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Volumn , Issue , 2009, Pages 1935-1942

Performance assessment of the hybrid archive-based Micro genetic algorithm (amga) on the cec09 test problems

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK SUITES; EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION; FAST LOCAL SEARCHES; GENETIC MUTATIONS; GLOBAL OPTIMIZER; GLOBAL SEARCH; GRADIENT BASED; MICRO GENETIC ALGORITHM; MUTATION OPERATORS; NONCONVEX OPTIMIZATION; NONDOMINATED SOLUTIONS; OPTIMIZATION FUNCTION; OPTIMIZERS; PERFORMANCE ASSESSMENT; REFERENCE POINTS; SCALARIZATION; SEQUENTIAL QUADRATIC PROGRAMMING METHOD; SIMULATION RESULT; SINGLE OBJECTIVE OPTIMIZATION; SYNTHETIC TESTS; TEST PROBLEM;

EID: 70449794467     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2009.4983177     Document Type: Conference Paper
Times cited : (51)

References (22)
  • 1
    • 2942547409 scopus 로고    scopus 로고
    • Spea2: Improving the strength pareto evolutionary algorithm for multiobjective optimization
    • in
    • E. Zitzler, M. Laumanns, and L. Thiele, " SPEA2: Improving the strength pareto evolutionary algorithm for multiobjective optimization, " in Proceedings of the EUROGEN2001 Conference, 2001, pp. 95-100.
    • (2001) Proceedings of the EUROGEN2001 Conference , pp. 95-100
    • Zitzler, E.1    Laumanns, M.2    Thiele, L.3
  • 2
    • 84947923627 scopus 로고    scopus 로고
    • The pareto envelopebased selection algorithm for multi-objective optimization
    • Berlin: Springer
    • D. W. Corne, J. D. Knowles, and M. J. Oates, " The pareto envelopebased selection algorithm for multi-objective optimization, " in Parallel Problem Solving from Nature. Berlin: Springer, 2000, pp. 839-848.
    • (2000) Parallel Problem Solving from Nature , pp. 839-848
    • Corne, D.W.1    Knowles, J.D.2    Oates, M.J.3
  • 5
    • 34848886877 scopus 로고    scopus 로고
    • Omni-optimizer, a generic evolutionary algorithm for single and multi-objective optimization
    • K. Deb and S. Tiwari, " Omni-optimizer, a generic evolutionary algorithm for single and multi-objective optimization, " European Journal of Operational Research, vol. 185, no. 3, pp. 1062-1087, 2008.
    • (2008) European Journal of Operational Research , vol.185 , Issue.3 , pp. 1062-1087
    • Deb, K.1    Tiwari, S.2
  • 6
    • 37249055061 scopus 로고    scopus 로고
    • Fastpga: A dynamic population sizing approach for solving expensive multiobjective optimization problems
    • LNCS 4403 Springer-Verlag Berlin Heidelberg
    • H. Eskandari, C. D. Geiger, and G. B. Lamont, " Fastpga: A dynamic population sizing approach for solving expensive multiobjective optimization problems, " in Evolutionary Multiobjective Optimization Conference EMO-2007. LNCS 4403 Springer-Verlag Berlin Heidelberg, 2007, pp. 141-155.
    • (2007) Evolutionary Multiobjective Optimization Conference EMO-2007 , pp. 141-155
    • Eskandari, H.1    Geiger, C.D.2    Lamont, G.B.3
  • 7
    • 57349117029 scopus 로고    scopus 로고
    • Introducing moneda: Scalable multiobjective optimization with a neural estimation of distribution algorithm
    • ACM New York, NY, USA
    • L. Marti, J. Garcia, A. Berlanga, and J. M. Molina, " Introducing moneda: Scalable multiobjective optimization with a neural estimation of distribution algorithm, " in Genetic and Evolutionary Computation Conference. ACM New York, NY, USA, 2008, pp. 689-696.
    • (2008) Genetic and Evolutionary Computation Conference , pp. 689-696
    • Marti, L.1    Garcia, J.2    Berlanga, A.3    Molina, J.M.4
  • 8
    • 57349084637 scopus 로고    scopus 로고
    • A new memetic strategy for the numerical treatment of multi-objective optimization problems
    • ACM New York, NY, USA
    • O. Schuetze, G. Sanchez, and C. A. C. Coello, " A new memetic strategy for the numerical treatment of multi-objective optimization problems, " in Genetic and Evolutionary Computation Conference. ACM New York, NY, USA, 2008, pp. 705-712.
    • (2008) Genetic and Evolutionary Computation Conference , pp. 705-712
    • Schuetze, O.1    Sanchez, G.2    Coello, C.A.C.3
  • 10
    • 57349161223 scopus 로고    scopus 로고
    • Amga: An archive-based Micro genetic algorithm for multi-objective optimization
    • ACM New York, NY, USA
    • S. Tiwari, G. Fadel, P. Koch, and K. Deb, " Amga: An archive-based micro genetic algorithm for multi-objective optimization, " in Genetic and Evolutionary Computation Conference. ACM New York, NY, USA, 2008, pp. 729-736.
    • (2008) Genetic and Evolutionary Computation Conference , pp. 729-736
    • Tiwari, S.1    Fadel, G.2    Koch, P.3    Deb, K.4
  • 12
    • 51649147836 scopus 로고
    • Nlpql: A fortran subroutine solving constrained nonlinear programming problems
    • K. Schittkowski, " Nlpql: A fortran subroutine solving constrained nonlinear programming problems, " Annals of Operations Research, vol. 5, no. 4, pp. 485-500, 1986.
    • (1986) Annals of Operations Research , vol.5 , Issue.4 , pp. 485-500
    • Schittkowski, K.1
  • 13
    • 70450060747 scopus 로고    scopus 로고
    • Test problems for nonlinear programming - User's guide
    • " Test problems for nonlinear programming - user's guide, " University of Bayreuth, Tech. Rep., 2002.
    • (2002) University of Bayreuth, Tech. Rep.
  • 14
    • 32444435022 scopus 로고    scopus 로고
    • Exploiting gradient information in numerical multi-objective optimization
    • ACM New York, NY, USA
    • P. A. N. Bosman and E. D. Jong, " Exploiting gradient information in numerical multi-objective optimization, " in Genetic and Evolutionary Computation Conference. ACM New York, NY, USA, 2005, pp. 755-762.
    • (2005) Genetic and Evolutionary Computation Conference , pp. 755-762
    • Bosman, P.A.N.1    Jong, E.D.2
  • 15
    • 34547360768 scopus 로고    scopus 로고
    • Hybridization of the multi-objective evolutionary algorthms and the gradient-based algorithms
    • in
    • X. Hu, Z. Huang, and Z. Wang, " Hybridization of the multi-objective evolutionary algorthms and the gradient-based algorithms, " in IEEE Congress on Evolutionary Computation, 2003, pp. 870-877.
    • (2003) IEEE Congress on Evolutionary Computation , pp. 870-877
    • Hu, X.1    Huang, Z.2    Wang, Z.3
  • 16
    • 79955237862 scopus 로고    scopus 로고
    • Hybridization of sbx based nsga-ii and sequential quadratic programming for solving multi-objective optimization problems
    • D. Sharma, A. Kumar, K. Deb, and K. Sindhya, " Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems, " in IEEE Congress on Evolutionary Computation, 2007, pp. 3003-3010.
    • (2007) IEEE Congress on Evolutionary Computation , pp. 3003-3010
    • Sharma, D.1    Kumar, A.2    Deb, K.3    Sindhya, K.4
  • 17
    • 57349110629 scopus 로고    scopus 로고
    • Hybridizing an evolutionary algorithm with mathematical programming techniques for multi-objective optimization
    • ACM New York, NY, USA
    • S. Z. Martinez and C. A. C. Coello, " Hybridizing an evolutionary algorithm with mathematical programming techniques for multi-objective optimization, " in Genetic and Evolutionary Computation Conference. ACM New York, NY, USA, 2008, pp. 769-770.
    • (2008) Genetic and Evolutionary Computation Conference , pp. 769-770
    • Martinez, S.Z.1    Coello, C.A.C.2
  • 20
    • 0040445957 scopus 로고    scopus 로고
    • A combined genetic adaptive search (geneas) for engineering design
    • K. Deb and M. Goyal, " A combined genetic adaptive search (geneas) for engineering design, " Computer Science and Informatics, vol. 26, no. 4, pp. 30-45, 1996.
    • (1996) Computer Science and Informatics , vol.26 , Issue.4 , pp. 30-45
    • Deb, K.1    Goyal, M.2
  • 21
    • 34547497012 scopus 로고    scopus 로고
    • On latin hypercube sampling
    • W. L. Loh, " On latin hypercube sampling, " Annals of Statistics, vol. 33, no. 6, pp. 2058-2080, 2005.
    • (2005) Annals of Statistics , vol.33 , Issue.6 , pp. 2058-2080
    • Loh, W.L.1
  • 22
    • 0000991259 scopus 로고
    • Simulated binary crossover for continuous search space
    • K. Deb and R. B. Agrawal, " Simulated binary crossover for continuous search space, " Complex Systems, vol. 9, no. 2, pp. 115-148, 1995.
    • (1995) Complex Systems , vol.9 , Issue.2 , pp. 115-148
    • Deb, K.1    Agrawal, R.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.