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Performance assessment of stochastic multiobjective optimizers
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I presented a tutorial entitled, A tutorial on the
performance assessment of stochastic multiobjective optimizers
(co-written with Carlos M. Fonseca, Lothar Thiele, and Eckart Zitzler)
at EMO'2005, in Guanajuato, Mexico, on March 9th 2005. The slides from
the tutorial and a related technical report are available above.
In recent work, a method for quickly obtaining (approximate) attainment
surface plots in any number of objectives, has been developed. Please visit
that here.
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Some keywords to help GOOGLE find this page are: evolutionary computation, Pareto optimization, multiobjective optimization, multiobjective performance assessment, indicator, metric, measure, MOEA, EMOO, attainment surface, attainment function, approximation set, plot, multicriteria, multi-criterion, nondominated set, EA, MOO, outperformance relation, dominance relation, compatibility,
completeness
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