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 Gero, J.S. and Kazakov, V.
year 1997
title Learning and reusing information in space layout problems using genetic engineering
source Artificial Intelligence in Engineering 11(3):329-334
summary The paper describes the application of a genetic engineering based extension to genetic algorithms to the layout planning problem. We study the gene evolution which takes place when an algorithm of this type is running and demonstrate that in many cases it effectively leads to the partial decomposition of the layout problem by grouping some activit ies together and optimally placing these groups during the first stage of the computation. At a second stage it optimally places activities within these groups. We show that the algorithm finnds the solution faster than standard evolutionary methods and that evolved genes represent design features that can be re-used later in a range of similar problems.
keywords Genetic Engineering, Learning
series other
email john@arch.usyd.edu.au
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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7750, a3f0, d572, 9e44, 1f37, 7218, 380c, 9a69, 50b8, 9316, 8f37, 58cc, d08e, 0319, f46a, 2782, 784c, bdc8, sigradi2016_558s, b970, 5131, sigradi2015_2.162r1, 0f36, 33be, 1258, 4a80, ecaade2015_143m30, e27b, 8300, caadria2015_226y34, 4dd6, 2f4d, ecaade2014_186l47, ecaade2015_53m9, c92d, 5750, 1978, e01c, f17d, e884, 1c23, 306f, 07db, 141f, ecaade2015_53u8, sigradi2013_54n, ecaade2014_140r31, b4a8, ecaade2017_212pp, 742e, 62f6, d05b, ce72, ascaad2014_004n2, 39f1, ijac201614305l3, 061a, ecaade2014_159k39, e68c, e588, c891, 604c, b67a, 4aa8, a60d, 67e7, 0ffd, ce99, ecaade2017_269e, 4b80, ecaade2016_193t51, 745d, ecaade2017_214u, 5544, 479b, f739, 19c7, ecaade2017_118ee, ecaade2017_052hh, 99ac, a807, 2088, c3db, 8f7d, 150b, 206a, d841, acadia16_72h5, ecaade2017_214m, eea5, acadia15_469s20, 49b4, acadia14projects_219a, 5c18, 7478, ecaade2015_87x17, 2d47, 3bb0, 663b, ffea, f58d, 09d1, ecaade2014_014c3, 7b07, ed42, 2a59, ac9e, 5cfe, ba25, 5f33, d3de, 23a4, fb6e, 41da, caadria2017_183c44, b918, 7514, caadria2015_203g29, ea72, caadria2015_188u27, 8bc5, 6d59, e63f, 97b0, dff0, 59c1, ec49, 0fe6, 3669, ijac201614105l5, 18a2, e3a8, d8ba, 9579, eab9, f8cb, a0bb, b1f9, 36c4, 99be, 92d2, ascaad2014_001j1, 257e, 8b79, 1b5e, 139c, 04b3, 5ac9, 68a1, 64d8, 5064, caadria2015_073j10, 7101, e9d4, 8ac0, f321, sigradi2013_429z, sigradi2013_414, 04b9, 4f70, 7768, sigradi2013_112b, 26f2, db27, 99b0, cdf4, f301, 0e87, b824, 11c4, 322e, ascaad2014_024t5, d310, c179, a3de, ecaade2017_157nn, b196, 48cf, 7b7d, 5e24, ijac201412301e6, b5e4, f6e8, e3eb, e133, 54cc, 2377, 3070, 90b5, 687e, ijac201614303r2, 6798, 9546, 95f1, 4cee, sigradi2015_4.219u6, fe39, ijac201614208g14, a0b2, a331, 4c21, ijac201513303s11, 6783, 2e01, f388, 73ef, 787f, 8ba2, sigradi2016_590i, 7854, dc52, 231f, a66a, ecaade2015_100l19, ecaade2014_072z17, 106f, b048, 0b9f, 490e, 743d, cb10, e7ee, b5db, 24e4, 3b2e, ecaade2016_193n51, 2738, a444, c7f9, ijac201614302f1, 984c, 8570, 075a, ca18, 2bde, d678, ecaade2014_163a40, 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312f, 4e56, 7a48, acadia16_372z22, d141, 7073, 8c92, ascaad2016_038p14, caaf, 9b22, a42c, d2a9, 764c, ecaade2016_190v50, c144, 7291, 466a, 238a, 6ffd, ecaade2014_225n58, acadia14projects_247s, 6211, ea30, 6520, aa29, ecaade2014_153o36, af91, 0b53, sigradi2014_109f9, ecaade2014_010e1, 2f80, b3f3, 940c, 8071, 9a34, 8b2d, 993c, f315, 5e84, 9ce1, ijac201614207g12, 7cae, 8d64, 383f, 87fc, ijac201614309o6, 4531, 948f, 3d26, 6cab, ae82, 5fa8, ecaade2017_274w, d375, 4a15, 5de2, ab5f, 6bcb, ecaade2014_038y9, 066c, 6b63, fe4d, 546e, 3ab2, ecaade2017_268gg, 5b51, e5db, 7971, bc22, fa5c, 3c4c, c682, 5cbd, 1738, sigradi2014_281j3, c461, 9649, 6e52, 982f, b118, e92a, 4c3e, f1f8, 45ff, f682, ecaade2015_77w14, sigradi2015_8.264l14, 3d96, bff9, acadia16_140j10, 0c90, e8e0, e680, 8d40, 1f79, ecaade2017_152ss, sigradi2016_484uu, 954b, e2fe, dcd0, 1f5f, acadia14_719i, 0f1c, 2260, 3088, ecaade2017_011ii, c60a, caadria2015_114r18, e221, 42a0, 2c24, 73e3, 651e, a27d, 8c01, ecaade2014_140s31, b18a, 6ee9, 7e2c, f943, ecaade2017_008e, d891, 7d6c, daf0, ecaade2014_053s13, 6119, d55b, 0353, 9919, 30cb, e3ca, 2e2d, ecaade2017_157ff, c8f6, 3c2b, 1a2c, 0fc3, acadia14projects_145x, 50cf, a4d1, ecaade2016_210d54, ecaade2016_068f18, 32f4, ecaade2015_317w68, ecaade2014_194b50, 0d83, 3491, ijac201614104f4, a1c0, 83d8, sigradi2013_342t, a4e0, 48ec, d935, 3fc1, 9ab1, d92f, f494, f504, ecaade2014_206n53, b434, 1126, af5a, 4308, b994, 1f56, d5da, 2c4a, 25e5, 01c3, b5ec, 8421, 9f99, df53, caadria2017_145c38, 0699, 9b47, 1843, 0d7c, c47e, aca4, 61df, 5f53, caadria2017_009z4, 0660, 8ab9, 9e9c, sigradi2014_032b2, sigradi2014_345z8, ecaade2014_176f44, 6488, 1f4d, a1dc, 3dc7, 69f8, 3034, ecaade2014_239j61, f528, 57f3, 1dc0, e1b7, 0356, e285, 9914, b1ea, 31f6, ecaade2014_157i39, d673, 9bd1, ecaade2014_088i21, d6fc, 1dee, acadia14_661k, bf8c, b4b4, ecaade2014_162t39, 4ace, acadia14_167z, 8ead, 78c6, 5ffc, b00e, c101, af77, 19bc, 2bd3, caadria2017_095e26, sigradi2015_10.74t18, acadia15_407j17, caadria2017_145a38, 448a, ecaade2015_92p18, acadia16_12c2, 5745, e2d5, 70f7, 28cc, ijac201614305b3, 263e, 677a, 9398, 7810, 7928, 70f3, acadia15_69p2, 8f73, ecaade2014_038x9, 8f60, a5d9, ecaade2017_152oo, sigradi2013_226v, 0b0d, 9951, 33ff, ecaade2017_140ll, 98fb, 2e70, 7b1c, caadria2017_070j22, b07c, 8e56, 63d8, 2b2a, e83e, 5101, 4323, 6792, ijac201513205r8, f5a9, a917, b621, b856, 526b, e62d, caadria2017_107s28, fb8f, ecaade2016_ws-dheritages67, 289a, ecaade2016_225j60, b571, 7258, ijac201412408n1, caadria2017_125x33, f988, 7519, 999e, ecaade2015_230b52, bc1d, 2a5c, ijac201614105k5, 9844, 36e6, 0ed3, b705, cb0b, 0845, 7a0d, ecaade2017_002b, c49a, 9feb, ecaade2016_062i15, a65b, sigradi2014_330s7, a368, 9c6f, d8ce, caadria2016_291e13, 24e5, ecaade2016_151i41, 7709, 001e, f90c, 4b3f, ecaade2013r_010v6, 6fc0, de99, 4959, 20ad, 0e79, 3c8e, 10d9, 9848, 8216, sigradi2015_12.297h28, 1923, ascaad2016_042r16, 2f81, c4fa, 35b9, a8aa, 0cee, 948c, ecaade2017_305i, 8a73, d91c, 28d7, acadia15_417e18, 06ed, d025, caadria2015_203d29, 12da, ascaad2016_038l14, 567d, 1bfa, fba9, 62b9, a314, 1fbf, 9acd, 7c20, 6748, ecaade2013r_009e6, 4ee3, 8c47, 7021, e92d, c765, 490a, e96b, 1201, caadria2016_013k2, c3b6, 513e, sigradi2015_8.41c11, ecaade2016_140u39, 6c78, c535, 8886, ecaade2015_158b34, 340b, sigradi2016_777dd, 37c3, ecaade2013r_001d1, 9f3d, 6bae, eb5e, 8600, ascaad2016_042y16, 9801, ec04, 8607, 2972, 22ce, 3e18, ed5d, ecaade2015_53p9, c9b6, caadria2017_079c24, dce0, ea75, db10, cdde, 46f2, 8548, ascaad2016_004j2, 4d7f, ecaade2014_215d55, 5b31, 5878, 3333, 9a5a, sigradi2016_732m, 38c5, 7547, 6198, caadria2017_057s19, c02f, 392a, 290d, d72a, 5cd0, 1076, 88d4, 3f9e, 6e06, 126f, 8d4c, 81e9, 26ab, 5d26, caadria2017_015f5, acadia14projects_389aw, e32c, 029f, ecaade2016_169m48, acadia14projects_655aa, ecaade2014_016e4, 3b67, dfa5, a298, 173d, 4bef, 7223, feec, ecaade2017_129mm, sigradi2015_8.186x12, eeaa, f9e4, a256, c907, edd6, 76e3, c73d, 72b0, 88f6, b2a1, 6f82, 63b0, e7ea, 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