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 ecaade2013_024
authors Jabi, Wassim; Grochal, Barbara and Richardson, Adam
year 2013
title The Potential of Evolutionary Methods in Architectural Design
source Stouffs, Rudi and Sariyildiz, Sevil (eds.), Computation and Performance – Proceedings of the 31st eCAADe Conference – Volume 2, Faculty of Architecture, Delft University of Technology, Delft, The Netherlands, 18-20 September 2013, pp. 217-226
wos WOS:000340643600021
summary In this paper we examine the potential of combining 2D shape packing algorithms and evolutionary methods in the design process. We investigate the ways such algorithms can be used in architectural design and how they may influence it. In the first part of this paper we introduce the theoretical framework of packing algorithms and genetic algorithms as well as the traditional design process and the nature of design problems. In the second part of the paper we introduce a software prototype that tests these algorithms in two contexts: the preliminary design of a shading façade pattern and the design of commercial housing layouts. The aim for both experiments was to generate optimal configurations based on user-defined criteria without resorting to exhaustive search. Several lessons were learned that point to the potential of evolutionary methods in architecture as well as the limitations of such methods. We conclude the paper with recommendations for further developing this research project.
keywords Evolutionary design; genetic algorithm; packing algorithm; scripting.
series eCAADe
email jabiw@cardiff.ac.uk
full text file.pdf (4,950,387 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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sigradi2014_030y1, 3e89, ea6c, 14aa, 24aa, 0ead, efb4, ascaad2014_021c4, ecaade2014_057s14, 3baa, 3f5d, 33fb, f03b, 74c2, 45bb, ecaade2013r_002x1, 6c1c, 699e, c74d, 3ff6, 5e3e, ecaade2014_152i36, 3314, ca97, 9e72, fa3e, 2513, 41f2, ecaade2016_166k47, 3827, feb1, 5e42, 0060, c71f, 8ea2, cdbc, 4289, 2683, b2c7, 6436, f505, f044, ecaade2014_233y59, 3fcf, sigradi2015_10.267r20, 91d6, 8de4, 969f, acadia17_100r, ecaade2015_297f65, 2605, ijac201412405x8, 13a9, ecaade2017_156z, 2489, 1564, 331b, 748a, cb93, 6912, 0a62, 2017, 5ae8, 1801, ecaade2016_162i44, ijac201513203k7, fd1f, 20e2, 7871, caadria2015_213j33, d090, d810, 52b7, 9bce, 5495, 323e, d6cc, sigradi2015_6.42a8, caadria2017_048p15, 99c0, 21d1, b944, acadia14projects_267o, b2e5, 0d38, f093, ecaade2016_015w3, acadia17_231aa, eeef, 84ce, ebc9, ecaade2015_21w3, cba0, c039, 2175, 13bb, 20c4, 84c2, ed87, caadria2016_797m33, 83d8, 5259, 5d35, d017, acadia17_472mm, d2a6, 0a82, ijac201513303p11, 7c3e, 4dfc, 4121, a742, 8b3d, fef2, 3abd, f736, 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ecaade2014_233n60, 38f2, 3a9d, ecaade2014_186b48, a384, 5e30, 606d, a282, 4938, 64cf, a302, acadia14projects_43ae, ecaade2014_218u55, ascaad2014_007a4, 7165, e016, 1c26, 8386, 83f5, ecaade2014_018t4, ecaade2015_164r34, caadria2017_183i44, 09bc, c732, 4702, 97c8, 57ff, 5687, 6e61, 00f4, 135b, sigradi2014_213m7, 12d5, d899, bf16, caadria2017_185o44, 4822, cf8a, caadria2017_004j2, 2201, 3a44, 6322, ijac201715204tt, 098e, 4130, 5923, f4a7, 6fc1, sigradi2015_5.384m7, 148a, fe7c, ecaade2017_112yy, 03c5, 7243, caadria2017_005j3, e501, 672b, 1352, 3df9, 6bad, c938, 4f62, 76c8, 34d9, 72f5, 9e39, b79a, caadria2016_851u35, 496d, 9cca, 1e8c, acadia17_222aa, 1c03, f93d, 014d, 8632, sigradi2015_sp_8.284m30, acadia17_350ll, 4d3a, 6052, e706, ecaade2017_006y, 7732, 5caa, f6a8, d75a, 60d0, acadia14projects_699k, sigradi2014_313f6, ascaad2016_045h18, bac0, 4fac, ijac201412402m4, caadria2017_003f2, acadia17_138e, caadria2017_051l17, sigradi2016_595ff, 2103, 9e99, 6f73, 59e4, 29d5, 191b, 8f6f, 09b8, bc5d, 8667, acadia14projects_75d, ecaade2013r_015n8, 6127, 05c0, fc99, caadria2017_135f36, 9ddc, 4718, ascaad2016_057w22, 20ab, 55c5, 7ee0, c5dc, caadria2015_087e14, ecaade2016_067k16, 93b0, 3d1d, sigradi2015_1.320i1, 469e, 92b0, 97d2, 6974, 8be4, a51e, 58be, 0c91, 2b17, 26b8, cff3, 0096, 07ee, 0427, caadria2015_203e29, 0923, 6fbf, 08e1, ca18, 9b73, acadia14projects_619au, 74a7, ca70, 85e1, c081, 1b37, ecaade2017_057l, 6f00, f91f, ecaade2013r_014k8, 390c, caadria2016_683f29, 5170, 5e94, ecaade2017_076cc, 64c7, 771d, af23, b95e, sigradi2013_117o, 01c5, 3a41, 57c4, 51a3, dc9b, add4, ecaade2014_109t24, 8016, 359e, sigradi2014_293w4, 4b5f, afe6, ecaade2016_ws-dheritaget67, 215d, 8780, acadia17_501pp, 710d, acadia17_669p, 92fa, ecaade2017_023x, 0a5e, 5c50, 691a, 350b, 083f, a2ca, 50c1, 0115, 0a8e, acadia17_582nn, f21e, 95c0, 8a3d, d720, acadia14_101af, caadria2015_087x13, 48f6, e75c, f848, caadria2017_016k6, 44b9, 7fbf, ecaade2017_199kk, acadia16_318m19, 1d79, caadria2016_851j36, ea4d, f1b8, 148d, a88e, 2e5a, 175e, 8053, 3c3c, e0a3, 6b6c, caadria2016_881b38, 850b, 5ddd, caadria2015_081m12, 9145, ecaade2015_319a70, 0a8c, b6a2, acadia15_513z22, a0b6, ijac201412403p5, 7097, 52c3, 8014, 238d, caadria2016_281k12, a914, 42db, 9d04, b503, 2c38, c3a2, 0076, c59a, 2810, c64d, 8f12, fca8, acadia15_161n6, 420b, acadia14projects_101v, 7e1a, 16a1, 028d, caadria2017_182n43, d823, 133f, 0e52, de88, bcf6, 0410, ijac201614403j2, caadria2017_142v36, 17bd, 5702, 978f, a138, 567d, 7d31, 27ce, 0202, 9f7a, c6ee, caadria2016_415y17, c322, b31f, 8d17, 1f57, acadia17_660i, fcd5, fc02, b9f4, b9dd, bd25, acadia16_154f11, 6362, 0f10, ecaade2015_293x63, 2910, 6ac6, bc42, 68e1, 33fe, 8b89, 0724, 1fe0, f853, cfaf, a1f2, 701d, 65cf, ecaade2015_55m10, e7f9, e276, e317, 1eae, ijac201614307z4, ecaade2017_122xx, caadria2015_061b7, e96b, 9fce, 03f1, 779d, 06dc, acadia17_284r, 6352, 1f1c, be5e, 0b3c, sigradi2016_484h, 0397, 37ec, ecaade2017_077a, ecaade2017_051u, 02d8, 226f, 3f45, c9bb, 3406, 083d, 75ec, 8669, acadia17_18b, ecaade2017_215wr, 0b98, bb44, c4e9, acadia14projects_219e, 44fb, e939, 7420, 0075, 6d6f, 0400, f670, cd74, 8515, 0041, f6c8, 20c2, fad6, caadria2016_641r27, sigradi2013_401t, acadia17_648v, bb2f, 3239, ecaade2017_249c, f6f6, b540, caadria2015_023y3, caadria2017_005d3, 8770, 468c, 1204, 8261, 7434, ecaade2014_155a38, f631, 2725, b290, 1e28, 1d13, caadria2016_177y7, 79f5, e435, f8e8, d944, 34f2, 9355, 11cd, 9635, 64cd, 224d, 3abb, 4411, c838, 2863, 8aae, 781c, 073e, ba4e, 9c28, d0fd, acadia15_311k12, 13a5, 4ac7, acadia17_482aa, f0f7, 9c47, ascaad2016_038j14, ca40, a692, db4a, d9ae, 2805, 6abb, b424, e311, 24b4, b8ae, 1ab6, 059d, ecaade2016_238j63, 25dd, 6ff4, f880, aa91, acadia17_266bb, 3300, c309, b2dc, e656, ecaade2013r_002i2, e0d5, 2547, 0e7d, d59c, ecaade2016_062g15, c6c1, 4381, b802, 121e, 8a24, f903, 84fe, 47d4, acadia17_154ss, f8e7, 566b, 5631, 7c4b, 7216, 7d1f, caadria2017_101g27, eb78, 5345, 713a, f933, 7a4b, 655a, 0f54, 817e, caadria2017_104x27, acadia17_482z, 4d99, ecaade2016_077v22, 9ec7, 0b34, a3df, c285, ecaade2016_225z60, sigradi2016_595ii, f6b2, 91ff, da65, acadia14_531v, 5625, 5a80, 2e3b, b779, acadia17_366t, fca3, 73ed, acadia14projects_219f, 71ec, 08d6, 81f3, acadia17_170j, c993, bcf8, 3f41, ijac201412203d2, 2258, ecaade2015_278o60, ecaade2014_239u61, eb69, 4c16, 3b7e, a6b6, b568, ecaade2016_068i18, 4f12, b864, d284, ijac201614402o1, 4692, acadia14_189a, ecaade2013r_009k6, ecaade2017_306t, 7694, ijac201412203c2, ecaade2016_023j6, ijac201412404t7, 4e80, 64b3, a7de, sigradi2013_52h, 1363, b642, d6c9, 5c49, e21d, 8b8e, bae9, 9fe6, 6150, c498, ecaade2015_307o67, d89f, 5d33, 4df2, acadia14_167aa, 6552, ecaade2017_255ww, acadia15_185n7, 9e5d, ecaade2014_138r30, 8ce8, acadia14_177u, 0bc6, e9b7, ecaade2016_067x16, 2bb2, 4e6f, 313c, 8f7f, 5a74, 8504, ecaade2016_ws-dleadm68, f830, da4b, 93ed, 1194, ecaade2014_072m17, 4330, d771, f901, 9159, ascaad2016_047v19, 6607, 53e4, 76e4, ecaade2015_285k62, 4dba, ascaad2014_023y4, 1652, 6cb6, 26e5, f115, 4ca3, sigradi2016_431y, df7f, acadia16_88u6, ecaade2017_142yy, f7d1, af5c, 174e, sigradi2013_158d, 0806, ffcb, 6acf, 374f, 2f1f, 2a09, 2a18, ecaade2017_124g, cd06, ecaade2014_168y40, 570d, 6101, cc45, f7cf, e3ab, ca7b, 767c, aef2, ecaade2016_002d1, 9b48, 32cd, caadria2016_003b1, de0f, bca5, 3635, cd59, f026, d723, a639, ascaad2014_026y6, bb1e, 793f, 800b, 914f, acadia16_154h11, e070, acadia17_511d, 5945, 0758, 3455, 39ba, acadia14projects_301a, 6da1, caadria2017_023x8, 0e58, 76b1, 9716, e46d, ddc4, ascaad2016_022z8, caadria2015_084e13, 4045, 0a42, 21e2, ee74, 9c44, e008, 0a0f, de27, 541c, 071d, 5a86, 3b9f, acadia15_223f9, ff8a, acadia16_332z19, 7172, 0418, f90d, 3de6, 861d, ce35, 9efa, acadia17_137nn, 95e1, 65ab, 14bf, 8de6, d841, 216f, caadria2017_123m32, ecaade2016_120g33, a61e, 3932, f0de, b695, 79a4, 0846, 3358, 6d30, fa76, acadia14_47h, acadia16_326u19, c6d9, 7925, ecaade2014_145f33, ecaade2017_161c, bf20, 252c, 6c00, 6a02, 1a49, 39aa, d0e4, c6b8, 7526, ijac201614104g4, ecaade2016_098b27, acadia17_446gg, 6325, 77bb, sigradi2014_330r7, 2777, 2c0c, ecaade2016_071a19, 21d4, 6ccc, ecaade2014_184k46, 5f5b, 2612, 7b6a, 69b5, da10, ecaade2016_079o23, 7eb7, acadia16_154g11, 6175, 060b, f9ee, ecaade2014_138d30, ecaade2014_149y34, c351, 2956, 4372, b069, 29a0, a268, 229f, ijac201614405v3, caadria2016_445a19, ce23, ecaade2015_237d54, ijac201513105c5, f5cd, f654, ff35, 7f16, a161, c3e4, d58c, sigradi2015_8.41w10, sigradi2013_274u, 2e51, dc8f, c20b, e989, c304, caadria2017_001g1, c7d3, 85bd, 842d, f205, 9253, sigradi2013_226, 8ca2, 8fd3, c301, 0d82, 448a, 94ee, acadia14_389f, 33bd, 49f8, a270, 3414, ijac201614309i6, 2b30, 44cb, caadria2016_601h25, caadria2017_029j10, 0686, e932, caadria2016_673a29, acadia17_358ll, 1935, a70a, 03f6, 6ed6, 3bdc, 36dd, 347f, 244c, 81d1, ecaade2016_171c49, cc0d, 811f, a202, ijac201412405b9, 399b, 6f38, b4df, 40ae, 2645, c8ef, 79c7, fd7c, 69eb, 9d71, 6772, 6861, c90e, 0f93, cb5f, 324a, ecaade2014_052w12, acadia16_414b25, 2bb5, d3f8, a675, 37e2, a269, caadria2016_497e21, fd43, 2090, ecaade2015_237a54, d5ec, 62fd, b108, 5309, fe23, 95e6, 8953, 897a, 7e92, 73b7, ijac201412204e3, d686, e2f0, 3b0f, 3b2d, da71, 05f2, a652, 9b25, 603e, c700, acadia14_627ak, ijac201513201d6, ecaade2016_170y48, 632e, 47ab, ijac201715202w, 726b, 2b69, 34a7, ab2b, 9893, ecaade2016_062d15, sigradi2015_sp_8.326b31, 7f0b, e73c, 3f1c, 3b89, caadria2016_209x9, 05b2, ecaade2015_21r3, c2fb, 8400, ba2b, 919d, e7b7, ijac201412303j9, ecaade2016_127a35, sigradi2014_178m5, 19b8, 3816, 4201, a762, 3d60, acadia15_357w15, sigradi2015_6.387k9, 463e, acadia14_291al, acadia17_350y, d6c0, 1422, c96f, 1160, e243, c821, ascaad2014_017p1, 3540, 3278, f5af, acadia16_344v20, 6c40, 4845, 6f2f, 38fa, 66f0, 8352, dc20, 2c72, sigradi2014_085h8, 3bb2, f684, ebd4, ecaade2017_264d, 1f3e, aee7, 3a2d, 4eca, 0a93, 9b62, 0d2e, a693, 761f, 58b7, d8ba, eba2, acadia17_424nn, 2880, 6aed, 4d36, e0b2, 8a05, 3907, ijac201412203j2, 1b68, 20bb, sigradi2014_084y7, 3c17, acadia17_82i, 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ecaade2014_215f55, 90e4, 190c, eeff, 2471, 2506, acadia17_658yy, ijac201715103xx, 8056, d6cf, sigradi2013_313s, acadia17_178ii, dcd7, f01d, eeeb, e67a, 90f2, sigradi2016_446k, 6741, 518b, ecaade2015_207f46, 6ff1, ab6f, e16d, caadria2015_114o18, acadia14projects_655af, ecaade2016_023x6, 0688, a2f4, aaf3, c3bb, 9bd2, 79dd, 3cc1, 93f0, 1e62, ijac201715202uu, 9357, caadria2017_016l6, ecaade2017_051z, ecaade2014_079w18, 8aeb, 06b6, d2d3, 7b5d, acadia17_154u, 10d7, b531, ijac201614204k9, a9a2, f3ff, 2655, afe7, caadria2017_046t14, 5fe7, e3a1, 4571, 9467, bf24, c707, 8a13, 1fe3, ecaade2013r_004o3, ecaade2017_229ll, 5d5a, 826d, 36b9, 8671, 4161, 0880, ecaade2017_203ff, 2868, f483, 5acf, 8eae, sigradi2016_590r, 6c8c, 9d55, d653, b544, ecaade2016_130c37, bd97, 6f95, caadria2016_851h36, 03e3, aced, 8ea8, sigradi2014_197v6, a5ae, e455, 3a36, 49ee, ecaade2017_143p, bf10, 1a8f, 733d, 80c6, ecaade2015_170m35, ecaade2014_052b13, 51ee, dd4c, 531b, f11b, 26b9, 1eaf, 54f0, 1a00, 892b, 40e9, ecaade2014_084r19, 1e95, 67c7, acadia17_473zz, 4798, acadia14_497ac, 6076, 57bd, fd15, 3fa5, 3ddc, sigradi2015_sp_11.303r31, acadia17_560o, d115, ecaade2017_124r, fb99, cdbb, ijac201412204s2, 1997, sigradi2014_169t4, c160, c8e5, acadia15_323f13, ae52, 6f88, acadia14_463f, 4b35, b4c5, 65c9, a8f6, 9244, ascaad2014_037l2, e9b4, a305, 2347, e589, 3917, 1ab8, caadria2016_311e14, e957, c7ea, 3bbc, 42f3, acadia17_318a, ecaade2016_132v37, cd13, 35e6, acadia15_323e13, sigradi2014_201e7, 1f9a, b761, 6060, a621, acadia15_161a6, f7d4, 1ee1, 5f6f, caadria2016_167e7, bbc4, 73de, bd6b, 0a39, sigradi2016_400m, ecaade2014_105x23, f512, a9e0, caadria2015_087r13, 4f3b, ascaad2016_013w5, aebd, caadria2017_136s36, f9f8, fdc4, ecaade2016_002e1, 5151, 85e0, aef6, 139d, d9f3, babd, 47fe, acadia17_330uu, 3685, 5a8d, b39e, 5d23, acadia17_660l, b3bd, 0e36, 4011, ecaade2016_080w23, acadia14_463i, c39d, a250, 5e25, ecaade2015_297a65, 108e, c201, a4fd, ijac201715203hh, 683b, 1890, e920, 7731, 5b3b, 4b8c, 8229, 3872, 9c01, b89d, 3133, cb6a, f801, ecaade2017_294b, 25b4, 2e9b, 9d52, f471, sigradi2013_364u, 8a30, ae16, cc31, ecaade2017_208j, 2261, ecaade2014_168x40, ijac201513104i3, f5d5, ijac201614202a8, a697, 0d9a, sigradi2014_314l6, sigradi2016_426d, d7db, 93b7, sigradi2014_214e8, a66b, 651e, caadria2017_124l33, ecaade2015_285u62, 8826, cf14, 7b82, d95c, e6fe, c7b7, ecaade2016_154j42, e114, a169, 1aca, 06fb, 4c1f, 5197, d0c0, ijac201715202m, acadia17_163kk, acadia14_655ac, 8907, 95fd, 87f9, ascaad2016_050b21, a392, 35de, 2d0f, 9a12, ascaad2014_019f3, 1a0e, 4b1f, 3408, ecaade2014_186g47, 432c, d59b, ascaad2014_010o5, sigradi2015_12.297j28, 79cf, ijac201412408k1, 3680, fffb, acadia17_282ii, e8b0, 9b90, 0b7e, 6541, 7031, 9669, ijac201412303b9, 3dc9, d4aa, e20b, acadia14_91r, 302e, 69cb, ecaade2014_016a4, 25c9, 902e, 9fef, c97b, acadia14projects_33an, 267c, a33c, 7ee6, acadia17_92t, 6bf5, e854, 2b91, 137b, acadia14projects_357ax, 65ce, ijac201412404f8, eb5f, 1177, acadia17_562q, caadria2017_118i31, fc6f, ecaade2016_118b32, 5792, ijac201614403e2, ecaade2016_108r29, 6050, caadria2015_102a16, 877b, f51e, a34c, ecaade2016_147p40, 3c27, 3200, 4e91, b461, f661, 4899, 9f11, c2e4, acadia14projects_103af, sigradi2016_430n, ecaade2016_224r59, fe16, b84c, 2a67, c0cc, sigradi2016_590n, ecaade2017_066s, caadria2015_031r4, acadia14projects_101as, 3b0b, f71e, ecaade2015_248x56, 7f49, acadia14_43ac, ascaad2016_044r17, 4674, 802e, ecaade2017_156y, dbf9, 6821, 18b4, 1455, 7d75, caadria2015_061e7, acadia17_640cc, 4568, acadia17_248xx, 513d, aba8, d9e2, d7fb, 8b7d, 5e89, efc5, b0c6, b160, 32d3, 08d0, f612, 975a, ed40, acadia17_366p, 0956, 62b3, ecaade2017_143f, ecaade2016_067s16, 1f44, ecaade2015_37d7, 8b2c, 17b1, ijac201614101c1, ecaade2017_305e, 2667, 5c5c, 0ae1, 7615, 5018, 0f27, b547, 1a7a, 361b, ade0, 7131, fe97, 3c8f, ecaade2017_059tt, 169c, 32ee, d195, sigradi2014_303g5, 6b99, b5cc, 31eb, acadia17_324u, 76a8, 5304, 9515, 7e61, ecaade2016_102f28, 6f09, 3a11, acadia14projects_281aa, ab87, 3e24, ecaade2016_075y21, 4542, bed7, 75fa, c3cb, ecaade2013r_020r10, 0f04, caadria2015_016l3, da64, 669d, 6d88, 4712, aa9f, 747a, ecaade2014_206l53, 9bae, fdba, 1f87, 7fda, 1f86, 842a, ijac201513101d1, f417, 1b08, d887, d439, 7f35, 7e99, ecaade2015_196t42, 6569, 446e, cc05, 6dcb, 1d6b, dbf2, b7d9, e7ee, caadria2016_777y32, 75c3, 565c, 587b, 63a9, 9a0d, ecaade2014_224v56, db8b, acadia17_608q, acadia17_230uu, acadia14_23au, 7fc4, 34ad, 4e1e, b168, b496, 1a7f, 6003, a34f, 0844, a913, 5533, 5b06,