메뉴 건너뛰기




Volumn 198, Issue , 2009, Pages 145-165

Infeasibility driven evolutionary algorithm for constrained optimization

Author keywords

Constrained handling; Evolutionary algorithm; Multi objective Optimization; NSGA II

Indexed keywords


EID: 65549118660     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-00619-7_7     Document Type: Article
Times cited : (176)

References (46)
  • 2
    • 0003487653 scopus 로고
    • A Dual Genetic Algorithm for Bounded Integer Programs
    • 92-53, Department of Industrial and Operations Engineering, The University of Michigan
    • Bean, J.C., Hadj-Alouane, A.B.: A Dual Genetic Algorithm for Bounded Integer Programs. Technical Report TR 92-53, Department of Industrial and Operations Engineering, The University of Michigan (1992)
    • (1992) Technical Report TR
    • Bean, J.C.1    Hadj-Alouane, A.B.2
  • 3
    • 0034351369 scopus 로고    scopus 로고
    • Constraint-handling using an evolutionary multiobjective optimization technique
    • Coello Coello, C.A.: Constraint-handling using an evolutionary multiobjective optimization technique. Civil engineering and environmental systems 17(4), 319-346 (2000)
    • (2000) Civil engineering and environmental systems , vol.17 , Issue.4 , pp. 319-346
    • Coello Coello, C.A.1
  • 4
    • 0037016631 scopus 로고    scopus 로고
    • Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art
    • Coello Coello, C.A.: Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art. Computer Methods in Applied Mechanics and Engineering 191(11-12), 1245-1287 (2002)
    • (2002) Computer Methods in Applied Mechanics and Engineering , vol.191 , Issue.11-12 , pp. 1245-1287
    • Coello Coello, C.A.1
  • 6
    • 85018104842 scopus 로고    scopus 로고
    • Pareto simulated annealing - a metaheuristic techinique for multiple-objective combinatorial optimization
    • Czyzak, P., Jaszkiewicz, A.: Pareto simulated annealing - a metaheuristic techinique for multiple-objective combinatorial optimization. Journal of Multi-Criteria Decision Analysis 7(1), 34-47 (1998)
    • (1998) Journal of Multi-Criteria Decision Analysis , vol.7 , Issue.1 , pp. 34-47
    • Czyzak, P.1    Jaszkiewicz, A.2
  • 7
    • 0003849948 scopus 로고
    • Davis, L, ed, Van Nostrand Reinhold, New York
    • Davis, L. (ed.): Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York (1991)
    • (1991) Handbook of Genetic Algorithms
  • 8
    • 0033729054 scopus 로고    scopus 로고
    • An Efficient Constraint Handling Method for Genetic Algorithms
    • Deb, K.: An Efficient Constraint Handling Method for Genetic Algorithms. Computer Methods in Applied Mechanics and Engineering 186(2/4), 311-338 (2000)
    • (2000) Computer Methods in Applied Mechanics and Engineering , vol.186 , Issue.2-4 , pp. 311-338
    • Deb, K.1
  • 9
    • 65549159821 scopus 로고    scopus 로고
    • Deb, K.: Multi-Objective Optimization using Evolutionary Algorithms. John Wiley and Sons Pvt. Ltd., Chichester (2001)
    • Deb, K.: Multi-Objective Optimization using Evolutionary Algorithms. John Wiley and Sons Pvt. Ltd., Chichester (2001)
  • 10
    • 0000991259 scopus 로고
    • Simulated binary crossover for continuous search space
    • Deb, K., Agrawal, S.: Simulated binary crossover for continuous search space. Complex Systems 9, 115-148 (1995)
    • (1995) Complex Systems , vol.9 , pp. 115-148
    • Deb, K.1    Agrawal, S.2
  • 11
    • 0040445957 scopus 로고    scopus 로고
    • A combined genetic adaptive search (GeneAS) for engineering design
    • Deb, K., Goyal, M.: A combined genetic adaptive search (GeneAS) for engineering design. Computer Science and Informatics 26, 30-45 (1996)
    • (1996) Computer Science and Informatics , vol.26 , pp. 30-45
    • Deb, K.1    Goyal, M.2
  • 13
    • 0030688633 scopus 로고    scopus 로고
    • A Genetic Algorithm for the Multiple-Choice Integer Program
    • Hadj-Alouane, A.B., Bean, J.C.: A Genetic Algorithm for the Multiple-Choice Integer Program. Operations Research 45, 92-101 (1997)
    • (1997) Operations Research , vol.45 , pp. 92-101
    • Hadj-Alouane, A.B.1    Bean, J.C.2
  • 14
    • 84947910212 scopus 로고    scopus 로고
    • Hamida, S.B., Schoenauer, M.: An adaptive algorithm for constrained optimization problems. In: Deb, K., Rudolph, G., Lutton, E., Merelo, J.J., Schoenauer, M., Schwefel, H.-P., Yao, X. (eds.) PPSN 2000. LNCS, 1917, pp. 529-538. Springer, Heidelberg (2000)
    • Hamida, S.B., Schoenauer, M.: An adaptive algorithm for constrained optimization problems. In: Deb, K., Rudolph, G., Lutton, E., Merelo, J.J., Schoenauer, M., Schwefel, H.-P., Yao, X. (eds.) PPSN 2000. LNCS, vol. 1917, pp. 529-538. Springer, Heidelberg (2000)
  • 16
    • 33746031813 scopus 로고    scopus 로고
    • Derivative-free filter simulated annealing method for constrained continuous global optimization
    • Hedar, A., Fukushima, M.: Derivative-free filter simulated annealing method for constrained continuous global optimization. Journal of Global Optimization 35(4), 291-308 (2006)
    • (2006) Journal of Global Optimization , vol.35 , Issue.4 , pp. 291-308
    • Hedar, A.1    Fukushima, M.2
  • 17
    • 0031700706 scopus 로고    scopus 로고
    • Hinterding, R., MichaPewicz, Z.: Your brains and my beauty: parent matching for constrained optimisation. In: Proceedings of 1998 IEEE Conference on Evolutionary Computaion, May 1998, pp. 810-815 (1998)
    • Hinterding, R., MichaPewicz, Z.: Your brains and my beauty: parent matching for constrained optimisation. In: Proceedings of 1998 IEEE Conference on Evolutionary Computaion, May 1998, pp. 810-815 (1998)
  • 18
    • 34247509250 scopus 로고    scopus 로고
    • Evolutionary constrained optimization using an addition of ranking method and a percentage-based tolerance value adjustment scheme
    • Ho, P.Y., Shimizu, K.: Evolutionary constrained optimization using an addition of ranking method and a percentage-based tolerance value adjustment scheme. Information Sciences 177, 2985-3004 (2007)
    • (2007) Information Sciences , vol.177 , pp. 2985-3004
    • Ho, P.Y.1    Shimizu, K.2
  • 19
    • 0000537102 scopus 로고    scopus 로고
    • Problem-independent handling of constraints by use of metric penalty functions
    • Fogel, L.J, Angeline, P.J, Bäck, T, eds, San Diego, California, February, MIT Press, Cambridge () 1996
    • Hoffmeister, F., Sprave, J.: Problem-independent handling of constraints by use of metric penalty functions. In: Fogel, L.J., Angeline, P.J., Bäck, T. (eds.) Proceedings of the Fifth Annual Conference on Evolutionary Programming (EP 1996), San Diego, California, February 1996, pp. 289-294. MIT Press, Cambridge (1996)
    • (1996) Proceedings of the Fifth Annual Conference on Evolutionary Programming (EP , pp. 289-294
    • Hoffmeister, F.1    Sprave, J.2
  • 20
    • 0028413196 scopus 로고
    • Constrained Optimization via Genetic Algorithms
    • Homaifar, A., Lai, S.H.Y., Qi, X.: Constrained Optimization via Genetic Algorithms. Simulation 62(4), 242-254 (1994)
    • (1994) Simulation , vol.62 , Issue.4 , pp. 242-254
    • Homaifar, A.1    Lai, S.H.Y.2    Qi, X.3
  • 21
    • 55749088932 scopus 로고    scopus 로고
    • Blessings of maintaining infeasible solutions for constrained multi-objective optimization problems
    • Hong Kong, June
    • Isaacs, A., Ray, T., Smith, W.: Blessings of maintaining infeasible solutions for constrained multi-objective optimization problems. In: Proceedings of 2008 IEEE Congress on Evolutionary Computation, Hong Kong, June 2008, pp. 2785-2792 (2008)
    • (2008) Proceedings of 2008 IEEE Congress on Evolutionary Computation , pp. 2785-2792
    • Isaacs, A.1    Ray, T.2    Smith, W.3
  • 22
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling
    • Ishibuchi, H., Yoshida, T., Murata, T.: Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling. IEEE Transactions on Evolutionary Computing 7(2), 204-223 (2003)
    • (2003) IEEE Transactions on Evolutionary Computing , vol.7 , Issue.2 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 23
    • 0028602950 scopus 로고
    • On the use of non-stationary penalty functions to solve nonlinear constrained optimization problems with GAs
    • Fogel, D, ed, Orlando, Florida, pp, IEEE Press, Los Alamitos
    • Joines, J., Houck, C.: On the use of non-stationary penalty functions to solve nonlinear constrained optimization problems with GAs. In: Fogel, D. (ed.) Proceedings of the first IEEE Conference on Evolutionary Computation, Orlando, Florida, pp. 579-584. IEEE Press, Los Alamitos (1994)
    • (1994) Proceedings of the first IEEE Conference on Evolutionary Computation , pp. 579-584
    • Joines, J.1    Houck, C.2
  • 24
    • 0033094194 scopus 로고    scopus 로고
    • Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization
    • Koziel, S., Michalewicz, Z.: Evolutionary Algorithms, Homomorphous Mappings, and Constrained Parameter Optimization. Evolutionary Computation 7(1), 19-44 (1999)
    • (1999) Evolutionary Computation , vol.7 , Issue.1 , pp. 19-44
    • Koziel, S.1    Michalewicz, Z.2
  • 26
    • 14844307657 scopus 로고    scopus 로고
    • A simple multimembered evolution strategy to solve constrained optimization problems
    • Mezura-Montes, E., Coello Coello, C.: A simple multimembered evolution strategy to solve constrained optimization problems. IEEE Transactions on Evolutionary Computation 9(1), 1-17 (2005)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.1 , pp. 1-17
    • Mezura-Montes, E.1    Coello Coello, C.2
  • 27
    • 84973603670 scopus 로고    scopus 로고
    • Constrained Optimization via Multiobjective Evolutionary Algorithms
    • Knowles, J, Corne, D, Deb, K, eds, Multiobjective Problems Solving from Nature: From Concepts to Applications, Springer, Heidelberg
    • Mezura-Montes, E., Coello Coello, C.A.: Constrained Optimization via Multiobjective Evolutionary Algorithms. In: Knowles, J., Corne, D., Deb, K. (eds.) Multiobjective Problems Solving from Nature: From Concepts to Applications. Natural Computing Series. Springer, Heidelberg (2008)
    • (2008) Natural Computing Series
    • Mezura-Montes, E.1    Coello Coello, C.A.2
  • 28
    • 0000061842 scopus 로고
    • Genetic Algorithms, Numerical Optimization, and Constraints
    • Eshelman, L.J, ed, July, University of Pittsburgh, Morgan Kaufmann Publishers () 1995
    • Michalewicz, Z.: Genetic Algorithms, Numerical Optimization, and Constraints. In: Eshelman, L.J. (ed.) Proceedings of the Sixth International Conference on Genetic Algorithms (ICGA 1995), July 1995, pp. 151-158. University of Pittsburgh, Morgan Kaufmann Publishers (1995)
    • (1995) Proceedings of the Sixth International Conference on Genetic Algorithms (ICGA , pp. 151-158
    • Michalewicz, Z.1
  • 29
    • 0002511908 scopus 로고
    • A Survey of Constraint Handling Techniques in Evolutionary Computation Methods
    • McDonnell, J.R, Reynolds, R.G, Fogel, D.B, eds, The MIT Press, Cambridge
    • Michalewicz, Z.: A Survey of Constraint Handling Techniques in Evolutionary Computation Methods. In: McDonnell, J.R., Reynolds, R.G., Fogel, D.B. (eds.) Proceedings of the 4th Annual Conference on Evolutionary Programming, pp. 135-155. The MIT Press, Cambridge (1995)
    • (1995) Proceedings of the 4th Annual Conference on Evolutionary Programming , pp. 135-155
    • Michalewicz, Z.1
  • 32
    • 0029545558 scopus 로고
    • Genocop III: A co-evolutionary algorithm for numerical optimization with nonlinear constraints
    • Fogel, D.B, ed, IEEE Press, Los Alamitos
    • Michalewicz, Z., Nazhiyath, G.: Genocop III: A co-evolutionary algorithm for numerical optimization with nonlinear constraints. In: Fogel, D.B. (ed.) Proceedings of the Second IEEE International Conference on Evolutionary Computation, pp. 647-651. IEEE Press, Los Alamitos (1995)
    • (1995) Proceedings of the Second IEEE International Conference on Evolutionary Computation , pp. 647-651
    • Michalewicz, Z.1    Nazhiyath, G.2
  • 33
    • 25444524580 scopus 로고    scopus 로고
    • Evolutionary Algorithms for Constrained Parameter Optimization Problems
    • Michalewicz, Z., Schoenauer, M.: Evolutionary Algorithms for Constrained Parameter Optimization Problems. Evolutionary Computation 4(1), 1-32 (1996)
    • (1996) Evolutionary Computation , vol.4 , Issue.1 , pp. 1-32
    • Michalewicz, Z.1    Schoenauer, M.2
  • 35
    • 0000982424 scopus 로고
    • Using genetic algorithms in engineering design optimization with non-linear constraints
    • Forrest, S, ed, San Mateo, California, July, University of Illinois at Urbana-Champaign, Morgan Kaufmann Publishers () 1993
    • Powell, D., Skolnick, M.M.: Using genetic algorithms in engineering design optimization with non-linear constraints. In: Forrest, S. (ed.) Proceedings of the Fifth International Conference on Genetic Algorithms (ICGA 1993), San Mateo, California, July 1993, pp. 424-431. University of Illinois at Urbana-Champaign, Morgan Kaufmann Publishers (1993)
    • (1993) Proceedings of the Fifth International Conference on Genetic Algorithms (ICGA , pp. 424-431
    • Powell, D.1    Skolnick, M.M.2
  • 36
    • 0000543755 scopus 로고    scopus 로고
    • Multiobjective design optimization by an evolutionary algorithm
    • Ray, T., Tai, K., Seow, K.: Multiobjective design optimization by an evolutionary algorithm. Engineering Optimization 33(4), 399-424 (2001)
    • (2001) Engineering Optimization , vol.33 , Issue.4 , pp. 399-424
    • Ray, T.1    Tai, K.2    Seow, K.3
  • 38
    • 0031534728 scopus 로고    scopus 로고
    • The COMOGA method: Constrained optimisation by multiobjective genetic algorithms
    • Surry, P.D., Radcliffe, N.J.: The COMOGA method: Constrained optimisation by multiobjective genetic algorithms. Control and Cybernetics 26(3) (1997)
    • (1997) Control and Cybernetics , vol.26 , Issue.3
    • Surry, P.D.1    Radcliffe, N.J.2
  • 39
    • 27344446970 scopus 로고    scopus 로고
    • Constrained optimization by applying the/spl alpha/constrained method to the nonlinear simplex method with mutations
    • Takahama, T., Sakai, S.: Constrained optimization by applying the/spl alpha/constrained method to the nonlinear simplex method with mutations. IEEE Transactions on Evolutionary Computation 9(5), 437-451 (2005)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.5 , pp. 437-451
    • Takahama, T.1    Sakai, S.2
  • 41
    • 2342618938 scopus 로고    scopus 로고
    • Treating constraints as objectives in multiobjective optimization problems using niched pareto genetic algorithm
    • March
    • Vieira, D.A.G., Adriano, R.L.S., Vasconcelos, J.A., Krahenbuhl, L.: Treating constraints as objectives in multiobjective optimization problems using niched pareto genetic algorithm. IEEE Transactions on Magnetics 40(2) (March 2004)
    • (2004) IEEE Transactions on Magnetics , vol.40 , Issue.2
    • Vieira, D.A.G.1    Adriano, R.L.S.2    Vasconcelos, J.A.3    Krahenbuhl, L.4
  • 46
    • 84878545782 scopus 로고    scopus 로고
    • Zitzler, E., Thiele, L.: Multiobjective optimization using evolutionary algorithms - A comparative case study. In: Eiben, A.E., Bäck, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN 1998. LNCS, 1498, pp. 292-301. Springer, Heidelberg (1998)
    • Zitzler, E., Thiele, L.: Multiobjective optimization using evolutionary algorithms - A comparative case study. In: Eiben, A.E., Bäck, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN 1998. LNCS, vol. 1498, pp. 292-301. Springer, Heidelberg (1998)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.