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 caadria2014_071
authors Li, Lezhi; Renyuan Hu, Meng Yao, Guangwei Huang and Ziyu Tong
year 2014
title Sculpting the Space: A Circulation Based Approach to Generative Design in a Multi-Agent System
source Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 565–574
summary This paper discusses an MAS (multiagent system) based approach to generating architectural spaces that afford better modes of human movement. To achieve this, a pedestrian simulation is carried out to record the data with regard to human spatial experience during the walking process. Unlike common practices of performance oriented generation where final results are achieved through cycles of simulation and comparison, what we propose here is to let human’s movement exert direct influence on space. We made this possible by asking "humans" to project simulation data on architectural surroundings, and thus cause the layout to change for the purpose of affording what we designate as good spatial experiences. A generation experiment of an exhibition space is implemented to explore this approach, in which tentative rules of such spatial manipulation are proposed and tested through space syntax analyse. As the results suggested, by looking at spatial layouts through a lens of human behaviour, this projection-and-generation method provides some insight into space qualities that other methods could not have offered.
keywords Performance oriented generative design; projection; multi-agent system; pedestrian simulation; space syntax
series CAADRIA
email caroline.li.1992@gmail.com
full text file.pdf (745,828 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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8128, 3f6d, b76d, f16b, bdb2, d138, 6dc5, ca04, 9344, b99f, eb91, 78b0, cd54, 0f93, a7fb, 3c35, 25a0, 4b59, sigradi2013_305, 0a62, e587, sigradi2016_817f, caadria2017_048t15, bca1, sigradi2014_085g8, cf0f, 3159, c31f, 13ed, ecaade2016_223r58, b6f8, a068, 7318, a599, a9b5, acadia14projects_565w, ecef, 268b, ascaad2014_015w8, 869a, ef63, 9513, 2521, 06cc, 0f9b, 1992, e8e6, 4d77, f969, ijac201513306e13, c01d, 5c39, 04fc, 1a53, aa8e, ascaad2014_005a3, acadia14projects_189ar, 6f67, ecaade2016_120h33, acadia15_497g22, a8c6, 0179, bf8f, sigradi2014_305l5, acadia15_343v14, b265, 6d63, aea8, 7736, 0ad3, c466, acadia14projects_135o, ascaad2014_023w4, 7c42, e5c5, 4da4, 656c, 16ac, 3ece, df11, 8c88, 4edc, ecaade2016_191b51, e554, b60f, 5212, 315b, d083, 2f31, de7b, 993e, 2322, acadia14projects_63an, acadia14projects_579m, 28fe, ecaade2016_166j47, ecaade2015_206o45, 7bec, cee0, b7ba, 86a4, a29d, ijac201513306b13, ec2d, 9035, acadia14_435av, 8395, 1d3d, dde3, fddc, e60d, 973a, f1c8, 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acadia16_140c10, c4bd, 658d, 87b7, fa76, 44c1, caadria2016_045d3, e89c, 4f3a, 9e15, sigradi2014_178i5, 408e, 4654, 084d, d3df, 94ce, caadria2017_028g10, ecaade2015_55u10, sigradi2016_517o, 5c56, 70b3, acadia16_470c27, 703e, b453, dfe0, eafa, e161, aa85, 3182, bd27, a972, 7c80, fd00, 879f, fe9d, 72ec, 96bf, 4e46, a9fd, 50a6, 71a5, ijac201614408k5, 6246, f67b, f425, 2fcc, f9fc, ascaad2016_003u1, df01, 22fd, 02a2, ba41, 22d5, caadria2016_033u2, ecaade2015_48m8, f1a3, ecaade2016_162o44, 6dd2, 35e9, 6519, ecaade2014_233f60, f6ed, 8a98, 67f6, e9a3, 5773, 48fa, sigradi2015_6.341w8, sigradi2014_197s6, 70c0, acadia14_579h, f7f0, caadria2016_177x7, ascaad2014_005b3, sigradi2016_710mm, ascaad2014_020s3, b262, 086e, c1b3, ecaade2016_188j50, caadria2017_185v44, 943a, ecaade2015_77y14, e1fb, dc7e, 8051, c1bd, ecaade2015_15w1, cd22, dca5, ecaade2013r_005o4, e756, c14d, ecaade2015_136p26, 723d, caadria2017_163u40, f314, c2b7, 91a2, a9ad, ijac201412407u9, 1fcd, 87b1, caadria2017_023x8, facf, b45b, 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160c, fa4f, 9459, bcab, 6883, cfb1, 815e, e467, b751, 3de1, caadria2017_101f27, 875e, 78de, 02c3, 372f, 4774, 4438, 8c01, 8d4b, c3ac, 9bee, 8c1f, 9ec6, 5560, sigradi2016_602m, e60a, 181c, acadia16_184j12, 6d0c, 99fd, aa06, 017f, c3a9, ecaade2016_025b7, 76aa, 7cd3, 1582, f1d3, 0e4b, a928, 97ad, b40e, 1e66, dbe7, d2ef, 98f5, 1c2f, 44f4, 9d2a, 8ae4, acadia16_106m8, 5efc, f86e, 262f, acadia14projects_565ai, a3ee, ecaade2015_301d66, 6c73, 5fae, b873, 8fd2, 9a17, 25ec, 9bc8, 4087, 8646, ecaade2015_301t65, acadia14projects_111m, d218, 56c5, e8a8, b344, ed36, 8d62, 2f7d, fef9, 0639, c0be, 622b, 4ff9, f323, 2319, ecaade2015_48e8, e032, c385, a255, 3714, b5fb, ecaade2014_071b17, 00cf, 8897, sigradi2015_10.144u19, e429, d6a3, ecaade2014_030l8, 173b, e675, 5a10, 67bc, cdac, acadia14projects_375h, 5ad2, 28ba, ecaade2016_083b24, ed5e, ecaade2016_230n61, sigradi2016_777aa, 2166, 9c0c, efa7, caadria2015_130v21, e0a8, 4931, 1dad, ascaad2016_007p3, c48f, c352, 8c2f, 1584, 0bf7, 0197, c185, ijac201412408x2, bd59, d9d4, sigradi2016_655j, 4cc7, 5dea, 5344, ecaade2014_163x39, acadia14projects_579l, 4990, 39e0, 4b6f, 86ed, ascaad2014_003w1, 2662, 665d, 1f3d, b257, caadria2016_291o12, sigradi2016_803q, ef35, cbba, ea63, 5cae, 18d6, 51f5, 3e43, 4f02, af17, f329, 51b7, 0a89, 31cf, d98e, ecaade2016_237h63, 6347, 2b87, 52d6, 8d3b, ce9f, 25b0, 9d78, sigradi2015_sp_3.85r29, ecaade2016_147r40, ijac201614208k13, acadia14_301g, 2958, 9e09, fa5a, 7252, 749c, 86a3, acadia14_375d, 5864, a6dc, 0bd4, f62b, 25b4, 1237, ecaade2016_215x54, 63b7, acadia15_223i9, acadia14_627a, d71c, fd2e, bd96, ecaade2015_103m20, 9566, 68bf, 8a82, e51e, 2159, 818f, f1e7, 5a79, 2644, 0d49, d6ab, 2b6b, a5cb, 05f8, cd47, 3323, 2b04, caae, sigradi2016_484yy, sigradi2013_342k, f596, a6b0, caadria2015_108v16, 9fe9, ad72, ecaade2016_119z32, e2ea, 3fbe, 7670, 691e, acadia14_153am, 2c25, 75d6, ed08, 8ba1, bcc1, 549e, cd53, f0d3, ijac201614307l4, 19f7, ccc9, a017, 617b, ascaad2014_023v4, 6718, d30f, 6dab, 7f38, 907b, ecaade2016_015u3, 7310, f99d, 7125, 2fac, cd97, b91f, f6ad, c17d, caadria2015_031s4, 6666, ijac201513302y9, eb63, sigradi2013_414s, 39c4, 57c0, acadia16_352x21, ecaade2015_91c18, c2f4, e29d, b502, 46eb, 11b0, 9b68, cde5, f7c6, 32b6, 4111, c9fa, ecaade2015_200k43, 5bcd, sigradi2014_042n3, ijac201412408l1, 1a34, aae8, sigradi2016_448x, 0b1c, caadria2016_851w35, e8f7, caadria2016_861v36, c950, af44, 8760, 3ab9, 7b29, ijac201412204k3, 53f8, caadria2017_174d42, acadia14_601ah, efe1, 23bd, 6a3f, 710e, a880, 701a, 99bf, 1f76, 343d, 02c2, sigradi2014_282n3, 0ca0, ecaade2015_138d27, 3200, caadria2016_105b5, sigradi2013_271p, ec67, acadia15_443x18, cf38, 9272, fbc4, 93c9, acadia15_323f13, 0c86, 90ca, ecaade2016_123x33, 29d2, 317b, ecaade2015_227t50, ijac201412307f3, 892c, c642, caadria2015_178y26, a1c1, 785b, ecaade2016_098b27, ascaad2016_004s2, cefe, 60a3, sigradi2016_752rr, 181f, 2611, 1cde, 7cfd, afd6, 671d, a7fd, 6ed4, 9cc7, 9029, e031, 0da6, 286f, fe00, 013a, sigradi2015_2.213v1, bfba, 1f44, 92b2, 6266, ecaade2013r_018i9, 938f, 378a, 6194, 1142, 87a7, d14b, 8634, d4a3, 6a03, a7c9, caadria2017_015p5, cacc, 6624, 9935, cb00, 4e3c, 0b82, 5ae3, 3e85, d006, c521, 6313, 34d1, 9876, b8e5, 72e8, ecaade2016_078n23, 69ec, 13cf, 3adc, 3cc8, 45be, 8e26, caadria2017_074e23, 895f, 250a, b440, 274c, 8fc2, ecaade2016_bkol65, 6c22, 29c9, 3fa4, 4ed6, 3718, 792b, cc96, c9cf, 34fa, 0bc0, 2f71, acadia14_53m, 4857, bc7c, ecaade2016_152o41, acadia14projects_539b, fb72, f67c, a05b, b2a3, 1603, 57c1, ed09, 2347, ijac201513203s7, 399f, acadia14projects_435ap, 101c, e55d, c13d, 20c3, c4b6, 9120, caadria2016_291c13, e75e, fb6f, 84e3, 6f54, 05d3, ecaade2016_099h27, ecaade2014_009b1, 498e, f9b1, e3b6, a568, ijac201412302l7, 7c0d, 7d9d, e25f, 2bfa, 48ba, 8cd7, de9f, 20c5, ecaade2015_155u32, caadria2017_158y39, sigradi2013_95, 1e8f, 5440, dc76, 8490, ecaade2015_206c46, fad1, 527f, 271d, caf0, ac5f, 96bd, e73a, 1331, ecaade2015_15y1, 4cd9, 11d9, 4bba, 710c, daf2, edbd, 81fa, e4c9, 30c7, f089, 767f, 7117, 148b, c40f, c15b, caadria2017_182u43, sigradi2013_286i, sigradi2014_074p6, 0cf3, ecaade2015_284p61, acadia14projects_189ap, f10b, 2c8d, 912c, caadria2017_054f18, ed4d, acadia14projects_63aw, acadia14projects_479l, 68ca, acadia14_463z, 6774, 4847, 8b03, ecaade2016_161x43, b594, 7a1d, 56a0, 33af, e06e, dc0c, 49db, b5b2, acadia16_344o21, f039, 923a, 0b7a, c09d, caadria2015_208t31, caadria2015_142i23, ecaade2016_105c29, 0654, 24ad, ba93, 962f, f42d, abfe, acadia16_488u28, c7c0, 5351, 831c, 402b, acadia14_549o, 8fb1, acadia14projects_33ah, ijac201412407e1, c028, f730, dd9b, caadria2017_174x42, 729a, ba17, b34b, 2a19, cd36, 12a8, d31e, 6df0, 5cd0, d725, 44dc, 984f, 8970, 05b0, 0ae7, 0513, d517, caadria2017_123d32, 9969, 4238, b878, 5502, 433f, b21a, 0b66, ascaad2016_028u11, abb5, ijac201513305g12, sigradi2014_201g7, 81f4, sigradi2015_10.309b22, e106, ae54, 7842, 717f, e6da, 8793, 1161, ecaade2015_317p68, fb77, 36d1, 97b6, aacf, 1bbe, 48e6, f1af, ijac201513101p1, sigradi2016_399a, aa16, 24a4, 1d9c, 97dd, c8e4, 5fe9, 81ad, sigradi2014_080j7, 3c9c, 1803, 81b3, 0a70, 9b40, 0dc9, 58af, 8ce2, 27b7, 37b8, 28e6, sigradi2016_515m, 0676, 65cf, sigradi2016_614u, c023, ccae, 3904, b97e, d438, bfa6, sigradi2013_138o, 7b51, 1d4b, 5d9a, acadia14_135j, ecaade2014_112c26, 2040, 82bb, efa9, a2d5, ascaad2014_001d1, 7ed8, 2b73, 7c53, 5b27, 346f, sigradi2015_8.47e11, acadia16_394h24, 4268, d6a0, fe42, 5a35, ba35, c7a8, acadia16_24t2, ecaade2015_144x30, 03d4, 4e0e, 4a0f, fd51, d35f, acadia14_247l, 055b, 518a, e6ce, b94e, 436f, b393, 6a76, 0c40, sigradi2014_108b9, 2c26, aed7, 970f, e729, ecaade2014_180r45, d296, 1a1b, 4bcd, 2361, a7ff, 3dbb, c7fc, 1773, 7477, 38cc, cf31, c2d6, 3872, sigradi2016_815w, bbe8, 5f15, 7223, afd9, 90da, 0cb7, a2e4, 5342, 0382, caadria2017_163c41, db2f, f541, 9ba5, 948d, sigradi2016_450tt, acadia14_291an, 53d7, 6c70, caadria2015_084y12, f4c2, 7d0b, 98f7, 3740, ecaade2013r_001c1, 1d6d, acadia15_185m7, 5c77, 9d63, 5de2, 25a3, d3e3, 0160, 79f2, 3c8d, 69fd, ea4e, 4034, 6433, 0b26, b794, 07d5, 07e9, ascaad2014_015u8, 4ede, 75d7, 37fd, 23f8, d5ba, 5c63, ecaade2014_156h38, a5b7, d607, 9c55, 8c30, ijac201412404i8, b62e, 5eb0, 3bed, f556, sigradi2014_015h1, 6a59, 683d, 62c5, a145, f399, d0c5, sigradi2013_330d, a6aa, 2bd1, acadia16_34f3, f52a, dc0a, bb38, 7fd8, 7990, 55c4, 7422, 38e5, c436, ecaade2014_220d56, 4d1b, ed99, 199d, c131, acadia14_589d, acadia14projects_63ac, eee0, 60e7, a128, 9a40, b209, 0c05, acadia14_301ay, caadria2016_673c29, sigradi2014_341e8, e4a8, 557b, 4f8b, ijac201614105v4, 12c9, 483e, 21da, 7f86, a6cb, 0667, 2162, ecaade2014_180m45, 1de2, 9c32, 93f1, ecaade2015_280a61, 7805, 89ea, 3a0c, 26fd, 4010, ba33, ecaade2016_071s19, 27c1, b288, sigradi2015_6.151g8, 0a85, d3ad, 2db9, 4eb3, 2da9, acadia14_247v, 4f03, 5393, 5503, sigradi2015_10.309o22, a46d, a000, 07d6, caadria2017_002k1, 0fc3, c92a, ascaad2014_017k1, 1187, 322a, 5113, ecaade2015_64a13, aa74, 18b1, f807, 8266, 3f69, caadria2015_078d11, 1e91, ascaad2016_023u9, 0c0c, caadria2016_559b24, ascaad2016_014g6, 2763, 039b, caadria2015_213y32, 872b, 6ecb, 8f71, cf2c, dc13, 0d12, 2d7e, 04d9, acadia14projects_101aj, b7ad, 9215, 087b, 1dca, e1fe, 3dc4, caadria2017_123m32, 6520, ijac201614307o4, 6136, 51da, 16a7, 5f48, c867, 588b, ec17, sigradi2015_6.327s8, 1b18, d7da, c340, a80a, acadia14projects_135k, 5a66, 6d0d, ecaade2013r_014c8, ecaade2015_164z34, ecaade2015_293e64, e833, 29b7, 46af, 6ce8, fc53, f3f4, 3217, 5de8, 8dfa, 5062, face, 61b5, f4bd, 8c7e, 0f7c, 0be6, 1363, af5e, 017c, 75d1, ecaade2015_139d30, d1c8, acadia14_229i, 1d1e, 498b, sigradi2015_4.52n6, 8b80, 2a0f, dc26, b115, ecaade2016_025e7, 1518, ecaade2015_211z46, df3c, acadia16_62i4, caadria2016_115l5, 31c7, a5c2, 76b4, 81ec, ff52, 246d, c7f0, sigradi2014_137l2, 2161, f2b6, 42ec, 64b3, 0680, d316, ff03, e80a, ascaad2016_043j17, df42, 0c83, 05c4, 30b5, acadia15_232p9, 681e, 9d86, caadria2016_055p3, bb5d, 7843, 03ca, ab1a, ecaade2016_073x20, f275, 7400, 1caf, 4aba, acadia14_655ad, a45d, d8a2, acadia16_236h15, 5a6b, 4a1b, 512f, 5c6c, ijac201614208r13, caadria2015_172b26, caadria2017_135h36, 4305, 436b, dd20, 007d, d3da, 96aa, 7cd8, 9b2b, 385e, 2618, caadria2015_210i32, 0568, 3727, 57f9, ijac201614102r2, 3073, 915a, 7106, sigradi2013_271n, b9c7, 4f06, c116, 808e, 3c6e, bfb6, sigradi2016_420uu, 9c69, 4820, 2904, 351e, bdbb, 5367, 36ed, 7ba0, 03f3, acadia16_224l14, 16ab, d4ef, 7b5f, e00f, c5e1, fe24, dc04, a177, 6cb6, ijac201614301b1, 278b, 94ec, a742, 87b9, 5597, b2cf, eb57, acadia14projects_463v, ac83, ed4a, 3cad, c03c, 957e, b3d2, ascaad2014_037l2, f1f1, ad71, c80d, sigradi2015_11.34u23, acadia16_244r15, 0253, 4ea7, 7f52, 3b2b, 3e39, 8dc7, 3bde, 0e89, 7385, 76e1, 5d86, 66fd, fd8a, c246, b800, ascaad2016_033e13, 794e, eaae, 0e19, bf23, 5c28, acadia16_236i15, ijac201513102v1, 2a05, d6c0, a348, caadria2016_539w22, 46be, c821, 156a, d4aa, 82d6, 4285, 7278, 3297, 85e9, 92e1, fb27, 8660, 5d0c, ba15, ecaade2014_066p15, ed9d, c154, 803f, bee4, b1be, a381, sigradi2014_201e7, 8e84, 9de1, 0fac, 1c2a, 58c5, 1745, 208f, ea0d, acadia14projects_539aw, ecaade2015_158w33, b9cb, 7cd0, 9eb0, caadria2016_579t24, 3648, 233f, ecaade2015_38j7, c944, c3e5, a7db, eec8, e65b, e7ef, 4503, 7da2, 53e0, 472b, 7896, 5437, acadia14_539c, bd6e, c171, 19ca, ecaade2016_075h22, caadria2017_086j25, 1691, dd36, caadria2016_861e37, 33f7, 177a, d957, 302f, b80d, ecaade2015_92y18, c18b, 1ae7, 2f65, 9b48, ecaade2014_199y51, 15f5, 06eb, 6dfc, 03b0, acadia14projects_153ay, ijac201412405r8, 0c3d, ijac201412404n7, 44f7, 3a7a, ecaade2016_046o12, caadria2016_395v16, ecaade2015_202c44, ijac201614303e2, bf90, b137, a574, aa82, 9a8a, ab44, d96c, 1cc5, 2e17, eb8c, 9932, caadria2017_118u30, 3d65, 1160, 670c, caadria2016_611g26, 7ce8, 6c34, 1d83, c0d9, 3ccd, ijac201412301e6, caadria2015_067k8, c121, 91db, 2178, 0d67, b408, 1552, 2470, ecaade2013r_004s3, 8f76, 3dfb, 6ad7, 00c0, 3dd3, 9819, baa3, acadia16_98f7, ecaade2016_016j4, 28d4, caadria2016_861i37, ce41, 2297, 996e, ecaade2016_130n36, 7f4b, c194, 65cd, 9ab4, 4698, f58d, 9f40, dd47, e904, acadia14_43ar, 4673, 3be2, caadria2016_435m18, 8b4b, 70de, e536, 13c8, ca46, ecaade2015_229a52, 642d, sigradi2015_6.387h9, 2203, 248a, acadia14_53o, 7abd, 5175, 42a9, aa55, acadia14_63au, a6bb, acadia15_469k20, ee89, caadria2015_190j28, f883, e096, d067, 4fef, 21dc, acadia14_463g, a7ee, 248e, b1bc, 765a, 8a3e, eb4a, 16ee, 7cd6, fc31, 31b3, 3f5f, 60d9, b46c, 95fb, e676, f84e, 8787, bcfd, fb3d, dd8a, 1a1a, ecaade2015_217h48, cc81, 3edf, sigradi2014_282p3, 127c, 18e3, 4408, f2ea, bdcc, acadia14_601ac, 625f, 1ebb, 0410, 745f, 922f, bfd7, ijac201614403m2, 0eed, ee1a, fb21, acadia14projects_145r, 0fb0, caadria2017_190a46, 9930, 2b08, 934d, e5ef, 405e, 2e81, 4bd2, 7c49, 63d8, d8e9, 5809, 38cf, e347, e4fb, 1aa0, 1c0b, 1403, afb7, e61e, af70, 15b3, ecaade2015_82z15, d6ba, af77, fe87, ae6b, 22f6, c813, c507, ae16, 96b0, sigradi2015_11.196j26, fa7f, 0fda, 4910, cf72, sigradi2016_595ff, e33f, 5c88, acadia14_91t, 03b5, ecaade2015_113o21, ijac201412301r6, 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