A hybrid evolutionary multi-objective and SQP based procedure for constrained optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4683 LNCS, Issue , 2007, Pages 36-45

  Deb, Kalyanmoy ^a   Lele, Swanand ^a   Datta, Rituparna ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

Constrained optimization; EMO; Hybrid procedure; Multi objective optimization; Reference point based NSGA II; SBX; SQP

Indexed keywords

BOUNDARY CONDITIONS; CONSTRAINED OPTIMIZATION; ONLINE SEARCHING; PROBLEM SOLVING;

CONSTRAINED TEST PROBLEMS; CONSTRAINT BOUNDARIES; OPTIMIZATION PROBLEMS;

EVOLUTIONARY ALGORITHMS;

EID: 38049043964     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74581-5_4     Document Type: Conference Paper

References (7)

1. Branke, J., Kaußler, T., Schmeck, H.: Guidance in evolutionary multi-objective optimization. Advances in Engineering Software 32, 499-507 (2001)
2. Deb, K.: Multi-objective optimization using evolutionary algorithms. Wiley, Chichester, UK (2001)
3. Deb, K., Agrawal, S., Pratap, A., Meyarivan, T.: A fast and elitist multi-objective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation 6(2), 182-197 (2002)
4. Deb, K., Karthik, S., Okabe, T.: Self-adaptive simulated binary crossover for real-parameter optimization. In: GECCO-2007. Proceedings of the Genetic and Evolutionary Computation Conference, July 7-11, The Association of Computing Machinery (ACM), New York (2007) (in press)
5. Deb, K., Sundar, J., Uday, N., Chaudhuri, S.: Reference point based multi-objective optimization using evolutionary algorithms. International Journal of Computational Intelligence Research (IJCIR) 2(6), 273-286 (2006)
6. Liang, J.J., Runarsson, T.P., Mezura-Montes, E., Clerc, M., Suganthan, P.N., Coello Coello, CA., Deb, K.: Special session on constrained real-parameter optimization ( ) (2006), http://www.ntu.edu.sg/home/epnsugan/
7. Wierzbicki, A.P.: The use of reference objectives in multiobjective optimization. In: Fandel, G., Gal, T. (eds.) Multiple Criteria Decision Making Theory and Applications, pp. 468-486. Springer, Berlin (1980)