadia17_137mm, ca50, a274, 6451, 03c8, 3c57, ff1d, acadia17_570x, ffae, ecaade2016_102t27, f141, 749b, d097, ijac201614202c8, sigradi2013_202, d9dc, ecaade2017_164gg, 326e, 1f3e, f3c1, 85b9, dfad, ecaade2016_108y29, 8254, 851e, e71e, af53, f9c6, 9481, b9f1, 11df, eaf3, 9d41, aed0, ecaade2015_271a60, 8600, 608f, ee75, ecaade2017_013vv, 03ed, 57e8, e15c, ecaade2016_130u36, 3e9f, 7c01, 37c7, 3c92, ecaade2015_196v42, sigradi2013_359l, 1e74, 2774, acadia16_382t23, e435, 059a, 800b, d650, 79fd, 8587, 07b7, 8484, sigradi2016_515k, 2c12, 7b73, 14ee, ecaade2016_129y35, f5f6, dc65, caadria2015_031t4, af4d, 6745, 665f, e8fe, 7639, 7c2e, b93c, bd1b, eafa, 780c, 5897, 2831, sigradi2013_347s, acb1, ff71, dca9, ecaade2014_233f60, 8c2b, fd47, 46dd, b5d0, 005d, 20dc, 86e6, ecaade2014_226z58, ae33, e7b0, caadria2017_008d4, ecaade2015_195h41, e405, 144a, ff28, 3537, 6925, 243b, c70a, b8cd, ijac201412303v7, acadia17_590r, aec9, 4424, cc75, 35a2, a1c2, 3879, 20f1, c71f, 08a9, ea85, efcf, 62b2, 9943, 313b, a401, 10bc, 23a2, a619, b60b, 8a30, 2083, ecaade2015_35z6, bbd7, 4662, 2a94, sigradi2013_117c, 3c1e, ecaade2015_222d49, e357, 27c1, ecaade2016_074o21, 5776, 07f5, 444c, dcf0, acadia17_618mm, caadria2016_851x35, 7506, 947e, 4439, ecaade2017_183dd, 98c6, bd1d, fb59, bc12, ecaade2017_308gg, 18e3, 52b8, acadia16_116y8, c2a5, 72de, sigradi2015_9.347x17, 1022, ecaade2017_032a, 651d, b46f, 7b69, ascaad2014_026g7, acadia17_426c, 1037, acadia17_365e, ecaade2015_138h29, cdc7, 997e, f598, 0dbb, ijac201614204k9, ecaade2016_167b48, 32df, 81bd, 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c7a3, acadia17_28x, sigradi2013_244n, ea53, a466, fdb5, 1a35, acadia17_436p, efb7, d0a7, 5865, 1084, b332, e367, 1bf2, 0af9, 9c8a, 71ac, 77c5, 9e55, 1fb2, 0fa4, 0cba, 2082, 3b98, caadria2015_081t11, b6a0, cbd4, ecaade2016_098d27, ijac201513105m4, be95, ae4c, 5c43, a0d9, a3d0, sigradi2013_429c, a6da, 36c0, 999c, ecaade2017_124k, acadia17_296s, caadria2016_095o4, 527a, 4a59, 56cd, d230, ecaade2015_200p43, 7acb, ffdb, cc63, c018, ecaade2017_134r, sigradi2016_560cc, acadia15_47b1, caadria2016_579l24, b569, 27ed, a4f2, ecaade2014_186g47, caadria2015_086f13, ascaad2014_011z5, 9897, ecaade2017_051r, caadria2015_124b20, ab9b, 0b6a, sigradi2014_345d10, f596, dff7, caadria2016_167g7, 4751, ecaade2015_138a28, d29b, 59ee, acadia17_670kk, 1c28, d1ba, acadia17_177j, ea6a, ascaad2016_018n7, caadria2015_030e4, 8800, ecaade2015_221w48, 546d, dc40, 2cd8, 31ce, f270, 7999, 0121, acadia17_38tt, 96a4, e225, acd5, 9466, ecaade2015_261j58, cbec, 7edf, 9e7e, sigradi2013_100e, 2b65, b465, 647f, fe33, 678d, 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c0e6, ecaade2016_166g47, 01d6, 625e, ecaade2015_33m6, acadia14_135u, 5953, ecaade2016_007c2, ijac201715203j, 84a7, cdc8, caadria2016_663n28, acadia14projects_199ag, 3b6a, e639, ecaade2016_006s1, d7da, bfdc, decd, sigradi2013_194, b664, ascaad2016_038t14, c11f, 5f93, 1e06, a8f5, b744, acadia17_81l, ecaade2015_317c69, 3f1f, b588, f74e, 318a, caadria2017_015s5, sigradi2016_654ww, 32c7, 9b37, d160, 404f, 7387, c31b, ijac201614102t1, 1e33, 31f7, 311b, fd29, sigradi2015_4.219i7, cbe0, 08a0, 2bfb, d37a, ecaade2016_224g60, eeb9, ijac201715102cc, cf7e, ce41, 5f92, ecaade2014_071d17, f543, 1935, 12c7, 1aaf, a0c2, 0154, d268, 351b, e4ae, 0f5d, caadria2016_003f1, ijac201614402l1, f4ef, 30e7, ecaade2016_217d56, 3cba, 25ed, 47f3, ecaade2017_033z, acadia17_169a, 01a1, 4d3b, 7ffb, a41a, ecaade2017_291dd, 1c15, 5725, 36e3, dec9, a949, 3b3c, e55d, bb8f, b8e2, 65ff, caadria2016_197p9, 8e92, bdb8, 3390, 91de, 67e8, 386e, ecaade2014_133l29, 6e48, acadia14_135o, 3db9, ecaade2017_033x, 8b69, 15d9, 41da, ecaade2017_076x, 2c2e, ecaade2015_268f59, b358, sigradi2013_342r, 05ba, 4177, 719a, 060f, 932a, 09aa, 04ca, aa62, ad0f, e734, 95f0, sigradi2015_2.162r1, ecaade2017_091b, b7d0, bbba, ecaade2015_205w44, 27f8, e0e4, 8714, caadria2017_185y44, acadia15_284y11, 24e4, e8d0, 96c7, ijac201715103g, 1c02, 00b9, acadia14_427al, 51a1, d1d8, cf9e, 5e66, caadria2017_183n44, 59c1, 4119, ascaad2016_038a15, 5588, sigradi2016_512c, b781, b779, 54f3, 3668, 3d05, 564a, 3c8d, f795, 2f6c, acadia15_343x14, acadia17_70gg, acadia14_627ax, 9ecb, 6c28, f320, a251, b666, caadria2015_142k23, 76e5, 359e, acadia14_579d, f95b, 684f, ecaade2014_168r41, acadia14_579m, acadia17_202l, 3717, 43f9, e35c, e4de, 9cc3, 8959, sigradi2013_311, cb4d, 6a71, bd3c, 0a1d, 1a70, b2ca, 7ccb, c77c, 64fa, 134e, 7bc7, f636, ijac201614402k1, 44c0, b9c9, 8b4d, 6d56, 639c, ecaade2017_077pp, ijac201614403e2, 9b47, 32ea, sigradi2015_11.34y23, efec, d0f0, 236c, 8d82, cb40, cb12, c100, a7da, a32c, 02ad, acadia14_247l, f7fd, b982, 4db5, 47cd, acadia14_479b, 27df, 2d69, b875, 470b, ijac201412302r7, 2cb3, acadia17_178q, f3ab, f4e7, 468f, 45a3, 0b62, 874a, 6239, ecaade2014_173b43, ecaade2017_308bb, 4270, d9cb, f345, 18ea, 5546, f6be, sigradi2015_3.268l5, acadia14_671u, acadia17_670ee, 7d52, 9ad8, 2263, bf15, 195a, ee4d, 9ac2, 1a28, 0ff4, 98b7, ecaade2014_092g22, 3366, 8ae7, b346, ijac201715106b, b41c, 8dcc, ecaade2015_155k32, a080, b9b3, acadia14_247t, 25e6, 228e, 1c55, 9d15, d0b9, ecaade2014_128s28, acadia17_222b, ed26, 5078, a1ab, ecaade2017_013ll, 526c, 727f, c142, 217a, ef92, 7eef, b99a, 2b37, e430, 1d18, f33e, acadia14projects_479s, 536c, 31ea, bfb1, 0e76, sigradi2013_183r, 63cc, ef4c, 5e77, f350, 572a, d8d6, 9450, 04fc, e515, 276c, acadia16_98h7, acadia17_349s, 99fe, ijac201715102x, ebf6, 8f8d, 3609, 8bc3, ijac201412306w2, 0804, ecaade2015_140f30, ijac201412303d9, 2d4e, caadria2017_142j37, 6bc5, 0b48, ascaad2016_038d15, 875b, acadia17_360a, f207, 9a4f, 900a, ecaade2017_006pp, ascaad2016_028o11, fb94, acadia14_473ah, caadria2017_145c38, 5aa5, ecaade2017_117dd, acadia14projects_115ai, b9e5, c7ec, acadia17_339vv, c24c, 8ff9, 6f44, c7c6, 5e8a, f272, f980, f941, 7692, a7c4, 42d2, acadia14_63af, 3d30, acadia15_161w5, b542, 0c33, 84c0, 0b75, 210f, 47e9, cc0b, 13eb, 5bc1, 947b, ad95, 1cc4, sigradi2016_484k, 4709, 48c8, f586, 3fa9, 3a2f, 1817, b364, ascaad2014_022d4, c8a3, 1f55, 95ee, 1c0d, e77f, c8d4, caadria2015_087e14, 2e60, fadc, sigradi2013_387u, 72d1, ecf2, 1e96, 44f5, ecaade2015_284o61, fef8, 9d1e, ecaade2017_293ss, 559c, 751d, 202a, 27b7, sigradi2014_192o6, 7c28, dc86, ecaade2016_002d1, ce9a, ecaade2014_153w36, ecaade2015_319g70, 49dd, sigradi2014_128z9, ijac201412405k8, 7a59, e9d5, ecaade2015_113s21, 05e0, 3049, 967e, 8c7c, 8627, a3c6, 8f0a, 2bf6, acadia17_318a, acadia15_357v15, acadia14_671l, 53b8, 3155, c3f8, 0b5e, 836b, cf70, d4de, a36f, af74, ecaade2013r_015r8, f1eb, d9a2, ecaade2015_286c63, c272, ab16, caadria2015_014s2, 032b, 84a8, 3d47, ascaad2014_033h1, ijac201715101c, aee1, 61d3, 7195, 9f05, caa3, 5462, acadia14_291ap, 92f3, 16e2, 08f6, 21d5, caadria2015_064v7, 4cd5, baa5, e8f8, 3c97, b435, 1df8, a59a, sigradi2015_5.384m7, acadia17_91d, c