On test functions for evolutionary multi-objective optimization

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

Volumn 3242, Issue , 2004, Pages 792-802

  Okabe, Tatsuya ^a   Jin, Yaochu ^a   Olhofer, Markus ^a   Sendhoff, Bernhard ^a  

^a HONDA RESEARCH INSTITUTE EUROPE GMBH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BENCHMARKING; CONSTRAINED OPTIMIZATION; FUNCTION EVALUATION; OPTIMIZATION; PIECEWISE LINEAR TECHNIQUES; PROBABILITY DENSITY FUNCTION; PROBLEM SOLVING;

BENCH-MARK PROBLEMS; EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION ALGORITHMS; PARAMETER SPACES; PARETO FRONT; PIECEWISE LINEAR; RELATIVE PERFORMANCE; TEST FUNCTIONS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 35048833865     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30217-9_80     Document Type: Article

References (9)

1. Coello, C. A. C., Van Veldhuizen, D. A. and Lamont, G. B., Evolutionary Algorithms for Solving Multi-Objective Problems, Kluwer Academic Publishers, 2001.
2. Deb, K., Multi-Objective Genetic Algorithms: Problem Difficulties and Construction of Test Problems, Evolutionary Computation, 7(3), pages 205-230, 1999.
3. Deb, K., Multi-Objective Optimization using Evolutionary Algorithms, John Wiley & Sons, LTD., 2001.
4. Deb, K., Thiele, L., Laumanns, M. and Zitzler, E., Scalable Test Problems for Evolutionary Multi-Objective Optimization, KanGAL Report 2001001, 2001.
5. Deb, K., Pratap, A. and Meyarivan, T., Constrained Test Problems for Multi-Objective Evolutionary Optimization, In Evolutionary Multi-Criterion Optimization (EMO-2001), pages 284-298, 2001.
6. Deb, K., Pratap, A., Agarwal, S. and Meyarivan, T., A Fast and Elitist Multi-Objective Genetic Algorithms: NSGA-II, IEEE Transactions on Evolutionary Computation, 6(2), pages 182-197, 2002.
7. Deb, K., Thiele, L., Laumanns, M. and Zitzler, E., Scalable Multi-Objective Optimization Test Problems, In Proceedings of Congress on Evolutionary Computation (CEC-2002), pages 825-830, 2002.
8. Okabe, T., Jin, Y. and Sendhoff, B., On the Dynamics of Evolutionary Multi-Objective Optimisation, Proceedings of Genetic and Evolutionary Computation Conference (GECCO-2002), pages 247-255, 2002.
9. Okabe, T., Jin, Y. and Sendhoff, B., Evolutionary Multi-Objective Optimisation with a Hybrid Representation, In Proceedings of Congress on Evolutionary Computation (CEC-2003), pages 2262-2269, 2003.