메뉴 건너뛰기




Volumn 127, Issue 6, 2005, Pages 1100-1112

A hybrid genetic algorithm for mixed-discrete design optimization

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS; GRADIENT METHODS; NONLINEAR PROGRAMMING; OPTIMIZATION;

EID: 28244439808     PISSN: 10500472     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.1876436     Document Type: Article
Times cited : (72)

References (40)
  • 1
    • 0024931548 scopus 로고
    • "Optimal design of laminated composites using a modified mixed integer and discrete programming algorithm"
    • Hajela, P., and Shih, C. J., 1989, "Optimal design of laminated composites using a modified mixed integer and discrete programming algorithm," Comput. Struct., 32, pp. 213-221.
    • (1989) Comput. Struct. , vol.32 , pp. 213-221
    • Hajela, P.1    Shih, C.J.2
  • 2
    • 84868338380 scopus 로고
    • "Nonlinear integer and discrete programming in mechanical design optimization"
    • Sandgren, E., 1990, "Nonlinear integer and discrete programming in mechanical design optimization," ASME J. Mech. Des., 112, pp. 223-229.
    • (1990) ASME J. Mech. Des. , vol.112 , pp. 223-229
    • Sandgren, E.1
  • 3
    • 0003165392 scopus 로고
    • "Optimum design of trusses with sizing and shape variables"
    • Salajegheh, E., and Vanderplaats, G. N., 1993, "Optimum design of trusses with sizing and shape variables," Struct. Optim., 6, pp. 79-85.
    • (1993) Struct. Optim. , vol.6 , pp. 79-85
    • Salajegheh, E.1    Vanderplaats, G.N.2
  • 4
    • 85024597274 scopus 로고
    • "A sequential linearization approach for solving mixed-discrete nonlinear design optimization problems"
    • Loh, H. T., and Papalambros, P. Y., 1991, "A sequential linearization approach for solving mixed-discrete nonlinear design optimization problems," ASME J. Mech. Des., 113, pp. 325-334.
    • (1991) ASME J. Mech. Des. , vol.113 , pp. 325-334
    • Loh, H.T.1    Papalambros, P.Y.2
  • 5
    • 85024564552 scopus 로고
    • "Computational implementation and tests of a sequential linearization algorithm for mixed-discrete nonlinear design optimization"
    • Loh, H. T., and Papalambros, P. Y., 1991, "Computational implementation and tests of a sequential linearization algorithm for mixed-discrete nonlinear design optimization," ASME J. Mech. Des., 113, pp. 335-344.
    • (1991) ASME J. Mech. Des. , vol.113 , pp. 335-344
    • Loh, H.T.1    Papalambros, P.Y.2
  • 6
    • 1542729047 scopus 로고
    • "A penalty approach for nonlinear optimization with discrete design variables"
    • Shin, D. K., Gurdal, Z., and Griffin, O. H. Jr., 1990, "A penalty approach for nonlinear optimization with discrete design variables," Eng. Optimiz., 16, pp. 29-42.
    • (1990) Eng. Optimiz. , vol.16 , pp. 29-42
    • Shin, D.K.1    Gurdal, Z.2    Griffin Jr., O.H.3
  • 7
    • 0000240985 scopus 로고
    • "Discrete optimization of structures using an improved penalty function method"
    • Cai, J., and Thierauf, G., 1993, "Discrete optimization of structures using an improved penalty function method," Eng. Optimiz., 17, pp. 293-306.
    • (1993) Eng. Optimiz. , vol.17 , pp. 293-306
    • Cai, J.1    Thierauf, G.2
  • 8
    • 0040324491 scopus 로고
    • "Lagrangean relaxation and subgradient optimization applied to optimal design with discrete sizing"
    • Jonsson, O., and Larsson, T., 1990, "Lagrangean relaxation and subgradient optimization applied to optimal design with discrete sizing," Eng. Optimiz., 16, pp. 221-233.
    • (1990) Eng. Optimiz. , vol.16 , pp. 221-233
    • Jonsson, O.1    Larsson, T.2
  • 9
    • 0025626811 scopus 로고
    • "Solution of mixed-discrete structural optimization problems with a new sequential linearization algorithm"
    • Bremicker, M., Papalambros, P. Y., and Loh, H. T., 1990, "Solution of mixed-discrete structural optimization problems with a new sequential linearization algorithm," Comput. Struct., 37, pp. 451-461.
    • (1990) Comput. Struct. , vol.37 , pp. 451-461
    • Bremicker, M.1    Papalambros, P.Y.2    Loh, H.T.3
  • 10
    • 0040918566 scopus 로고
    • "Minimizing distortion and internal forces in truss structures by simulated annealing"
    • AIAA-90-1095-CP
    • Kincaid, R. K., and Padula, S. L., 1990, "Minimizing distortion and internal forces in truss structures by simulated annealing," AIAA-90-1095-CP, pp. 327-333.
    • (1990) , pp. 27-333
    • Kincaid, R.K.1    Padula, S.L.2
  • 11
    • 0028531387 scopus 로고
    • "Methods for optimization of nonlinear problems with discrete variables: A review"
    • Arora, J. S., and Huang, M. W., 1994, "Methods for optimization of nonlinear problems with discrete variables: a review," Struct. Optim., 8, pp. 69-85.
    • (1994) Struct. Optim. , vol.8 , pp. 69-85
    • Arora, J.S.1    Huang, M.W.2
  • 12
    • 0019632785 scopus 로고
    • "A composite algorithm for mixed integer constrained nonlinear optimization"
    • Fox, D. B., 1981, "A composite algorithm for mixed integer constrained nonlinear optimization," Eng. Optimiz., 5, pp. 129-149.
    • (1981) Eng. Optimiz. , vol.5 , pp. 129-149
    • Fox, D.B.1
  • 14
    • 0036750195 scopus 로고    scopus 로고
    • "Smart Optimization of Machine Systems Using Hierarchical Genotype Representations"
    • Yoshimura, M., and Izui, K., 2002, "Smart Optimization of Machine Systems Using Hierarchical Genotype Representations," J. Mech. Des., 124(3), pp. 375-384.
    • (2002) J. Mech. Des. , vol.124 , Issue.3 , pp. 375-384
    • Yoshimura, M.1    Izui, K.2
  • 15
    • 0036750201 scopus 로고    scopus 로고
    • "Design Synthesis of Path Generating Compliant Mechanisms by Evolutionary Optimization of Topology and Shape"
    • Tal, K., Cui, G. Y., and Ray, T., 2002, "Design Synthesis of Path Generating Compliant Mechanisms by Evolutionary Optimization of Topology and Shape," J. Mech. Des., 124, 492-500.
    • (2002) J. Mech. Des. , vol.124 , pp. 492-500
    • Tal, K.1    Cui, G.Y.2    Ray, T.3
  • 16
    • 0034206806 scopus 로고    scopus 로고
    • "A Genetic Algorithm for Topological Characteristics of Kinematic Chains"
    • Rao, A. C., 2000, "A Genetic Algorithm for Topological Characteristics of Kinematic Chains," J. Mech. Des., 122(2), 228-231.
    • (2000) J. Mech. Des. , vol.122 , Issue.2 , pp. 228-231
    • Rao, A.C.1
  • 17
    • 0141731317 scopus 로고    scopus 로고
    • "Multi-Speed Gearbox Design Using Multi-Objective Evolutionary Algorithms"
    • Deb, K., and Jain, S., 2003, "Multi-Speed Gearbox Design Using Multi-Objective Evolutionary Algorithms," J. Mech. Des., 125, 609-615.
    • (2003) J. Mech. Des. , vol.125 , pp. 609-615
    • Deb, K.1    Jain, S.2
  • 18
    • 1642587141 scopus 로고    scopus 로고
    • "A GA Based Configuration Design Optimization Method"
    • Grignon, P. M., and Fadel, G. M., 2004, "A GA Based Configuration Design Optimization Method," J. Mech. Des., 126(1), 6-15.
    • (2004) J. Mech. Des. , vol.126 , Issue.1 , pp. 6-15
    • Grignon, P.M.1    Fadel, G.M.2
  • 19
    • 4344704798 scopus 로고    scopus 로고
    • "Hierarchical Parallel Processing of Genetic Algorithms for Design Optimization of Large-Scale Products"
    • Yoshimura, M., and Izui, K., 2004, "Hierarchical Parallel Processing of Genetic Algorithms for Design Optimization of Large-Scale Products," J. Mech. Des., 126(2), 217-224.
    • (2004) J. Mech. Des. , vol.126 , Issue.2 , pp. 217-224
    • Yoshimura, M.1    Izui, K.2
  • 20
    • 0016986026 scopus 로고
    • "Optimal design of a class of welded structures using geometric programming"
    • Ragsdell, K. M., and Phillips, D. T., 1976, "Optimal design of a class of welded structures using geometric programming," ASME J. Eng. Ind., 98, pp. 1021-1025.
    • (1976) ASME J. Eng. Ind. , vol.98 , pp. 1021-1025
    • Ragsdell, K.M.1    Phillips, D.T.2
  • 21
    • 84963141125 scopus 로고
    • "Mixed-discrete fuzzy programming for nonlinear engineering optimization"
    • Shih, C. J., and Lai, T. K., 1995, "Mixed-discrete fuzzy programming for nonlinear engineering optimization," Eng. Optimiz., 23, pp. 187-199.
    • (1995) Eng. Optimiz. , vol.23 , pp. 187-199
    • Shih, C.J.1    Lai, T.K.2
  • 22
    • 0026867655 scopus 로고
    • "Discrete optimization of structures using genetic algorithms"
    • Rajeev, S., and Krishnamoorthy, C. S., 1992, "Discrete optimization of structures using genetic algorithms," J. Struct. Eng., 118, pp. 1233-1250.
    • (1992) J. Struct. Eng. , vol.118 , pp. 1233-1250
    • Rajeev, S.1    Krishnamoorthy, C.S.2
  • 23
    • 84899105021 scopus 로고
    • "Genetic algorithms in optimization problems with discrete and integer design variables"
    • Lin, C. Y., and Hajela, P., 1992, "Genetic algorithms in optimization problems with discrete and integer design variables." Eng. Optimiz., 19, pp. 309-327.
    • (1992) Eng. Optimiz. , vol.19 , pp. 309-327
    • Lin, C.Y.1    Hajela, P.2
  • 24
    • 0031358101 scopus 로고    scopus 로고
    • "Coupling genetic slgorithm with s grid sesrch method to solve mixed integer nonlinear programming problems"
    • Cheung, B. K.-S., Langevin, A., and Delmaire, H., 1997, "Coupling genetic slgorithm with s grid sesrch method to solve mixed integer nonlinear programming problems," Comput. Math. Appl., 34, pp. 13-23.
    • (1997) Comput. Math. Appl. , vol.34 , pp. 13-23
    • Cheung, B.K.-S.1    Langevin, A.2    Delmaire, H.3
  • 25
    • 3042835628 scopus 로고
    • "Optimal design of machine elements using genetic algoritms"
    • Chen, J. L., and Tsao, Y. C., 1993, "Optimal design of machine elements using genetic algoritms," J. Chin. Soc. Mech. Eng., 14, pp. 193-199.
    • (1993) J. Chin. Soc. Mech. Eng. , vol.14 , pp. 193-199
    • Chen, J.L.1    Tsao, Y.C.2
  • 26
    • 0029306307 scopus 로고
    • "Integrated discrete and configuration optimization of trusses using genetic algorithms"
    • Wu, S.-J., and Chow, P.-T., 1995, "Integrated discrete and configuration optimization of trusses using genetic algorithms," Comput. Struct., 55, pp. 695-702.
    • (1995) Comput. Struct. , vol.55 , pp. 695-702
    • Wu, S.-J.1    Chow, P.-T.2
  • 27
    • 0033133851 scopus 로고    scopus 로고
    • "Solving a nonlinear non-convex trim loss problem with a genetic hybrid algorithm"
    • Ostermark, R., 1999, "Solving a nonlinear non-convex trim loss problem with a genetic hybrid algorithm," Comput. Oper. Res.," 26, pp. 623-635.
    • (1999) Comput. Oper. Res. , vol.26 , pp. 623-635
    • Ostermark, R.1
  • 28
    • 14044252279 scopus 로고    scopus 로고
    • "Mixed discrete fuzzy nonlinear programming for engineering design optimization"
    • Ph.D. thesis, University of Miami
    • Xiong, Y., "Mixed discrete fuzzy nonlinear programming for engineering design optimization," Ph.D. thesis, University of Miami, 2002.
    • (2002)
    • Xiong, Y.1
  • 30
    • 85169874926 scopus 로고
    • "Constrained variable metric method for mixed discrete nonlinear optimization-research and application"
    • Ph.D. thesis, Huazhong University of Science and Technology
    • Lai, G. X., 1988, "Constrained variable metric method for mixed discrete nonlinear optimization-research and application," Ph.D. thesis, Huazhong University of Science and Technology.
    • (1988)
    • Lai, G.X.1
  • 31
    • 0023145522 scopus 로고
    • "Game theory approach for multiobjective structural optimization"
    • Rao, S. S., 1987, "Game theory approach for multiobjective structural optimization," Comput. Struct., 25, 119-127.
    • (1987) Comput. Struct. , vol.25 , pp. 119-127
    • Rao, S.S.1
  • 32
    • 0024620345 scopus 로고
    • "Nonlinear mixed-discrete structural optimization"
    • Amir, H. M., and Hasegawa, T., 1989, "Nonlinear mixed-discrete structural optimization," J. Struct. Eng., 115, pp. 626-645.
    • (1989) J. Struct. Eng. , vol.115 , pp. 626-645
    • Amir, H.M.1    Hasegawa, T.2
  • 33
    • 0027853482 scopus 로고
    • "Maximized Adams damping in the design of composite laminate beam by branch-and-bound with max-partial derivative branching algorithm"
    • Shih, C. J., and Chi, C. T., 1993, "Maximized Adams damping in the design of composite laminate beam by branch-and-bound with max-partial derivative branching algorithm," ASME Compos. Mater. Technol., 53, pp. 163-170.
    • (1993) ASME Compos. Mater. Technol. , vol.53 , pp. 163-170
    • Shih, C.J.1    Chi, C.T.2
  • 34
    • 0022077107 scopus 로고
    • "A production system for use of global optimization knowledge"
    • Li, H. L., and Papalambros, P., 1985, "A production system for use of global optimization knowledge," ASME J. Mech., Transm., Autom. Des., 107, pp. 277-284.
    • (1985) ASME J. Mech., Transm., Autom. Des. , vol.107 , pp. 277-284
    • Li, H.L.1    Papalambros, P.2
  • 35
    • 6244243210 scopus 로고
    • "Optimality and constrained derivatives in two-level design optimization"
    • Li, W. C., and Azarm, S., 1990, "Optimality and constrained derivatives in two-level design optimization," ASME J. Mech. Des., 112, pp. 563-568.
    • (1990) ASME J. Mech. Des. , vol.112 , pp. 563-568
    • Li, W.C.1    Azarm, S.2
  • 36
    • 0001726904 scopus 로고
    • "A mixed integer-discrete-continuous programming method and its application to engineering design optimization"
    • Fu, J. F., Fenton, R. G. and Cleghorn, W. L., 1991, "A mixed integer-discrete-continuous programming method and its application to engineering design optimization," Eng. Optimiz., 17, pp. 263-280.
    • (1991) Eng. Optimiz. , vol.17 , pp. 263-280
    • Fu, J.F.1    Fenton, R.G.2    Cleghorn, W.L.3
  • 37
    • 0033701953 scopus 로고    scopus 로고
    • "Fuzzy genetic algorithm for optimization of steel structures"
    • Sarma, K. C., and Adeli, H., 2000, "Fuzzy genetic algorithm for optimization of steel structures," J. Struct. Eng., 126, pp. 596-604.
    • (2000) J. Struct. Eng. , vol.126 , pp. 596-604
    • Sarma, K.C.1    Adeli, H.2
  • 38
    • 85041126163 scopus 로고    scopus 로고
    • "Treating constraints as objectives for single objective evolutionary optimization"
    • Coello Coello, C. A., 2000, "Treating constraints as objectives for single objective evolutionary optimization," Eng. Optimiz., 32, pp. 275-308.
    • (2000) Eng. Optimiz. , vol.32 , pp. 275-308
    • Coello Coello, C.A.1
  • 39
    • 0034156064 scopus 로고    scopus 로고
    • "Design of non-linear framed structures using genetic optimization"
    • Pezeshk, S., Camp, C. V., and Chen, D., 2000, "Design of non-linear framed structures using genetic optimization," J. Struct. Eng., 126, pp. 382-388.
    • (2000) J. Struct. Eng. , vol.126 , pp. 382-388
    • Pezeshk, S.1    Camp, C.V.2    Chen, D.3
  • 40
    • 10944222781 scopus 로고    scopus 로고
    • "Flexural design of reinforced concrete frames using a genetic algorithm"
    • Camp, C. V., Pezeshk, S., and Hansson, H., 2003, "Flexural design of reinforced concrete frames using a genetic algorithm," J. Struct. Eng., 129, pp. 105-115.
    • (2003) J. Struct. Eng. , vol.129 , pp. 105-115
    • Camp, C.V.1    Pezeshk, S.2    Hansson, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.