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 Caldas, Luisa G. and Norford, Leslie K.
year 1999
title A Genetic Algorithm Tool for Design Optimization
source Media and Design Process [ACADIA 99 / ISBN 1-880250-08-X] Salt Lake City 29-31 October 1999, pp. 260-271
summary Much interest has been recently devoted to generative processes in design. Advances in computational tools for design applications, coupled with techniques from the field of artificial intelligence, have lead to new possibilities in the way computers can inform and actively interact with the design process. In this paper we use the concepts of generative and goal-oriented design to propose a computer tool that can help the designer to generate and evaluate certain aspects of a solution towards an optimized behavior of the final configuration. This work focuses mostly on those aspects related to the environmental performance of the building. Genetic Algorithms are applied as a generative and search procedure to look for optimized design solutions in terms of thermal and lighting performance in a building. The Genetic Algorithm (GA) is first used to generate possible design solutions, which are then evaluated in terms of lighting and thermal behavior using a detailed thermal analysis program (DOE2.1E). The results from the simulations are subsequently used to further guide the GA search towards finding low-energy solutions to the problem under study. Solutions can be visualized using an AutoLisp routine. The specific problem addressed in this study is the placing and sizing of windows in an office building. The same method is applicable to a wide range of design problems like the choice of construction materials, design of shading elements, or sizing of lighting and mechanical systems for buildings.
series ACADIA
email lcaldas@mit.edu
full text file.pdf (587,795 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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ecaade2015_21d4, caa9, 6864, 4a96, sigradi2015_sp_2.112l29, 239b, c753, a38c, ac4b, ac82, 6279, d415, acadia14projects_247v, ecaade2014_120i27, 75ad, b46f, ecaade2015_196w41, 23e7, acadia17_163bb, 6719, 0001, 2c6f, 4265, ecaade2015_301w65, acadia14_609ai, 6fa8, 454a, 8037, caadria2017_074m23, 39e5, c6c1, 5ac5, a964, acadia14_473af, eceb, acadia17_658a, bad2, 099b, dd02, dba3, 2cfc, 0869, a01e, 8a7e, ecaade2014_239k61, 39c6, 3331, ijac201513303v11, 28d7, acadia14projects_479as, c892, 3e02, 62e7, 124a, c48c, 118b, 1643, 8fe4, 1e3a, 0251, 8a57, 8790, 63e4, ijac201412302t7, 6d08, 6c0a, 067b, 6ab9, 51d2, 61ee, d405, 9eb5, 8a10, sigradi2015_5.384m7, 99dc, 1993, af73, 40cb, 7dd4, 8ad5, d0c0, bff7, 9344, 7470, d946, 8a87, 269e, c218, 0a77, 4bde, c203, 3131, 6405, bab1, acadia16_72j5, fe02, db74, 99ae, sigradi2013_375, 6b16, 74aa, c65d, f050, ecaade2017_173uu, fb85, 3ae8, 5977, e8fb, 0a9e, 19cb, 68e0, ecaade2015_261f58, df54, 1595, 12cb, 6b38, ecaade2013r_003t2, 001c, 2229, 38db, acadia14_267h, 9292, ecaade2015_206k45, 28bc, 2d0e, 44df, 32f4, 35b2, 0a11, 411f, acadia17_290i, 98df, 0851, 72b7, ed0c, b129, caadria2017_104s27, ecaade2014_089x21, f0ea, c922, 3497, 7424, 37dc, 1716, 43fd, 929c, 152e, 14f9, 771d, acadia17_222s, 840c, 1f42, 2aa8, bab9, 087e, cc69, caadria2015_030m4, 98e7, 00e3, 491b, 87d7, b188, a857, d988, ab7f, ea26, e361, 4f4a, a21d, acadia14_23az, 8172, caadria2017_043i14, ascaad2016_038u14, caadria2015_176u26, ca68, acadia14projects_375az, ecaade2014_224b58, 1f49, efe3, 95f7, d6a8, d55e, 5b84, c0d7, 5408, ecaade2015_83f16, bce7, de0c, 71a1, sigradi2015_sp_2.112i29, a8a6, acadia17_364yy, 169d, 8e82, 5aa4, ijac201412408h2, e2d5, 21fd, 77d2, ecaade2015_233v52, 5ae3, aac4, 8f1e, 730c, ijac201715201u, ecaade2015_158j33, caadria2017_124a33, sigradi2015_8.163e12, 5278, af2e, 021a, a7f7, caadria2015_114z17, 2ac5, 7925, 632d, ecaade2014_080g19, c10c, ecaade2015_194x40, b633, b8a3, ecaade2016_075b22, ecaade2015_74m14, 96e5, 9edc, 59b9, b882, 8bfb, caadria2015_031n4, a1cd, 0de4, a67d, ecaade2016_243z64, f4c5, sigradi2016_479cc, acadia14projects_453g, ecaade2016_042k11, f9fc, db81, da45, b22c, ecaade2017_210s, 8b5f, 18c5, sigradi2014_144w2, caadria2016_497b21, sigradi2013_158t, e17f, db8b, f199, c5bc, ba44, ecaade2014_057n14, 8839, acadia17_28q, c8af, 0f12, sigradi2015_6.42z7, c404, sigradi2016_815jj, ecaade2014_146s33, 55d5, 26c9, 9ccc, ijac201412307h3, acadia16_372d23, 2717, d826, acadia17_473vv, 10db, cd93, 6741, ecaade2017_105nn, 714e, b929, ecaade2017_029s, c561, 2798, 7db7, 2be1, 12fa, e9d8, 2b35, ijac201412407h1, 51d7, 475d, cddc, e7c8, 6196, d15d, 8165, b210, aecb, ecaade2013r_018f9, dc67, 5b47, 0dff, 043e, e976, caadria2017_063c21, 5c76, aaba, a7eb, 66e0, 1444, acadia14projects_365al, 295c, ecaade2017_008p, 9840, 4105, 21f0, ecaade2014_070p16, da02, sigradi2013_41h, c4d2, ecaade2016_224h60, 603b, a610, 2e40, 8229, sigradi2013_343i, aaca, 0427, 19b1, 787b, d437, ecaade2015_17t2, a47e, 9036, d396, baca, 8504, a51b, 08ed, cf87, 49c8, caadria2017_030v10, sigradi2014_232u8, 9c33, 87a7, cf7d, 18e6, 76eb, 8b4c, ecaade2014_198v51, d09c, 4a0f, a65e, ecaade2014_221k56, 9f92, ijac201715104z, sigradi2014_141s2, 31f0, 58f0, 9c66, 249f, fd88, e6c7, acadia14projects_291aj, fc7e, 5f79, fddd, a70a, ecaade2015_301u65, ecaade2015_138v26, 0d99, 00af, 255a, caadria2017_096a27, ecaade2017_046c, 08d6, 1d7c, 0cc8, acadia14projects_115ag, 912c, 8d6a, 2feb, acadia17_590xx, 85ff, 32d5, caadria2016_797z33, 7587, d8fb, af22, 2bf0, ffd4, 74e2, 9bef, 9e36, 0727, 98ed, d06e, ecaade2017_203xx, df34, d436, c102, acadia15_185u7, 867f, 0b56, a0e4, a2ce, 8df9, 127c, b6a3, 22e8, a2f6, sigradi2015_10.309e22, 3bae, 444d, bb13, caadria2017_124j33, ijac201614207x11, 4771, acadia17_82t, c393, da74, e2c4, 1880, acadia17_92n, 6506, 689d, c6af, 6677, a2ad, f3d5, bfca, 658e, f89c, sigradi2016_732o, ecaade2014_220h56, 0371, 617d, 510b, caadria2017_062u20, 3abb, 3e30, acadia15_161n6, 922d, ea38, 42d3, ecaade2016_128i35, 507d, 9c86, 2667, c73d, 2cbc, 5c73, 7372, sigradi2014_238y8, 1d2c, 0996, ecaade2017_212hh, ecaade2017_309a, 8815, 2b23, ecaade2014_149l34, 2501, 0077, caadria2016_549i23, 9172, 4442, 2efd, d9e3, 8cbf, a3e1, 271c, 515c, 16a8, 4791, cfcd, ecaade2015_287n63, ecaade2017_044rr, 904c, ecaade2017_157pp, sigradi2016_595mm, c174, db7c, d2c1, acadia16_270c17, ecaade2013r_001j1, 59c4, 1a6d, b48f, 727f, a470, 8496, ecaade2015_297s64, ecaade2015_115a23, f6ca, sigradi2013_263, ecaade2016_130d37, 5fd6, b471, 5941, 38a7, e9fe, ijac201614205t10, 215e, c6c8, d955, 0cdc, 707e, 27b1, 36e2, 4c00, 1b40, 0ca0, 2621, 41d5, acadia17_349s, 6462, 34ff, 9fa2, caadria2017_040j12, 4cb8, 5006, 4395, ecaade2017_006uu, acadia16_12g1, 6703, 0f71, db40, e5c6, ijac201614104x3, 100b, ijac201412403x6, 3943, 74fe, ijac201513101m1, b3e4, ijac201513102v1, 8368, a5e2, acadia17_637xx, 5827, d835, acadia14projects_699o, e0b4, 2ca3, 2e55, acadia14projects_71v, acadia17_446gg, b485, 3b83, ecaade2015_138t29, 49f0, 05df, 638e, 66af, a35f, 9b1a, 19e3, 1455, fb9d, d4a0, 1c7e, ecaade2017_124k, 2e15, sigradi2016_534kk, 74f0, 749a, ecaade2014_214v54, ecaade2016_016f4, 34a7, 641c, 0b9b, cd8c, ijac201412204u2, 0b6f, c0fd, d0e0, 0e63, ijac201513205p8, 7824, 1336, sigradi2016_807mm, cf17, 970f, ecaade2014_012u2, 969a, 7d62, 5ff0, 5de9, fe60, 0913, a878, 29b6, f05d, d8ba, dc89, 40b2, a1a6, 934a, 78b6, 27c7, 374c, 292f, 98eb, e5bd, ascaad2016_039k15, 5acd, d5d8, ecaade2013r_010t6, 74d0, a620, ecaade2017_277vv, 4afd, ecaade2016_105d29, f203, f88c, 4103, 680e, e514, 3eac, acadia17_640ee, e13b, d840, acadia14_101y, ecaade2016_023n6, acadia15_95f3, ab75, ab99, 586e, 8e67, acadia17_570aa, ascaad2014_017s1, 30f6, b7f0, d44e, 1799, da26, 67bb, ccdc, acee, c533, ecaade2015_233h53, ecaade2017_215yr, 1329, acadia14_479ap, ecaade2016_152z41, 1763, ascaad2014_017v9, 1e26, 8e7a, 47b7, 958e, 9262, c290, f451, d287, cb88, 858a, 79b5, 0a36, ecaade2016_072n20, acadia14_375j, c9f0, 25ed, 1a59, 943e, 4179, sigradi2015_10.309t21, sigradi2015_9.141f16, 8370, 452d, f7da, ea2e, d85f, 4607, 98bd, ecaade2017_098pp, e1c0, 523a, fc94, bfdd, 9508, ecaade2014_072g18, affa, cb98, f232, 6162, 3214, 1e3b, 2eb7, sigradi2014_172v4, d290, acadia17_628tt, 2365, 7f40, ecaade2017_189tt, 185c, acadia14_219ax, 7013, acadia14_579ay, 05c1, 9f17, 906f, sigradi2013_195, 9fa9, 462a, 5172, 655e, bd8f, acadia17_390ff, 04b7, c0b4, f249, 1800, 2fd0, c4eb, fe2e, 5d75, caadria2015_084y12, caadria2017_085b25, acadia14_601v, 7f55, ecaade2016_089c25, 04ca, ijac201513203k7, ecaade2017_169uu, 8978, acadia14_389e, ecaade2016_199x52, b8b3, 9d08, 84e5, ijac201513201j5, a040, acadia15_185l7, ijac201412302d7, acadia15_110g4, d439, sigradi2013_407a, caadria2017_174r42, 2ce3, e191, 4ea5, 9559, acadia17_292x, aeb2, b0fa, 6887, a0cd, a581, 1bc4, 19a9, ijac201614402z1, ecaade2016_157a43, 9830, acadia17_560h, 64e9, a045, sigradi2015_4.219l7, 5ccd, 1c76, f7c0, 121a, 0c2d, 78a1, 70e5, dda8, 2b8d, 9022, cfa5, d6ba, 4561, ea05, 32c0, bf82, dd31, 8493, 4205, dd08, 2922, fc1d, ed35, 749c, 78ce, 11b3, f258, 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