Hybridization of SBX based NSGA-II and sequential quadratic programming for solving multi-objective optimization problems

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 3003-3010

  Sharma, Deepak ^a   Kumar, Abhay ^a   Deb, Kalyanmoy ^a   Sindhya, Karthik ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION (EMO) ALGORITHMS; OPTIMIZATION PROBLEMS; SEQUENTIAL QUADRATIC PROGRAMMING (SQP);

COMPUTATIONAL EFFICIENCY; MULTIOBJECTIVE OPTIMIZATION; PARETO PRINCIPLE; PROBLEM SOLVING; QUADRATIC PROGRAMMING;

GENETIC ALGORITHMS;

EID: 79955237862     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424854     Document Type: Conference Paper

References (7)

1. V. Chankong and Y. Y. Haimes. Multiobjective Decision Making Theory and Methodology. New York: North-Holland, 1983.
2. K. Deb. Multi-objective optimization using evolutionary algorithms. Chichester, UK: Wiley, 2001.
3. K. Deb and R. B. Agrawal. Simulated binary crossover for continuous search space. Complex Systems, 9(2):115-148, 1995.
4. K. Deb, S. Agrawal, A. Pratap, and T. Meyarivan. A fast and elitist multi-objective genetic algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation, 6(2):182-197, 2002.
5. K. Deb and M. Goyal. A combined genetic adaptive search (GeneAS) for engineering design. Computer Science and Informatics, 26(4):30-45, 1996.
6. V. L. Huang, A. K. Qin, K. Deb, E. Zitzler, P. N. Suganthan, J. J. Liang, M. Preuss, and S. Huband. Problem definitions for performance assessment of multi-objective optimization algorithms. Technical Report Technical Report (Available from http://www.ntu.edu.sg/home/EPNSugan/), Nanyang Technological University, Singapore, 2007. Special Session on Constrained Real-Parameter Optimization at CEC-07 (25-28 September'07).
7. G. V. Reklaitis, A. Ravindran, and K. M. Ragsdell. Engineering Optimization Methods and Applications. New York : Wiley, 1983.