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 Balachandran, M. B. and Gero, John S.
year 1987
title Use of Knowledge in Selection and Control of Optimization Algorithms
source engineering Optimization. 1987. vol. 12: pp. 163-173
summary Computers have been widely used in optimization based problem solving processes to assist with the numerical computations. The widespread availability of symbolic computational tools and recent developments in artificial intelligence now make it feasible to expand the role of computers in this area. Various classes of knowledge used to improve the efficiency of the optimization processes are presented in this paper. A prototype system developed in the domain of multicriteria decision making is demonstrated. The system contains knowledge needed to select appropriate optimization algorithms, to control the solution process, and to select alternate algorithms if needed
keywords multicriteria, algorithms, knowledge base, systems, problem solving, optimization
series CADline
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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9e76, ecaade2015_318l69, 8873, 3954, sigradi2013_189r, caadria2015_012b2, caadria2015_218x33, 087c, ecaade2015_240z54, 0a8c, f4a2, c65d, d6da, f26d, e2b1, e1a1, a743, 6100, 41ce, ascaad2016_039n15, acadia15_343p14, caadria2015_202y28, ceef, cebd, 1ba9, b1ca, 7c19, 23ec, afec, 1c19, caadria2017_115f30, 0bb6, f1b2, 1946, 1a2a, 4b99, 3f3d, 7af4, d4b3, a099, caab, 57dd, f347, f242, cd33, 8e3d, 0992, caadria2017_101i27, acadia14_555i, e1e2, 4436, 0712, f903, 6919, 6ab0, f600, 989a, 8dba, 750f, 08ca, 3d23, f9dd, 958d, 8a54, b47e, ascaad2014_014t8, 22f7, 28fb, 5e1f, 4227, e5bc, 1a8c, c370, 2846, 830f, ecaade2016_223l58, a2b5, ecaade2014_224y56, 76c3, fcf8, 5c0a, ac0d, bdba, ffe7, 10cd, 73b9, 458f, ea82, 7aed, 1117, 1617, cd0f, cdb0, 7f0f, ac41, 3af3, a48a, c252, e4b6, fbaf, ba9f, 0ed2, c0a4, sigradi2016_381r, 1d21, ijac201513104h3, ee86, acadia16_184u12, 3032, sigradi2013_275b, 0c31, 931a, a137, 79ef, b104, ascaad2016_059j23, sigradi2015_sp_2.112o29, 1331, 75c2, caadria2017_035x11, a64d, 8dd8, c6cd, a3d0, 2d3a, 931c, caadria2015_213f33, d11f, 52c8, b218, 0b8d, 8fed, 2e73, sigradi2016_777ff, ecaade2016_013o3, 77a1, ijac201614203u8, c1f6, 3fd4, sigradi2016_647rr, ecaade2013r_020o10, 4320, ijac201614101e1, e7e3, ecaade2015_227k50, 428c, 2877, 466f, 62bd, 9f4c, ijac201412301o5, e5fc, 0085, 9741, d1db, 947d, ed6b, f171, f120, 84a3, 7995, 5af8, 52d0, d03f, 985d, sigradi2016_484g, d047, 3afe, 9a79, 9c0d, fb0f, 19eb, ed60, c83a, 835b, ascaad2014_021a4, sigradi2013_414v, af59, 01a7, 3416, caadria2015_114w17, fa57, ijac201513101e1, b4d7, b617, cdb8, ecaade2014_224y57, ecaade2015_248u56, 3f28, d6cb, 9c6a, 68fe, 247c, 4894, d6ed, 269a, 9fe6, 2e06, 1289, caadria2015_190j28, f5b6, 9582, e62d, b15d, 4c13, sigradi2013_285d, sigradi2016_560v, 5c6c, a29d, df54, 85c2, d4fe, bbce, 4690, 172a, e675, ascaad2016_036d14, 9739, 24a6, c4c4, 0720, 4444, 64d8, d4fb, 1977, 75a5, 67b3, acadia14_311v, b86c, 4bfa, cc31, 1855, 73bb, acadia14_339ax, d89f, caadria2015_126v20, 1ed0, caadria2015_188d28, 475b, 7a29, e092, 344f, d894, 88ed, 289d, 67cc, 616d, ecaade2015_138d28, 3b4b, ecaade2015_268h59, caadria2015_213p32, 0fff, caadria2016_819x34, 3443, 2148, 738b, ecaade2014_149h34, 1c64, 7893, f488, b665, 68f1, e036, 21e1, 785e, 9bcd, 5a86, 0a6c, fc93, cbeb, ec27, 0415, 6c90, f418, 01d2, ijac201412402b5, dbf4, d8e9, b63a, sigradi2013_370, d110, c9fb, acadia14_409m, acadia14projects_565h, e3ad, 179c, a47a, 4e52, sigradi2015_9.347s17, 29bb, 021f, a9b2, acadia14_479o, 4fe9, c642, 3335, 76c6, sigradi2013_158e, 73f9, 272f, caadria2015_208b31, sigradi2014_293v4, 51bd, 3a84, ecaade2015_217w47, 4212, acadia14projects_117e, ff4c, 9a11, caadria2015_181c27, edd1, sigradi2016_714rr, d57e, acadia14projects_565ae, ed55, d726, 068f, 6348, aacd, 1a51, a6e3, 50df, d384, cb82, 1720, 3252, f920, 5187, ecaade2016_127d35, ab86, acadia14_63w, 8795, bba6, 3d6e, acadia14projects_517s, 199e, beab, 7961, sigradi2016_507ss, d588, a32d, ascaad2014_020v3, 7553, caadria2015_002d1, 9690, fea0, a80b, c097, b40a, 1990, sigradi2016_467s, 5a83, 9ca6, c811, 30c8, 10c3, 6f7d, d55a, a40d, e695, ecaade2014_194a50, d4c5, a0df, 647d, ecaade2014_071e17, 17b8, ecaade2015_15a2, ecaade2015_21d4, acadia14_655aa, 1ce5, 5f7f, ecaade2014_011f2, 05e9, a1bf, 055f, 4e9c, caadria2016_249g11, 31fa, c20d, caadria2015_124h20, 3a1e, 873f, 8894, 14f2, 12e1, 9365, 0fc3, 3400, 35ca, ecaade2014_218t55, b4ee, 1a0e, b379, 9146, 495c, 1d27, b00e, 2a74, e8aa, ecaade2014_180l45, ijac201412405e9, 3d2c, 84ed, fb29, caadria2017_028z9, 85c7, cbbc, ccd2, caadria2017_046s14, 1dd6, 06fd, 77ba, 8cba, 57b0, 032b, 5bdb, ijac201412203h2, ecaade2014_024v7, e36e, 24ba, ecaade2015_17f2, 308a, a9d2, 0257, d16f, acadia14_75ay, df39, c6f0, c969, 479a, bc44, 871c, c38f, 6ea6, a008, e648, ascaad2016_007s3, d7e3, e3bb, b44c, 2ede, ecaade2015_329k71, d354, 2202, acadia14projects_357ap, bb52, acadia14projects_565ai, caadria2017_132o35, 659f, cbb3, e18c, 9eea, f0ef, sigradi2013_294r, ecaade2015_233i53, 9008, e271, 6cba, ecaade2015_320o70, c330, 5d9e, 38cd, 3e98, d3b7, a51a, de49, 601a, b300, 67e3, ecaade2015_130x25, 14fa, 4c50, d2b9, 81f9, b5eb, 9407, ijac201614406h4, sigradi2015_11.34x23, c013, b976, e46e, 766a, 9f49, 53bb, aa1c, 732e, df2b, bb57, ecaade2013r_007e5, 3028, 5fbf, 519f, a26b, 4cb7, 43b4, dcee, 0ccb, 5c06, d7c9, 6000, 94ce, ascaad2016_012p5, 1f23, c042, 7471, cb2d, c21b, d480, 5f7d, 269c, fe73, dca2, be04, fca7, 9b0c, 38be, b10a, caadria2016_301l13, a857, a545, sigradi2016_357m, 2878, 99eb, 0d09, 794e, ecaade2016_208x53, cc5f, 6c34, 19b8, 8149, 390c, acadia14projects_111j, 70b2, f28d, 5244, 5434, ecaade2014_186o47, a066, 884f, cd42, 7092, f957, a3f0, 29fe, d862, dc73, 5a70, 8908, b09f, ecaade2016_163n45, 621f, eb36, 4899, af94, 7007, caadria2017_185r44, bfa3, 529f, sigradi2015_3.11f2, 82db, c58c, f999, ecaade2016_213t54, caadria2016_013k2, bbb6, sigradi2016_659t, ad1b, a748, caadria2016_177h8, 3477, f35b, b51b, 589d, 8124, acadia15_323d13, d009, caadria2016_517w21, fb14, 65a1, 062c, 7786, 0323, 012c, ecaade2014_109u24, 6ee5, 168d, fbc1, 2235, b2fe, 9238, 462b, sigradi2016_363ii, e9ec, cb14, 8533, 58b2, 2822, 0142, 319a, 6180, 7cd2, 3999, 74ed, 6b49, 0a04, aace, f52b, 0624, c3c0, caf2, 3a97, acadia14projects_463au, 55df, b7b5, 59dc, b960, ff7d, ecaade2016_163s45, e49b, 73ca, ecaade2014_120g27, ecaade2015_237n54, 1cbc, bb49, eef6, caadria2015_014w2, a5ab, b603, ecaade2016_043x11, acadia15_69o2, 3dd1, 5cd7, 0206, e5ac, 07ce, 66dd, cfdc, caadria2017_145g38, 87a3, 7d33, 9dcf, 09ab, acadia15_110h4, 23e1, 89f0, c439, 6558, 7255, 8478, 9960, 2cd9, 95a4, e7c5, e959, d06e, fc8a, 7fea, caadria2017_002n1, 3504, 8b7f, ecaade2013r_012j7, 79c5, 0cf9, c654, acadia14_327c, 7152, sigradi2016_817k, 0cb6, ecaade2015_13r1, fce4, acadia14projects_63as, cbaf, 83f6, 9b9c, bcf3, 9923, 0d67, 1fb7, 5bad, 3385, ecaade2014_149s34, acadia14projects_281s, f320, b24e, e3e2, d6b3, 08ef, 7d30, 72c5, 807e, 9406, caadria2015_002b1, 5d70, ecaade2016_222o57, acadia16_78t5, 0c59, b448, 098c, 7c59, 9d39, 20fb, e8e3, 571e, 617f, sigradi2014_265v1, acadia16_214g14, 77c2, cb35, 1150, 1e7b, d18d, daf9, 9cf6, f5ec, acadia14_627ap, acadia16_34j3, e3c7, 1429, a875, ijac201412201f1, 4bf2, a1e9, fd6f, ecaade2016_067l16, cda3, b8be, efec, ecaade2016_216d55, 668c, 6117, 8b6c, ecaade2014_173g43, d55e, 205b, c8a9, f19d, 8b9d, acadia16_280u17, fad7, 1680, 30af, 4eb5, 659e, 6f0e, bcb9, fcc7, 68ca, b40e, cf43, e756, 6944, acadia15_483n21, e531, 2de6, 61ae, ecaade2014_226f59, caadria2015_190o28, 07c3, 44e7, 5f59, c0d5, 2caa, e7bb, 0864, 4949, 4c9b, 901c, c2e8, de2b, 47f0, b407, 5dcb, a8d9, 4138, 77aa, b270, ecaade2016_162b45, sigradi2015_11.136k24, 1be6, acadia14_75d, 84a7, 5c64, 23d6, d4f1, caadria2016_073v3, 63a2, 9946, cdec, ae35, sigradi2015_4.52n6, 70a9, 320b, 3db1, 3375, 11c2, ecaade2014_132k29, 8845, a7d6, b644, ijac201412302f7, sigradi2014_070w5, 26e6, fbfa, ecaade2015_227d50, ecaade2015_180b39, c05c, 98eb, 7e3c, 2ca6, 084f, 4544, 1630, bc80, 3f20, 451c, sigradi2016_490cc, fd20, a8b3, 8939, 295c, 27a5, e4b7, 3683, acadia14projects_671j, caadria2016_735u31, be89, acadia15_185l7, f900, 573a, c7cb, 8977, 9ef3, 59a5, acadia14_63ab, acadia14_565i, 38a7, beee, c5a4, e545, 776a, acadia14_719g, acadia16_224u14, 2d39, ecaade2014_080g19, c976, fe5a, 995f, 7842, a3cd, ijac201614104h4, f211, 707e, 6f44, faa0, 8950, d442, 7ce8, acadia16_206o13, 96cc, d11d, 5eeb, a26e, 88ac, 5a9b, 917c, 063a, d99e, 93ed, 8c21, ecaade2016_237h63, 07ec, a28f, 0a32, 917d, ascaad2014_019u2, 7511, d7ce, 7eba, 153e, 146f, eccb, 6d11, 6ee6, 413e, d6e4, bc05, ecaade2015_296p64, b093, e182, d940, 2f61, ecaade2016_071v19, ecaade2016_217i55, ae7f, 6036, ecaade2014_153i37, caadria2017_058g20, 73ee, ae6c, bbb3, sigradi2014_047n4, acadia14_347am, caadria2017_132v35, 0b29, e125, 446d, e6d9, c0d3, sigradi2015_3.155l3, acadia14_153ay, abd8, 3f74, 5091, 9926, 1a80, 85de, f2d6, d2bb, 3dd4, 8bb5, acadia14_117a, 4d45, 82ef, caadria2017_074s23, 45a4, 50c5, c5c8, 6629, e64f, f1bc, bc48, 7400, 5699, ecaade2014_155x37, 59d5, 8261, c438, 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5389, 8bb0, 2255, 83cb, c5dc, caadria2016_517z21, c89c, 2091, 83a3, 97e4, d7a2, 4a90, 2aba, 3c84, 5a92, 67a4, 3c06, 0375, ecaade2016_072t20, 5341, caadria2017_016l6, 1b9a, sigradi2013_183v, bf87, 1400, 8d98, a6a0, c4e8, ee1f, 9b16, 20f2, fb06, 3302, caadria2017_027p9, ecaade2014_149k34, a989, 41bb, a0fc, 51cc, d84c, acadia14_333az, 730a, 1a5c, 6f59, 07d0, 6b96, 2026, 7f3b, 5219, f516, 82e2, 43b2, 3aa9, c523, 20a9, f82d, 138b, caadria2017_129x34, 8cf7, fb66, 267a, 29dc, 00f9, 4088, eb02, 8de6, b31a, 6452, 826f, d4e6, 30ae, ff9d, 1490, 15ed, 4104, 4385, 6e18, a813, 0c74, 419e, e0a8, 5262, ecaade2016_104o28, 0f12, sigradi2014_057r5, 8ff6, e932, 65c9, 69c4, 790b, ecaade2016_048b14, 72a3, 9f4e, 5fe2, ascaad2016_002j1, ecaade2015_164o34, f26b, ecaade2014_159p39, bb3f, ecaade2014_224c57, ascaad2016_039i15, 2964, 9953, acadia14projects_579d, 7575, 9bb5, 25ec, ea68, f7b7, caadria2015_137m22, 5585, sigradi2013_96u, ijac201513302n10, 0c40, 752a, acadia14projects_167z, 5d3f, 2aa6, 6b99, 1afb, 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ecaade2013r_009l6, 4619, 4d75, acadia16_154i11, 56f4, ecaade2014_128t28, 9637, 0496, d8ee, 56f3, 6c6a, ecaade2015_202d44, 976c, 0466, 81ac, 9b6b, d532, 07a8, 8601, 6571, 7e54, b6d4, 67b6, e9f5, 46b9, 8da8, 6370, 0ded, 5124, ijac201614307k4, 2e5e, 0535, 4259, ascaad2016_018m7, 28b9, 6183, de0f, 8346, e45d, bd24, 7113, d7a5, sigradi2014_048d5, acadia16_184i12, 517d, 14e5, 1142, 1a69, sigradi2013_390e, acadia16_308z18, 7f14, ecaade2015_101e20, b075, 19e6, 3157, 4e6f, f452, 87ed, 3682, 13ba, b497, c210, 3000, b55e, 8a6b, 5f65, ascaad2014_017o9, ecaade2015_101f20, acadia14projects_339x, 6b71, f553, caadria2017_067k21, 1b98, 4166, 502f, sigradi2016_659o, 0634, 93f7, ecaade2016_102e28, ac1b, e7a1, 0b65, sigradi2016_360y, d6df, 2116, f616, 5455, 2c1f, 8727, b621, bfdd, 6c96, 1731, fe43, 5022, 97c9, sigradi2016_737ff, 993c, 487b, 523a, 1817, sigradi2016_407u, 2c9b, 3b3c, 8e55, b66a, acadia14projects_101t, acadia14_101ae, acadia14projects_619aj, 55dd, acadia15_243e10, 9b4c, 8034, 1e57, caadria2017_113d30, 9a1e, f297, 3d15, a300, 91a2, d2df, 2f66, 77cc, 1f34, 2be9, acadia15_497i22, f11a, 7c87, 60d7, 1af9, a0b0, cba1, ea71, 9dc1, 1b93, dc6c, 1c93, ascaad2014_003o1, 73bf, ce0d, 5cef, 309d, ecaade2016_094n25, 316a, ijac201614102o2, d595, 5f87, sigradi2016_807ii, ecaade2016_162i44, ecaade2014_112i26, 7e4f, ecaade2014_168d42, ecaade2016_018a5, f98d, c21d, aab3, 043a, e13a, 856c, e221, ascaad2016_004t2, 988e, 6217, 01da, aac1, 58b6, ec7d, 2130, a246, 8b70, cfd7, 9126, ffbc, 0898, 4a61, a69d, 63ce, 1180, 06bd, a946, ef05, cf20, ijac201614202i8, 551a, acadia14_463a, ijac201614207c12, 766f, 19c4, 702f, cef2, ijac201412403b6, f9b9, 4322, c9fd, eb0e, ijac201412304y9, 6215, 37e7, d3a5, ecaade2015_229d51, b624, dc69, b5df, 0d3d, ba7f, bf94, 0d8a, d584, ascaad2016_033z12, e67e, e09b, ecaade2014_112k26, 483d, f0c7, d9c8, 210e, acadia14_189an, c9be, f622, 6754, ed86, 54fe, 9ff6, 5b26, 9f61, sigradi2015_8.264i14, 8f21, fb63, 717b, cf19, 0a1e, feaa, 4cc5, 7f35, cf3b, 0d3b, 55e5, 5f99, 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ascaad2016_038i14, 9e35, 8ed4, 8d6a, 17cd, a44c, ecaade2015_55s10, e201, caadria2017_067o21, d641, a5bb, e2f3, ecaade2014_237z60, 020c, 9744, b7e9, 29af, 7b8f, 0e50, 3722, 4677, 8f6a, 4396, ecaade2016_ws-dleadr68, sigradi2016_490q, 4bcf, sigradi2016_385rr, acadia14_565h, 2f4d, a0e0, 164d, b985, ascaad2016_023v9, caadria2016_045d3, 8da0, 588d, 3a10, fa87, bb14, 8ac9, 85c1, 2ea7, 16c5, c64f, acadia14projects_681ai, e2fb, 087e, bff7, 1964, 874d, sigradi2013_28n, c509, caadria2017_132n35, 966e, e2a7, bba7, 105a, 05cc, f5ff, ijac201614403c2, 6d5d, 3706, 8ecc, acadia14_463f, ascaad2014_010j5, c253, caadria2015_060s6, 7f83, ecaade2014_113o26, a93b, 0170, caadria2017_101k27, bec1, ff29, ecaade2014_088c21, 03da, c913, 46b2, 2a09, ea24, 85a9, 024a, 1595, 78c0, 7ef1, b2fa, ba5f, 1f35, 86a5, e82f, 7ebc, 5592, caadria2015_213h33, d8cf, 9302, e6db, 2732, b62d, dee4, 653c, bb9d, 4681, 276f, 7ede, 33ac, b25d, 67eb, f2db, f01e, b18f, 57de, 570d, sigradi2016_470z, 51f8, caadria2017_005h3, b67c, 6568, 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