Dynamic multi-objective differential evolution for solving constrained optimization problem

2011 IEEE Congress of Evolutionary Computation, CEC 2011

Volumn , Issue , 2011, Pages 2649-2654

  Jia, Lina ^a   Zeng, Sanyou ^a   Zhou, Dong ^a   Zhou, Aimin ^b   Li, Zhengjun ^c   Jing, Hongyong ^c  

^a CHINA UNIVERSITY OF GEOSCIENCES   (China)

^b EAST CHINA NORMAL UNIVERSITY   (China)

^c CHINA ACADEMY OF SPACE TECHNOLOGY   (China)

Author keywords

Constrained optimization; Differential Evolution; Dynamic Constrained Multi objective Optimization

Indexed keywords

BENCH-MARK PROBLEMS; CONSTRAINED OPTIMIZATION PROBLEMS; DIFFERENTIAL EVOLUTION; DYNAMIC ENVIRONMENTS; DYNAMIC MULTIOBJECTIVE OPTIMIZATION; DYNAMIC PROCESS; MULTI-OBJECTIVE DIFFERENTIAL EVOLUTIONS;

CONSTRAINED OPTIMIZATION; EVOLUTIONARY ALGORITHMS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 80051990952     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2011.5949949     Document Type: Conference Paper

References (14)

1. Z. Michalewicz and M. Schoenauer, "Evolutionary Algorithms for Constrained Parameter Optimization Problems", in Evol. Comput., Vol. 4, No. 1, pp. 1-32, 1996. (Pubitemid 126707158)
2. Carlos A. Coello Coello, "Theoretical and Numerical Constraint-Handling Techniques used with Evolutionary Algorithms: A Survey of the State of the Art", in Computer Methods in Applied Mechanics and Engineering, Vol. 191, No. 11-12, pp. 1245-1287, 2002. (Pubitemid 34099386)
3. R. Storn and K. V. Price, "Differential evolution-A simple and efficient adaptive scheme for global optimization over continuous spaces", Institute of Company Secretaries of India, Chennai, Tamil Nadu. Tech. Report TR-95-012, 1995.
4. S. Das and P. N. Suganthan, "Differential Evolution: A Survey of the State-of-the-art", in IEEE Trans. on Evolutionary Computation, Vol. 15, No. 1, pp. 4-31, Feb. 2011.
5. V. L. Huang, A. K. Qin, and P. N. Suganthan, "Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization", in IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, BC, Canada, July 16-21, 2006.
6. R. Mallipeddi and P. N. Suganthan, "Differential evolution with ensemble of constraint handling techniques for solving CEC 2010 benchmark problems", in IEEE Congress on Evolutionary Computation, 2010, pp. 1907-1914.
7. Tetsuyuki Takahama and Setsuko Sakai, "Constrained optimization by εconstrained particle swarm optimizer with ε-level control", in Proc. of the 4th IEEE International Workshop on Soft Computing as Transdisciplinary Science and Technology (WSTST05), Muroran, Japan, May 2005, pp. 1019-1029.
8. Tetsuyuki Takahama and Setsuko Sakai, "Constrained Optimization by the εConstrained Differential Evolution with Gradient-Based Mutation and Feasible Elites", in Proceedings of the 2006 Congress on Evolutionary Computation (CEC'06), Canada, 2006, pp. 308-315.
9. Tetsuyuki Takahama and Setsuko Sakai, "Solving Difficult Constrained Optimization Problems by the ε-Constrained Differential Evolution with Gradient-Based Mutation", in Efren Mezura-Montes (editor), Constraint-Handling in Evolutionary Computation, chapter 3, pp. 51-72, Springer. Studies in Computational Intelligence, Volume 198, Berlin, 2009. ISBN 978-3-642-00618-0.
10. Tetsuyuki Takahama and Setsuko Sakai, "Constrained optimization by the ε constrained differential evolution with an archive and gradientbased mutation", in IEEE Congress on Evolutionary Computation, 2010, pp. 1680-1688.
11. Kalyanmoy Deb, Amrit Pratap, Sameer Agarwal, and T. Meyarivan (2002), "A Fast and Elitist Multiobjective Genetic Algorithm: NSGAII", in IEEE Transactions on Evolutionary Computation, 6(2):182-197. (Pubitemid 34555372)
12. Eckart Zitzler, Marco Laumanns, and Lothar Thiele (2002), "SPEA2: Improving the Strength. Pareto Evolutionary Algorithm for Multiobjective Optimization. " K. C. Giannakoglou et al., editor, Proceedings of the EUROGEN 2001 Conference, pages 95-100, Barcelona, Spain, CIMNE.
13. Efren Mezura-Montes, Jesus Velazquez-Reyes and Carlos A. Coello Coello, "Modified Differential Evolution for Constrained Optimization", in IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, BC, Canada, July 16-21, 2006.
14. M. Fatih Tasgetiren, and P. N Suganthan, "A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problem", in IEEE Congress on Evolutionary Computation (CEC2006), Vancouver, BC, Canada, July 16-21, 2006.