Visualization of Pareto-sets in evolutionary multi-objective optimization

Proceedings - 7th International Conference on Hybrid Intelligent Systems, HIS 2007

Volumn , Issue , 2007, Pages 156-161

  Köppen, Mario ^a   Yoshida, Kaori ^a  

^a KYUSHU INSTITUTE OF TECHNOLOGY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; CANNING; CONFORMAL MAPPING; FOOD PRESERVATION; INTELLIGENT CONTROL; INTELLIGENT SYSTEMS; OPTIMIZATION; VISUALIZATION;

EVOLUTIONARY DYNAMICS; EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION (EMO); HYBRID INTELLIGENT SYSTEMS (HIS); INTERNATIONAL CONFERENCES; MULTI-OBJECTIVE OPTIMIZATION (MOP) PROBLEMS; NEAREST NEIGHBOR (NN); NSGA-II;

MULTIOBJECTIVE OPTIMIZATION;

EID: 47149114757     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICHIS.2007.4344044     Document Type: Conference Paper

References (8)

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2. K. Deb, L. Thiele, M. Laumanns, and E. Zitzler. Scalable Multi-Objective Optimization Test Problems. In Congress on Evolutionary Computation (CEC'2002), volume 1, pages 825-830, Piscataway, New Jersey, May 2002. IEEE Service Center.
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6. M. Koppen and K. Yoshida. Substitute Distance Assignments in NSGA-II for Handling Many-objective Optimization Problems. In S. Obayashi, K. Deb, C. Poloni, T. Hiroyasu, and T. Murata, editors, Evolutionary Multi-Criterion Optimization, 4th International Conference, EMO 2007, Matsushima, Japan, March 2007. Proceedings, LNCS 4403, pages 727-741. Springer Berlin, Heidelberg, 2007.
7. A. Lotov. Approximation and Visualization of Pareto Frontier in the Framework of Classical Approach to Multi-objective Optimization. In J. Branke, K. Deb, K. Miettinen, and R. E. Steuer, editors, Practical Approaches to Multi-Objective Optimization, number 04461 in Dagstuhl Seminar Proceedings. IBFI, Schloss Dagstuhl, Germany, 2005.
8. S. Obayashi and D. Sasaki. Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map. In C. M. Fonseca, P. J. Fleming, E. Zitzler, K. Deb, and L. Thiele, editors, Evolutionary Multi-Criterion Optimization. Second International Conference, EMO 2003, pages 796-809, Faro, Portugal, April 2003. Springer. Lecture Notes in Computer Science. Volume 2632.