Finding trade-off solutions close to KKT points using evolutionary multi-objective optimization

2007 IEEE Congress on Evolutionary Computation, CEC 2007

Volumn , Issue , 2007, Pages 2109-2116

  Deb, Kalyanmoy ^a   Tewari, Rahul ^a   Dixit, Mayur ^a   Dutta, Joydeep ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSICAL OPTIMIZATION; KARUSH-KUHN-TUCKER (KKT);

CONSTRAINT THEORY; EVOLUTIONARY ALGORITHMS; LAGRANGE MULTIPLIERS; LINEAR SYSTEMS; PARETO PRINCIPLE; PROBLEM SOLVING;

MULTIOBJECTIVE OPTIMIZATION;

EID: 57049084189     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2007.4424733     Document Type: Conference Paper

References (9)

1. M. S. Bazaraa, H. D. Sherali, and C. M. Shetty. Nonlinear programming: Theory and algorithms. Singapore: Wiley, 2004.
2. C. R. Bector, S. Chandra, and J. Dutta. Principles of Optimization Theory. New Delhi: Narosa, 2005.
3. F. H. Clarke. Optimization and nonsmooth analysis. Wiley-Interscience, 1983.
4. K. Deb. Multi-objective optimization using evolutionary algorithms. Chichester, UK: Wiley, 2001.
5. 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.
6. K. Deb and A. Srinivasan. Innovization: Innovating design principles through optimization. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2006), pages 1629-1636, New York: The Association of Computing Machinery (ACM), 2006.
7. K. Miettinen. Nonlinear Multiobjective Optimization. Kluwer, Boston, 1999.
8. G. V. Reklaitis, A. Ravindran, and K. M. Ragsdell. Engineering Optimization Methods and Applications. New York : Wiley, 1983.
9. P. Shukla. On gradient based local search methods in unconstrained evolutionary multi-objective optimization. In Proceedings of Fourth Conference on Evolutionary Multi-Criterion Optimization (EMO-2007), pages 96-110, 2007.